From bb18e4724ae7d2c30f80361d4177903be3d7aef5 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?St=C3=A9phane=20du=20Hamel?= Date: Fri, 5 Dec 2025 20:47:23 +0100 Subject: [PATCH 01/19] Support LongCat Image model --- flux.hpp | 44 +++++++++++++++++++++------- ggml_extend.hpp | 69 ++++++++++++++++++++++++++++++++++++++++++++ model.cpp | 29 ++++++++++++------- model.h | 11 ++++++- name_conversion.cpp | 8 ++++- stable-diffusion.cpp | 48 +++++++++++++++++++----------- 6 files changed, 169 insertions(+), 40 deletions(-) diff --git a/flux.hpp b/flux.hpp index 9826fadee..8d329a3ae 100644 --- a/flux.hpp +++ b/flux.hpp @@ -90,10 +90,15 @@ namespace Flux { SelfAttention(int64_t dim, int64_t num_heads = 8, bool qkv_bias = false, - bool proj_bias = true) + bool proj_bias = true, + bool diffusers_style = false) : num_heads(num_heads) { int64_t head_dim = dim / num_heads; - blocks["qkv"] = std::shared_ptr(new Linear(dim, dim * 3, qkv_bias)); + if(diffusers_style) { + blocks["qkv"] = std::shared_ptr(new SplitLinear(dim, {dim, dim, dim}, qkv_bias)); + } else { + blocks["qkv"] = std::shared_ptr(new Linear(dim, dim * 3, qkv_bias)); + } blocks["norm"] = std::shared_ptr(new QKNorm(head_dim)); blocks["proj"] = std::shared_ptr(new Linear(dim, dim, proj_bias)); } @@ -261,7 +266,8 @@ namespace Flux { bool share_modulation = false, bool mlp_proj_bias = true, bool use_yak_mlp = false, - bool use_mlp_silu_act = false) + bool use_mlp_silu_act = false, + bool diffusers_style = false) : idx(idx), prune_mod(prune_mod) { int64_t mlp_hidden_dim = static_cast(hidden_size * mlp_ratio); @@ -269,7 +275,7 @@ namespace Flux { blocks["img_mod"] = std::shared_ptr(new Modulation(hidden_size, true)); } blocks["img_norm1"] = std::shared_ptr(new LayerNorm(hidden_size, 1e-6f, false)); - blocks["img_attn"] = std::shared_ptr(new SelfAttention(hidden_size, num_heads, qkv_bias, mlp_proj_bias)); + blocks["img_attn"] = std::shared_ptr(new SelfAttention(hidden_size, num_heads, qkv_bias, mlp_proj_bias, diffusers_style)); blocks["img_norm2"] = std::shared_ptr(new LayerNorm(hidden_size, 1e-6f, false)); if (use_yak_mlp) { @@ -282,7 +288,7 @@ namespace Flux { blocks["txt_mod"] = std::shared_ptr(new Modulation(hidden_size, true)); } blocks["txt_norm1"] = std::shared_ptr(new LayerNorm(hidden_size, 1e-6f, false)); - blocks["txt_attn"] = std::shared_ptr(new SelfAttention(hidden_size, num_heads, qkv_bias, mlp_proj_bias)); + blocks["txt_attn"] = std::shared_ptr(new SelfAttention(hidden_size, num_heads, qkv_bias, mlp_proj_bias, diffusers_style)); blocks["txt_norm2"] = std::shared_ptr(new LayerNorm(hidden_size, 1e-6f, false)); if (use_yak_mlp) { @@ -424,6 +430,7 @@ namespace Flux { bool use_yak_mlp; bool use_mlp_silu_act; int64_t mlp_mult_factor; + bool diffusers_style = false; public: SingleStreamBlock(int64_t hidden_size, @@ -435,7 +442,8 @@ namespace Flux { bool share_modulation = false, bool mlp_proj_bias = true, bool use_yak_mlp = false, - bool use_mlp_silu_act = false) + bool use_mlp_silu_act = false, + bool diffusers_style = false) : hidden_size(hidden_size), num_heads(num_heads), idx(idx), prune_mod(prune_mod), use_yak_mlp(use_yak_mlp), use_mlp_silu_act(use_mlp_silu_act) { int64_t head_dim = hidden_size / num_heads; float scale = qk_scale; @@ -447,8 +455,11 @@ namespace Flux { if (use_yak_mlp || use_mlp_silu_act) { mlp_mult_factor = 2; } - - blocks["linear1"] = std::shared_ptr(new Linear(hidden_size, hidden_size * 3 + mlp_hidden_dim * mlp_mult_factor, mlp_proj_bias)); + if (diffusers_style) { + blocks["linear1"] = std::shared_ptr(new SplitLinear(hidden_size, {hidden_size, hidden_size, hidden_size, mlp_hidden_dim * mlp_mult_factor}, mlp_proj_bias)); + } else { + blocks["linear1"] = std::shared_ptr(new Linear(hidden_size, hidden_size * 3 + mlp_hidden_dim * mlp_mult_factor, mlp_proj_bias)); + } blocks["linear2"] = std::shared_ptr(new Linear(hidden_size + mlp_hidden_dim, hidden_size, mlp_proj_bias)); blocks["norm"] = std::shared_ptr(new QKNorm(head_dim)); blocks["pre_norm"] = std::shared_ptr(new LayerNorm(hidden_size, 1e-6f, false)); @@ -777,6 +788,7 @@ namespace Flux { bool use_mlp_silu_act = false; float ref_index_scale = 1.f; ChromaRadianceParams chroma_radiance_params; + bool diffusers_style = false; }; struct Flux : public GGMLBlock { @@ -822,7 +834,8 @@ namespace Flux { params.share_modulation, !params.disable_bias, params.use_yak_mlp, - params.use_mlp_silu_act); + params.use_mlp_silu_act, + params.diffusers_style); } for (int i = 0; i < params.depth_single_blocks; i++) { @@ -835,7 +848,8 @@ namespace Flux { params.share_modulation, !params.disable_bias, params.use_yak_mlp, - params.use_mlp_silu_act); + params.use_mlp_silu_act, + params.diffusers_style); } if (params.version == VERSION_CHROMA_RADIANCE) { @@ -1302,6 +1316,9 @@ namespace Flux { flux_params.share_modulation = true; flux_params.ref_index_scale = 10.f; flux_params.use_mlp_silu_act = true; + } else if (sd_version_is_longcat(version)) { + flux_params.context_in_dim = 3584; + flux_params.vec_in_dim = 0; } int64_t head_dim = 0; for (auto pair : tensor_storage_map) { @@ -1311,6 +1328,9 @@ namespace Flux { if (tensor_name.find("guidance_in.in_layer.weight") != std::string::npos) { flux_params.guidance_embed = true; } + if (tensor_name.find("model.diffusion_model.single_blocks.0.linear1.weight.1") == std::string::npos) { + flux_params.diffusers_style = true; + } if (tensor_name.find("__x0__") != std::string::npos) { LOG_DEBUG("using x0 prediction"); flux_params.chroma_radiance_params.use_x0 = true; @@ -1366,6 +1386,10 @@ namespace Flux { LOG_INFO("Using pruned modulation (Chroma)"); } + if (flux_params.diffusers_style) { + LOG_INFO("Using diffusers-style naming"); + } + flux = Flux(flux_params); flux.init(params_ctx, tensor_storage_map, prefix); } diff --git a/ggml_extend.hpp b/ggml_extend.hpp index 9d5ea316b..0e562a40c 100644 --- a/ggml_extend.hpp +++ b/ggml_extend.hpp @@ -2209,6 +2209,75 @@ class Linear : public UnaryBlock { } }; +class SplitLinear : public Linear { +protected: + int64_t in_features; + std::vector out_features_vec; + bool bias; + bool force_f32; + bool force_prec_f32; + float scale; + std::string prefix; + + void init_params(struct ggml_context* ctx, const String2TensorStorage& tensor_storage_map = {}, const std::string prefix = "") override { + this->prefix = prefix; + enum ggml_type wtype = get_type(prefix + "weight", tensor_storage_map, GGML_TYPE_F32); + if (in_features % ggml_blck_size(wtype) != 0 || force_f32) { + wtype = GGML_TYPE_F32; + } + params["weight"] = ggml_new_tensor_2d(ctx, wtype, in_features, out_features_vec[0]); + for (int i = 1; i < out_features_vec.size(); i++) { + // most likely same type as the first weight + params["weight." + std::to_string(i)] = ggml_new_tensor_2d(ctx, wtype, in_features, out_features_vec[i]); + } + if (bias) { + enum ggml_type wtype = GGML_TYPE_F32; + params["bias"] = ggml_new_tensor_1d(ctx, wtype, out_features_vec[0]); + for (int i = 1; i < out_features_vec.size(); i++) { + params["bias." + std::to_string(i)] = ggml_new_tensor_1d(ctx, wtype, out_features_vec[i]); + } + } + } + +public: + SplitLinear(int64_t in_features, + std::vector out_features_vec, + bool bias = true, + bool force_f32 = false, + bool force_prec_f32 = false, + float scale = 1.f) + : Linear(in_features, out_features_vec[0], bias, force_f32, force_prec_f32, scale), + in_features(in_features), + out_features_vec(out_features_vec), + bias(bias), + force_f32(force_f32), + force_prec_f32(force_prec_f32), + scale(scale) {} + + struct ggml_tensor* forward(GGMLRunnerContext* ctx, struct ggml_tensor* x) { + struct ggml_tensor* w = params["weight"]; + struct ggml_tensor* b = nullptr; + if (bias) { + b = params["bias"]; + } + // concat all weights and biases together + for (int i = 1; i < out_features_vec.size(); i++) { + w = ggml_concat(ctx->ggml_ctx, w, params["weight." + std::to_string(i)], 1); + if (bias) { + b = ggml_concat(ctx->ggml_ctx, b, params["bias." + std::to_string(i)], 0); + } + } + if (ctx->weight_adapter) { + WeightAdapter::ForwardParams forward_params; + forward_params.op_type = WeightAdapter::ForwardParams::op_type_t::OP_LINEAR; + forward_params.linear.force_prec_f32 = force_prec_f32; + forward_params.linear.scale = scale; + return ctx->weight_adapter->forward_with_lora(ctx->ggml_ctx, x, w, b, prefix, forward_params); + } + return ggml_ext_linear(ctx->ggml_ctx, x, w, b, force_prec_f32, scale); + } +}; + __STATIC_INLINE__ bool support_get_rows(ggml_type wtype) { std::set allow_types = {GGML_TYPE_F16, GGML_TYPE_Q8_0, GGML_TYPE_Q5_1, GGML_TYPE_Q5_0, GGML_TYPE_Q4_1, GGML_TYPE_Q4_0}; if (allow_types.find(wtype) != allow_types.end()) { diff --git a/model.cpp b/model.cpp index c14f255ac..668671cfd 100644 --- a/model.cpp +++ b/model.cpp @@ -1027,7 +1027,7 @@ bool ModelLoader::init_from_ckpt_file(const std::string& file_path, const std::s } SDVersion ModelLoader::get_sd_version() { - TensorStorage token_embedding_weight, input_block_weight; + TensorStorage token_embedding_weight, input_block_weight, context_ebedding_weight; bool has_multiple_encoders = false; bool is_unet = false; @@ -1044,7 +1044,7 @@ SDVersion ModelLoader::get_sd_version() { for (auto& [name, tensor_storage] : tensor_storage_map) { if (!(is_xl)) { - if (tensor_storage.name.find("model.diffusion_model.double_blocks.") != std::string::npos) { + if (tensor_storage.name.find("model.diffusion_model.double_blocks.") != std::string::npos || tensor_storage.name.find("model.diffusion_model.single_transformer_blocks.") != std::string::npos) { is_flux = true; } if (tensor_storage.name.find("model.diffusion_model.nerf_final_layer_conv.") != std::string::npos) { @@ -1117,6 +1117,9 @@ SDVersion ModelLoader::get_sd_version() { tensor_storage.name == "unet.conv_in.weight") { input_block_weight = tensor_storage; } + if (tensor_storage.name == "model.diffusion_model.txt_in.weight" || tensor_storage.name == "model.diffusion_model.context_embedder.weight") { + context_ebedding_weight = tensor_storage; + } } if (is_wan) { LOG_DEBUG("patch_embedding_channels %d", patch_embedding_channels); @@ -1144,16 +1147,20 @@ SDVersion ModelLoader::get_sd_version() { } if (is_flux && !is_flux2) { - if (input_block_weight.ne[0] == 384) { - return VERSION_FLUX_FILL; - } - if (input_block_weight.ne[0] == 128) { - return VERSION_FLUX_CONTROLS; - } - if (input_block_weight.ne[0] == 196) { - return VERSION_FLEX_2; + if (context_ebedding_weight.ne[0] == 3584) { + return VERSION_LONGCAT; + } else { + if (input_block_weight.ne[0] == 384) { + return VERSION_FLUX_FILL; + } + if (input_block_weight.ne[0] == 128) { + return VERSION_FLUX_CONTROLS; + } + if (input_block_weight.ne[0] == 196) { + return VERSION_FLEX_2; + } + return VERSION_FLUX; } - return VERSION_FLUX; } if (is_flux2) { diff --git a/model.h b/model.h index 3f054c46d..754f3795a 100644 --- a/model.h +++ b/model.h @@ -48,6 +48,7 @@ enum SDVersion { VERSION_FLUX2_KLEIN, VERSION_Z_IMAGE, VERSION_OVIS_IMAGE, + VERSION_LONGCAT, VERSION_COUNT, }; @@ -128,6 +129,13 @@ static inline bool sd_version_is_z_image(SDVersion version) { return false; } +static inline bool sd_version_is_longcat(SDVersion version) { + if (version == VERSION_LONGCAT) { + return true; + } + return false; +} + static inline bool sd_version_is_inpaint(SDVersion version) { if (version == VERSION_SD1_INPAINT || version == VERSION_SD2_INPAINT || @@ -145,7 +153,8 @@ static inline bool sd_version_is_dit(SDVersion version) { sd_version_is_sd3(version) || sd_version_is_wan(version) || sd_version_is_qwen_image(version) || - sd_version_is_z_image(version)) { + sd_version_is_z_image(version) || + sd_version_is_longcat(version)) { return true; } return false; diff --git a/name_conversion.cpp b/name_conversion.cpp index 3ae229b63..dad35f4d3 100644 --- a/name_conversion.cpp +++ b/name_conversion.cpp @@ -508,6 +508,12 @@ std::string convert_diffusers_dit_to_original_flux(std::string name) { static std::unordered_map flux_name_map; if (flux_name_map.empty()) { + // --- time_embed (longcat) --- + flux_name_map["time_embed.timestep_embedder.linear_1.weight"] = "time_in.in_layer.weight"; + flux_name_map["time_embed.timestep_embedder.linear_1.bias"] = "time_in.in_layer.bias"; + flux_name_map["time_embed.timestep_embedder.linear_2.weight"] = "time_in.out_layer.weight"; + flux_name_map["time_embed.timestep_embedder.linear_2.bias"] = "time_in.out_layer.bias"; + // --- time_text_embed --- flux_name_map["time_text_embed.timestep_embedder.linear_1.weight"] = "time_in.in_layer.weight"; flux_name_map["time_text_embed.timestep_embedder.linear_1.bias"] = "time_in.in_layer.bias"; @@ -660,7 +666,7 @@ std::string convert_diffusion_model_name(std::string name, std::string prefix, S name = convert_diffusers_unet_to_original_sdxl(name); } else if (sd_version_is_sd3(version)) { name = convert_diffusers_dit_to_original_sd3(name); - } else if (sd_version_is_flux(version) || sd_version_is_flux2(version)) { + } else if (sd_version_is_flux(version) || sd_version_is_flux2(version) || sd_version_is_longcat(version)) { name = convert_diffusers_dit_to_original_flux(name); } else if (sd_version_is_z_image(version)) { name = convert_diffusers_dit_to_original_lumina2(name); diff --git a/stable-diffusion.cpp b/stable-diffusion.cpp index 2d9b6e6fa..a02beede9 100644 --- a/stable-diffusion.cpp +++ b/stable-diffusion.cpp @@ -51,6 +51,7 @@ const char* model_version_to_str[] = { "Flux.2 klein", "Z-Image", "Ovis Image", + "Longcat-Image", }; const char* sampling_methods_str[] = { @@ -394,7 +395,7 @@ class StableDiffusionGGML { } else if (sd_version_is_sd3(version)) { scale_factor = 1.5305f; shift_factor = 0.0609f; - } else if (sd_version_is_flux(version) || sd_version_is_z_image(version)) { + } else if (sd_version_is_flux(version) || sd_version_is_z_image(version) || sd_version_is_longcat(version)) { scale_factor = 0.3611f; shift_factor = 0.1159f; } else if (sd_version_is_wan(version) || @@ -431,8 +432,8 @@ class StableDiffusionGGML { offload_params_to_cpu, tensor_storage_map); diffusion_model = std::make_shared(backend, - offload_params_to_cpu, - tensor_storage_map); + offload_params_to_cpu, + tensor_storage_map); } else if (sd_version_is_flux(version)) { bool is_chroma = false; for (auto pair : tensor_storage_map) { @@ -480,10 +481,23 @@ class StableDiffusionGGML { tensor_storage_map, version); diffusion_model = std::make_shared(backend, - offload_params_to_cpu, - tensor_storage_map, - version, - sd_ctx_params->chroma_use_dit_mask); + offload_params_to_cpu, + tensor_storage_map, + version, + sd_ctx_params->chroma_use_dit_mask); + } else if (sd_version_is_longcat(version)) { + bool enable_vision = false; + cond_stage_model = std::make_shared(clip_backend, + offload_params_to_cpu, + tensor_storage_map, + version, + "", + enable_vision); + diffusion_model = std::make_shared(backend, + offload_params_to_cpu, + tensor_storage_map, + version, + sd_ctx_params->chroma_use_dit_mask); } else if (sd_version_is_wan(version)) { cond_stage_model = std::make_shared(clip_backend, offload_params_to_cpu, @@ -492,10 +506,10 @@ class StableDiffusionGGML { 1, true); diffusion_model = std::make_shared(backend, - offload_params_to_cpu, - tensor_storage_map, - "model.diffusion_model", - version); + offload_params_to_cpu, + tensor_storage_map, + "model.diffusion_model", + version); if (strlen(SAFE_STR(sd_ctx_params->high_noise_diffusion_model_path)) > 0) { high_noise_diffusion_model = std::make_shared(backend, offload_params_to_cpu, @@ -535,10 +549,10 @@ class StableDiffusionGGML { tensor_storage_map, version); diffusion_model = std::make_shared(backend, - offload_params_to_cpu, - tensor_storage_map, - "model.diffusion_model", - version); + offload_params_to_cpu, + tensor_storage_map, + "model.diffusion_model", + version); } else { // SD1.x SD2.x SDXL std::map embbeding_map; for (uint32_t i = 0; i < sd_ctx_params->embedding_count; i++) { @@ -894,7 +908,7 @@ class StableDiffusionGGML { flow_shift = 3.f; } } - } else if (sd_version_is_flux(version)) { + } else if (sd_version_is_flux(version) || sd_version_is_longcat(version)) { pred_type = FLUX_FLOW_PRED; if (flow_shift == INFINITY) { @@ -1484,7 +1498,7 @@ class StableDiffusionGGML { if (sd_version_is_sd3(version)) { latent_rgb_proj = sd3_latent_rgb_proj; latent_rgb_bias = sd3_latent_rgb_bias; - } else if (sd_version_is_flux(version) || sd_version_is_z_image(version)) { + } else if (sd_version_is_flux(version) || sd_version_is_z_image(version) || sd_version_is_longcat(version)) { latent_rgb_proj = flux_latent_rgb_proj; latent_rgb_bias = flux_latent_rgb_bias; } else if (sd_version_is_wan(version) || sd_version_is_qwen_image(version)) { From d8e0ba818c2953a040c4655ab4697c22bae9c7ba Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?St=C3=A9phane=20du=20Hamel?= Date: Fri, 5 Dec 2025 20:58:53 +0100 Subject: [PATCH 02/19] temp fix cuda error on quant concat for splitlinear --- ggml_extend.hpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ggml_extend.hpp b/ggml_extend.hpp index 0e562a40c..6554b67bb 100644 --- a/ggml_extend.hpp +++ b/ggml_extend.hpp @@ -2250,7 +2250,7 @@ class SplitLinear : public Linear { in_features(in_features), out_features_vec(out_features_vec), bias(bias), - force_f32(force_f32), + force_f32(true), force_prec_f32(force_prec_f32), scale(scale) {} From a1368b879fdd19991ea64087903267ff77a3e0a9 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?St=C3=A9phane=20du=20Hamel?= Date: Sat, 6 Dec 2025 02:43:46 +0100 Subject: [PATCH 03/19] pre-patchify --- flux.hpp | 1 + stable-diffusion.cpp | 21 ++++++++++++++++----- vae.hpp | 4 ++-- 3 files changed, 19 insertions(+), 7 deletions(-) diff --git a/flux.hpp b/flux.hpp index 8d329a3ae..18f8d5ad9 100644 --- a/flux.hpp +++ b/flux.hpp @@ -1319,6 +1319,7 @@ namespace Flux { } else if (sd_version_is_longcat(version)) { flux_params.context_in_dim = 3584; flux_params.vec_in_dim = 0; + flux_params.patch_size = 1; } int64_t head_dim = 0; for (auto pair : tensor_storage_map) { diff --git a/stable-diffusion.cpp b/stable-diffusion.cpp index a02beede9..572dd0285 100644 --- a/stable-diffusion.cpp +++ b/stable-diffusion.cpp @@ -481,10 +481,10 @@ class StableDiffusionGGML { tensor_storage_map, version); diffusion_model = std::make_shared(backend, - offload_params_to_cpu, - tensor_storage_map, - version, - sd_ctx_params->chroma_use_dit_mask); + offload_params_to_cpu, + tensor_storage_map, + version, + sd_ctx_params->chroma_use_dit_mask); } else if (sd_version_is_longcat(version)) { bool enable_vision = false; cond_stage_model = std::make_shared(clip_backend, @@ -918,6 +918,9 @@ class StableDiffusionGGML { flow_shift = 1.15f; } } + if(sd_version_is_longcat(version)) { + flow_shift = 3.0f; + } } } else if (sd_version_is_flux2(version)) { pred_type = FLUX2_FLOW_PRED; @@ -1481,6 +1484,12 @@ class StableDiffusionGGML { if (sd_version_is_flux2(version)) { latent_rgb_proj = flux2_latent_rgb_proj; latent_rgb_bias = flux2_latent_rgb_bias; + patch_sz = 2; + } + } else if (dim == 64) { + if (sd_version_is_flux(version) || sd_version_is_z_image(version) || sd_version_is_longcat(version)) { + latent_rgb_proj = flux_latent_rgb_proj; + latent_rgb_bias = flux_latent_rgb_bias; patch_sz = 2; } } else if (dim == 48) { @@ -2269,7 +2278,7 @@ class StableDiffusionGGML { int vae_scale_factor = 8; if (version == VERSION_WAN2_2_TI2V) { vae_scale_factor = 16; - } else if (sd_version_is_flux2(version)) { + } else if (sd_version_is_flux2(version) || sd_version_is_longcat(version)) { vae_scale_factor = 16; } else if (version == VERSION_CHROMA_RADIANCE) { vae_scale_factor = 1; @@ -2298,6 +2307,8 @@ class StableDiffusionGGML { latent_channel = 3; } else if (sd_version_is_flux2(version)) { latent_channel = 128; + } else if (sd_version_is_longcat(version)) { + latent_channel = 64; } else { latent_channel = 16; } diff --git a/vae.hpp b/vae.hpp index 232500295..eb6dc0f42 100644 --- a/vae.hpp +++ b/vae.hpp @@ -552,7 +552,7 @@ class AutoencodingEngine : public GGMLBlock { struct ggml_tensor* decode(GGMLRunnerContext* ctx, struct ggml_tensor* z) { // z: [N, z_channels, h, w] - if (sd_version_is_flux2(version)) { + if (sd_version_is_flux2(version) || sd_version_is_longcat(version)) { // [N, C*p*p, h, w] -> [N, C, h*p, w*p] int64_t p = 2; @@ -591,7 +591,7 @@ class AutoencodingEngine : public GGMLBlock { auto quant_conv = std::dynamic_pointer_cast(blocks["quant_conv"]); z = quant_conv->forward(ctx, z); // [N, 2*embed_dim, h/8, w/8] } - if (sd_version_is_flux2(version)) { + if (sd_version_is_flux2(version) || sd_version_is_longcat(version)) { z = ggml_ext_chunk(ctx->ggml_ctx, z, 2, 2)[0]; // [N, C, H, W] -> [N, C*p*p, H/p, W/p] From 92daf7bed2a96c2c5e763c49bd672fc85496367e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?St=C3=A9phane=20du=20Hamel?= Date: Sat, 6 Dec 2025 02:44:20 +0100 Subject: [PATCH 04/19] longcat rope ids --- conditioner.hpp | 11 +++++++++++ flux.hpp | 7 +++---- ggml_extend.hpp | 26 +++++++++++++++++--------- rope.hpp | 35 +++++++++++++++++++++++++---------- 4 files changed, 56 insertions(+), 23 deletions(-) diff --git a/conditioner.hpp b/conditioner.hpp index a4e84aa3b..a48c376b9 100644 --- a/conditioner.hpp +++ b/conditioner.hpp @@ -1829,6 +1829,17 @@ struct LLMEmbedder : public Conditioner { prompt_attn_range.second = static_cast(prompt.size()); prompt += "<|im_end|>\n<|im_start|>assistant\n\n\n\n\n"; + } else if (sd_version_is_longcat(version)) { + prompt_template_encode_start_idx = 36; + // prompt_template_encode_end_idx = 5; + + prompt = "<|im_start|>system\nAs an image captioning expert, generate a descriptive text prompt based on an image content, suitable for input to a text-to-image model.<|im_end|>\n<|im_start|>user\n"; + + prompt_attn_range.first = static_cast(prompt.size()); + prompt += conditioner_params.text; + prompt_attn_range.second = static_cast(prompt.size()); + + prompt += "<|im_end|>\n<|im_start|>assistant\n"; } else { prompt_template_encode_start_idx = 34; diff --git a/flux.hpp b/flux.hpp index 18f8d5ad9..0f5987a11 100644 --- a/flux.hpp +++ b/flux.hpp @@ -1388,7 +1388,7 @@ namespace Flux { } if (flux_params.diffusers_style) { - LOG_INFO("Using diffusers-style naming"); + LOG_INFO("Using diffusers-style attention blocks"); } flux = Flux(flux_params); @@ -1502,7 +1502,6 @@ namespace Flux { } else if (version == VERSION_OVIS_IMAGE) { txt_arange_dims = {1, 2}; } - pe_vec = Rope::gen_flux_pe(static_cast(x->ne[1]), static_cast(x->ne[0]), flux_params.patch_size, @@ -1515,9 +1514,9 @@ namespace Flux { flux_params.theta, circular_y_enabled, circular_x_enabled, - flux_params.axes_dim); + flux_params.axes_dim, + sd_version_is_longcat(version)); int pos_len = static_cast(pe_vec.size() / flux_params.axes_dim_sum / 2); - // LOG_DEBUG("pos_len %d", pos_len); auto pe = ggml_new_tensor_4d(compute_ctx, GGML_TYPE_F32, 2, 2, flux_params.axes_dim_sum / 2, pos_len); // pe->data = pe_vec.data(); // print_ggml_tensor(pe); diff --git a/ggml_extend.hpp b/ggml_extend.hpp index 6554b67bb..6e5450cad 100644 --- a/ggml_extend.hpp +++ b/ggml_extend.hpp @@ -2250,7 +2250,7 @@ class SplitLinear : public Linear { in_features(in_features), out_features_vec(out_features_vec), bias(bias), - force_f32(true), + force_f32(force_f32), force_prec_f32(force_prec_f32), scale(scale) {} @@ -2260,21 +2260,29 @@ class SplitLinear : public Linear { if (bias) { b = params["bias"]; } - // concat all weights and biases together - for (int i = 1; i < out_features_vec.size(); i++) { - w = ggml_concat(ctx->ggml_ctx, w, params["weight." + std::to_string(i)], 1); - if (bias) { - b = ggml_concat(ctx->ggml_ctx, b, params["bias." + std::to_string(i)], 0); - } - } if (ctx->weight_adapter) { + // concat all weights and biases together so it runs in one linear layer + for (int i = 1; i < out_features_vec.size(); i++) { + w = ggml_concat(ctx->ggml_ctx, w, params["weight." + std::to_string(i)], 1); + if (bias) { + b = ggml_concat(ctx->ggml_ctx, b, params["bias." + std::to_string(i)], 0); + } + } WeightAdapter::ForwardParams forward_params; forward_params.op_type = WeightAdapter::ForwardParams::op_type_t::OP_LINEAR; forward_params.linear.force_prec_f32 = force_prec_f32; forward_params.linear.scale = scale; return ctx->weight_adapter->forward_with_lora(ctx->ggml_ctx, x, w, b, prefix, forward_params); } - return ggml_ext_linear(ctx->ggml_ctx, x, w, b, force_prec_f32, scale); + auto x0 = ggml_ext_linear(ctx->ggml_ctx, x, w, b, force_prec_f32, scale); + for (int i = 1; i < out_features_vec.size(); i++) { + auto wi = params["weight." + std::to_string(i)]; + auto bi = bias ? params["bias." + std::to_string(i)] : nullptr; + auto xi = ggml_ext_linear(ctx->ggml_ctx, x, wi, bi, force_prec_f32, scale); + x0 = ggml_concat(ctx->ggml_ctx, x0, xi, 0); + } + + return x0; } }; diff --git a/rope.hpp b/rope.hpp index 2d123b3cc..599a2ab0a 100644 --- a/rope.hpp +++ b/rope.hpp @@ -106,7 +106,16 @@ namespace Rope { return txt_ids; } - __STATIC_INLINE__ std::vector> gen_flux_img_ids(int h, + __STATIC_INLINE__ std::vector> gen_longcat_txt_ids(int bs, int context_len, int axes_dim_num) { + auto txt_ids = std::vector>(bs * context_len, std::vector(axes_dim_num, 0.0f)); + for (int i = 0; i < bs * context_len; i++) { + txt_ids[i][1] = (i % context_len); + txt_ids[i][2] = (i % context_len); + } + return txt_ids; + } + + __STATIC_INLINE__ std::vector> gen_flux_img_ids(int h, int w, int patch_size, int bs, @@ -117,7 +126,6 @@ namespace Rope { bool scale_rope = false) { int h_len = (h + (patch_size / 2)) / patch_size; int w_len = (w + (patch_size / 2)) / patch_size; - std::vector> img_ids(h_len * w_len, std::vector(axes_dim_num, 0.0)); int h_start = h_offset; @@ -206,6 +214,7 @@ namespace Rope { __STATIC_INLINE__ std::vector> gen_refs_ids(int patch_size, int bs, int axes_dim_num, + int start_index, const std::vector& ref_latents, bool increase_ref_index, float ref_index_scale, @@ -213,7 +222,7 @@ namespace Rope { std::vector> ids; int curr_h_offset = 0; int curr_w_offset = 0; - int index = 1; + int index = start_index; for (ggml_tensor* ref : ref_latents) { int h_offset = 0; int w_offset = 0; @@ -256,13 +265,17 @@ namespace Rope { std::set txt_arange_dims, const std::vector& ref_latents, bool increase_ref_index, - float ref_index_scale) { - auto txt_ids = gen_flux_txt_ids(bs, context_len, axes_dim_num, txt_arange_dims); - auto img_ids = gen_flux_img_ids(h, w, patch_size, bs, axes_dim_num); + float ref_index_scale, + bool is_longcat) { + int start_index = is_longcat ? 1 : 0; + + auto txt_ids = is_longcat ? gen_longcat_txt_ids(bs, context_len, axes_dim_num) : gen_flux_txt_ids(bs, context_len, axes_dim_num, txt_arange_dims); + int offset = is_longcat ? context_len : 0; + auto img_ids = gen_flux_img_ids(h, w, patch_size, bs, axes_dim_num, start_index, offset, offset); auto ids = concat_ids(txt_ids, img_ids, bs); if (ref_latents.size() > 0) { - auto refs_ids = gen_refs_ids(patch_size, bs, axes_dim_num, ref_latents, increase_ref_index, ref_index_scale, false); + auto refs_ids = gen_refs_ids(patch_size, bs, axes_dim_num, start_index + 1, ref_latents, increase_ref_index, ref_index_scale, false); ids = concat_ids(ids, refs_ids, bs); } return ids; @@ -281,7 +294,8 @@ namespace Rope { int theta, bool circular_h, bool circular_w, - const std::vector& axes_dim) { + const std::vector& axes_dim, + bool is_longcat) { std::vector> ids = gen_flux_ids(h, w, patch_size, @@ -291,7 +305,8 @@ namespace Rope { txt_arange_dims, ref_latents, increase_ref_index, - ref_index_scale); + ref_index_scale, + is_longcat); std::vector> wrap_dims; if ((circular_h || circular_w) && bs > 0 && axes_dim.size() >= 3) { int h_len = (h + (patch_size / 2)) / patch_size; @@ -356,7 +371,7 @@ namespace Rope { auto img_ids = gen_flux_img_ids(h, w, patch_size, bs, axes_dim_num, 0, 0, 0, true); auto ids = concat_ids(txt_ids_repeated, img_ids, bs); if (ref_latents.size() > 0) { - auto refs_ids = gen_refs_ids(patch_size, bs, axes_dim_num, ref_latents, increase_ref_index, 1.f, true); + auto refs_ids = gen_refs_ids(patch_size, bs, axes_dim_num, 1, ref_latents, increase_ref_index, 1.f, true); ids = concat_ids(ids, refs_ids, bs); } return ids; From aaef8b8a8c33af013dc5d1b6d0464840125e6053 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?St=C3=A9phane=20du=20Hamel?= Date: Sat, 6 Dec 2025 03:47:52 +0100 Subject: [PATCH 05/19] Fix diffusers_style detection --- flux.hpp | 26 +++++++++++++------------- 1 file changed, 13 insertions(+), 13 deletions(-) diff --git a/flux.hpp b/flux.hpp index 0f5987a11..ab29e7292 100644 --- a/flux.hpp +++ b/flux.hpp @@ -88,19 +88,19 @@ namespace Flux { public: SelfAttention(int64_t dim, - int64_t num_heads = 8, - bool qkv_bias = false, - bool proj_bias = true, - bool diffusers_style = false) + int64_t num_heads = 8, + bool qkv_bias = false, + bool proj_bias = true, + bool diffusers_style = false) : num_heads(num_heads) { int64_t head_dim = dim / num_heads; - if(diffusers_style) { - blocks["qkv"] = std::shared_ptr(new SplitLinear(dim, {dim, dim, dim}, qkv_bias)); + if (diffusers_style) { + blocks["qkv"] = std::shared_ptr(new SplitLinear(dim, {dim, dim, dim}, qkv_bias)); } else { - blocks["qkv"] = std::shared_ptr(new Linear(dim, dim * 3, qkv_bias)); + blocks["qkv"] = std::shared_ptr(new Linear(dim, dim * 3, qkv_bias)); } - blocks["norm"] = std::shared_ptr(new QKNorm(head_dim)); - blocks["proj"] = std::shared_ptr(new Linear(dim, dim, proj_bias)); + blocks["norm"] = std::shared_ptr(new QKNorm(head_dim)); + blocks["proj"] = std::shared_ptr(new Linear(dim, dim, proj_bias)); } std::vector pre_attention(GGMLRunnerContext* ctx, struct ggml_tensor* x) { @@ -787,8 +787,8 @@ namespace Flux { bool use_yak_mlp = false; bool use_mlp_silu_act = false; float ref_index_scale = 1.f; + bool diffusers_style = false; ChromaRadianceParams chroma_radiance_params; - bool diffusers_style = false; }; struct Flux : public GGMLBlock { @@ -1329,7 +1329,7 @@ namespace Flux { if (tensor_name.find("guidance_in.in_layer.weight") != std::string::npos) { flux_params.guidance_embed = true; } - if (tensor_name.find("model.diffusion_model.single_blocks.0.linear1.weight.1") == std::string::npos) { + if (tensor_name.find("model.diffusion_model.single_blocks.0.linear1.weight.1") != std::string::npos) { flux_params.diffusers_style = true; } if (tensor_name.find("__x0__") != std::string::npos) { @@ -1515,9 +1515,9 @@ namespace Flux { circular_y_enabled, circular_x_enabled, flux_params.axes_dim, - sd_version_is_longcat(version)); + sd_version_is_longcat(version)); int pos_len = static_cast(pe_vec.size() / flux_params.axes_dim_sum / 2); - auto pe = ggml_new_tensor_4d(compute_ctx, GGML_TYPE_F32, 2, 2, flux_params.axes_dim_sum / 2, pos_len); + auto pe = ggml_new_tensor_4d(compute_ctx, GGML_TYPE_F32, 2, 2, flux_params.axes_dim_sum / 2, pos_len); // pe->data = pe_vec.data(); // print_ggml_tensor(pe); // pe->data = nullptr; From 770ea037ddfca9b75d02247897691018926b75ed Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?St=C3=A9phane=20du=20Hamel?= Date: Sat, 6 Dec 2025 16:05:58 +0100 Subject: [PATCH 06/19] Flux: simplify when patch_size is 1 --- flux.hpp | 11 +++++++++++ 1 file changed, 11 insertions(+) diff --git a/flux.hpp b/flux.hpp index ab29e7292..9dd6fe3b1 100644 --- a/flux.hpp +++ b/flux.hpp @@ -896,6 +896,11 @@ namespace Flux { int64_t C = x->ne[2]; int64_t H = x->ne[1]; int64_t W = x->ne[0]; + if (params.patch_size == 1) { + x = ggml_reshape_3d(ctx, x, H * W, C, N); // [N, C, H*W] + x = ggml_cont(ctx, ggml_permute(ctx, x, 1, 0, 2, 3)); // [N, H*W, C] + return x; + } int64_t p = params.patch_size; int64_t h = H / params.patch_size; int64_t w = W / params.patch_size; @@ -930,6 +935,12 @@ namespace Flux { int64_t W = w * params.patch_size; int64_t p = params.patch_size; + if (params.patch_size == 1) { + x = ggml_cont(ctx, ggml_permute(ctx, x, 1, 0, 2, 3)); // [N, C, H*W] + x = ggml_reshape_4d(ctx, x, W, H, C, N); // [N, C, H, W] + return x; + } + GGML_ASSERT(C * p * p == x->ne[0]); x = ggml_reshape_4d(ctx, x, p * p, C, w * h, N); // [N, h*w, C, p*p] From 598e9cf36eb32b021fa42b3dc18b10b44ad1cf9a Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?St=C3=A9phane=20du=20Hamel?= Date: Sat, 6 Dec 2025 16:06:32 +0100 Subject: [PATCH 07/19] correct rope offset for image tokens stuff --- ggml_extend.hpp | 12 ++++++------ rope.hpp | 13 +++++++------ stable-diffusion.cpp | 6 +++++- 3 files changed, 18 insertions(+), 13 deletions(-) diff --git a/ggml_extend.hpp b/ggml_extend.hpp index 6e5450cad..50191cb4e 100644 --- a/ggml_extend.hpp +++ b/ggml_extend.hpp @@ -2274,15 +2274,15 @@ class SplitLinear : public Linear { forward_params.linear.scale = scale; return ctx->weight_adapter->forward_with_lora(ctx->ggml_ctx, x, w, b, prefix, forward_params); } - auto x0 = ggml_ext_linear(ctx->ggml_ctx, x, w, b, force_prec_f32, scale); + auto out = ggml_ext_linear(ctx->ggml_ctx, x, w, b, force_prec_f32, scale); for (int i = 1; i < out_features_vec.size(); i++) { - auto wi = params["weight." + std::to_string(i)]; - auto bi = bias ? params["bias." + std::to_string(i)] : nullptr; - auto xi = ggml_ext_linear(ctx->ggml_ctx, x, wi, bi, force_prec_f32, scale); - x0 = ggml_concat(ctx->ggml_ctx, x0, xi, 0); + auto wi = params["weight." + std::to_string(i)]; + auto bi = bias ? params["bias." + std::to_string(i)] : nullptr; + auto curr_out = ggml_ext_linear(ctx->ggml_ctx, x, wi, bi, force_prec_f32, scale); + out = ggml_concat(ctx->ggml_ctx, out, curr_out, 0); } - return x0; + return out; } }; diff --git a/rope.hpp b/rope.hpp index 599a2ab0a..2ee1d987a 100644 --- a/rope.hpp +++ b/rope.hpp @@ -218,10 +218,11 @@ namespace Rope { const std::vector& ref_latents, bool increase_ref_index, float ref_index_scale, - bool scale_rope) { + bool scale_rope, + int base_offset = 0) { std::vector> ids; - int curr_h_offset = 0; - int curr_w_offset = 0; + int curr_h_offset = base_offset; + int curr_w_offset = base_offset; int index = start_index; for (ggml_tensor* ref : ref_latents) { int h_offset = 0; @@ -267,15 +268,15 @@ namespace Rope { bool increase_ref_index, float ref_index_scale, bool is_longcat) { - int start_index = is_longcat ? 1 : 0; + int x_index = is_longcat ? 1 : 0; auto txt_ids = is_longcat ? gen_longcat_txt_ids(bs, context_len, axes_dim_num) : gen_flux_txt_ids(bs, context_len, axes_dim_num, txt_arange_dims); int offset = is_longcat ? context_len : 0; - auto img_ids = gen_flux_img_ids(h, w, patch_size, bs, axes_dim_num, start_index, offset, offset); + auto img_ids = gen_flux_img_ids(h, w, patch_size, bs, axes_dim_num, x_index, offset, offset); auto ids = concat_ids(txt_ids, img_ids, bs); if (ref_latents.size() > 0) { - auto refs_ids = gen_refs_ids(patch_size, bs, axes_dim_num, start_index + 1, ref_latents, increase_ref_index, ref_index_scale, false); + auto refs_ids = gen_refs_ids(patch_size, bs, axes_dim_num, x_index + 1, ref_latents, increase_ref_index, ref_index_scale, false, offset); ids = concat_ids(ids, refs_ids, bs); } return ids; diff --git a/stable-diffusion.cpp b/stable-diffusion.cpp index 572dd0285..fee42a480 100644 --- a/stable-diffusion.cpp +++ b/stable-diffusion.cpp @@ -487,6 +487,9 @@ class StableDiffusionGGML { sd_ctx_params->chroma_use_dit_mask); } else if (sd_version_is_longcat(version)) { bool enable_vision = false; + if (!vae_decode_only) { + enable_vision = true; + } cond_stage_model = std::make_shared(clip_backend, offload_params_to_cpu, tensor_storage_map, @@ -918,7 +921,7 @@ class StableDiffusionGGML { flow_shift = 1.15f; } } - if(sd_version_is_longcat(version)) { + if (sd_version_is_longcat(version)) { flow_shift = 3.0f; } } @@ -2614,6 +2617,7 @@ class StableDiffusionGGML { sd_version_is_qwen_image(version) || sd_version_is_wan(version) || sd_version_is_flux2(version) || + sd_version_is_longcat(version) || version == VERSION_CHROMA_RADIANCE) { latent = vae_output; } else if (version == VERSION_SD1_PIX2PIX) { From 54ffa45876c7763c92532151e3c205f1f4022a3f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?St=C3=A9phane=20du=20Hamel?= Date: Mon, 8 Dec 2025 01:36:17 +0100 Subject: [PATCH 08/19] Fix token length --- conditioner.hpp | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/conditioner.hpp b/conditioner.hpp index a48c376b9..a3de662f1 100644 --- a/conditioner.hpp +++ b/conditioner.hpp @@ -1706,7 +1706,7 @@ struct LLMEmbedder : public Conditioner { std::vector> image_embeds; std::pair prompt_attn_range; int prompt_template_encode_start_idx = 34; - int max_length = 0; + int max_length = 0; std::set out_layers; std::vector tokens; std::vector weights; @@ -1832,6 +1832,7 @@ struct LLMEmbedder : public Conditioner { } else if (sd_version_is_longcat(version)) { prompt_template_encode_start_idx = 36; // prompt_template_encode_end_idx = 5; + max_length = 512; prompt = "<|im_start|>system\nAs an image captioning expert, generate a descriptive text prompt based on an image content, suitable for input to a text-to-image model.<|im_end|>\n<|im_start|>user\n"; From a57607bd2ff7d17294d8847a1d0b8322bc73de0f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?St=C3=A9phane=20du=20Hamel?= Date: Mon, 8 Dec 2025 02:28:29 +0100 Subject: [PATCH 09/19] Split quoted text into character-level tokens remove debug logs --- conditioner.hpp | 105 +++++++++++++++++++++++++++++++++++------------- 1 file changed, 76 insertions(+), 29 deletions(-) diff --git a/conditioner.hpp b/conditioner.hpp index a3de662f1..f61219a36 100644 --- a/conditioner.hpp +++ b/conditioner.hpp @@ -1656,46 +1656,91 @@ struct LLMEmbedder : public Conditioner { } } - std::tuple, std::vector> tokenize(std::string text, - std::pair attn_range, - size_t max_length = 0, - bool padding = false) { + std::tuple, std::vector> tokenize( + std::string text, + std::pair attn_range, + size_t max_length = 0, + bool padding = false, + bool spell_quotes = false) { std::vector> parsed_attention; parsed_attention.emplace_back(text.substr(0, attn_range.first), 1.f); + if (attn_range.second - attn_range.first > 0) { - auto new_parsed_attention = parse_prompt_attention(text.substr(attn_range.first, attn_range.second - attn_range.first)); - parsed_attention.insert(parsed_attention.end(), - new_parsed_attention.begin(), - new_parsed_attention.end()); + auto new_parsed_attention = parse_prompt_attention( + text.substr(attn_range.first, attn_range.second - attn_range.first)); + parsed_attention.insert( + parsed_attention.end(), + new_parsed_attention.begin(), + new_parsed_attention.end()); } parsed_attention.emplace_back(text.substr(attn_range.second), 1.f); - { - std::stringstream ss; - ss << "["; - for (const auto& item : parsed_attention) { - ss << "['" << item.first << "', " << item.second << "], "; - } - ss << "]"; - LOG_DEBUG("parse '%s' to %s", text.c_str(), ss.str().c_str()); - } + + // { + // std::stringstream ss; + // ss << '['; + // for (const auto& item : parsed_attention) { + // ss << "['" << item.first << "', " << item.second << "], "; + // } + // ss << ']'; + // LOG_DEBUG("parse '%s' to %s", text.c_str(), ss.str().c_str()); + // } std::vector tokens; std::vector weights; + for (const auto& item : parsed_attention) { const std::string& curr_text = item.first; float curr_weight = item.second; - std::vector curr_tokens = tokenizer->tokenize(curr_text, nullptr); - tokens.insert(tokens.end(), curr_tokens.begin(), curr_tokens.end()); - weights.insert(weights.end(), curr_tokens.size(), curr_weight); - } - tokenizer->pad_tokens(tokens, weights, max_length, padding); + if (spell_quotes) { + std::vector parts; + bool in_quote = false; + std::string current_part; - // for (int i = 0; i < tokens.size(); i++) { - // std::cout << tokens[i] << ":" << weights[i] << ", " << i << std::endl; - // } - // std::cout << std::endl; + for (char c : curr_text) { + if (c == '\'') { + if (!current_part.empty()) { + parts.push_back(current_part); + current_part.clear(); + } + in_quote = !in_quote; + } else { + current_part += c; + if (in_quote && current_part.size() == 1) { + parts.push_back(current_part); + current_part.clear(); + } + } + } + if (!current_part.empty()) { + parts.push_back(current_part); + } + for (const auto& part : parts) { + if (part.empty()) + continue; + if (part[0] == '\'' && part.back() == '\'') { + std::string quoted_content = part.substr(1, part.size() - 2); + for (char ch : quoted_content) { + std::string char_str(1, ch); + std::vector char_tokens = tokenizer->tokenize(char_str, nullptr); + tokens.insert(tokens.end(), char_tokens.begin(), char_tokens.end()); + weights.insert(weights.end(), char_tokens.size(), curr_weight); + } + } else { + std::vector part_tokens = tokenizer->tokenize(part, nullptr); + tokens.insert(tokens.end(), part_tokens.begin(), part_tokens.end()); + weights.insert(weights.end(), part_tokens.size(), curr_weight); + } + } + } else { + std::vector curr_tokens = tokenizer->tokenize(curr_text, nullptr); + tokens.insert(tokens.end(), curr_tokens.begin(), curr_tokens.end()); + weights.insert(weights.end(), curr_tokens.size(), curr_weight); + } + } + + tokenizer->pad_tokens(tokens, weights, max_length, padding); return {tokens, weights}; } @@ -1706,7 +1751,8 @@ struct LLMEmbedder : public Conditioner { std::vector> image_embeds; std::pair prompt_attn_range; int prompt_template_encode_start_idx = 34; - int max_length = 0; + int max_length = 0; + bool spell_quotes = false; std::set out_layers; std::vector tokens; std::vector weights; @@ -1832,7 +1878,8 @@ struct LLMEmbedder : public Conditioner { } else if (sd_version_is_longcat(version)) { prompt_template_encode_start_idx = 36; // prompt_template_encode_end_idx = 5; - max_length = 512; + max_length = 512; + spell_quotes = true; prompt = "<|im_start|>system\nAs an image captioning expert, generate a descriptive text prompt based on an image content, suitable for input to a text-to-image model.<|im_end|>\n<|im_start|>user\n"; @@ -1854,7 +1901,7 @@ struct LLMEmbedder : public Conditioner { } if (tokens.empty()) { - auto tokens_and_weights = tokenize(prompt, prompt_attn_range, max_length, max_length > 0); + auto tokens_and_weights = tokenize(prompt, prompt_attn_range, max_length, max_length > 0, spell_quotes); tokens = std::get<0>(tokens_and_weights); weights = std::get<1>(tokens_and_weights); } From a09a9e540ef0e22f3573977ff14229753a9f4f1c Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?St=C3=A9phane=20du=20Hamel?= Date: Mon, 8 Dec 2025 13:43:37 +0100 Subject: [PATCH 10/19] support longcat-image-edit Fix base rope offset for ref images --- conditioner.hpp | 179 +++++++++++++++++++++++++++++++++--------------- rope.hpp | 13 ++-- 2 files changed, 131 insertions(+), 61 deletions(-) diff --git a/conditioner.hpp b/conditioner.hpp index f61219a36..7929807a5 100644 --- a/conditioner.hpp +++ b/conditioner.hpp @@ -1698,7 +1698,7 @@ struct LLMEmbedder : public Conditioner { std::string current_part; for (char c : curr_text) { - if (c == '\'') { + if (c == '"') { if (!current_part.empty()) { parts.push_back(current_part); current_part.clear(); @@ -1719,7 +1719,7 @@ struct LLMEmbedder : public Conditioner { for (const auto& part : parts) { if (part.empty()) continue; - if (part[0] == '\'' && part.back() == '\'') { + if (part[0] == '"' && part.back() == '"') { std::string quoted_content = part.substr(1, part.size() - 2); for (char ch : quoted_content) { std::string char_str(1, ch); @@ -1758,68 +1758,139 @@ struct LLMEmbedder : public Conditioner { std::vector weights; std::vector mask; if (llm->enable_vision && conditioner_params.ref_images.size() > 0) { - LOG_INFO("QwenImageEditPlusPipeline"); - prompt_template_encode_start_idx = 64; - int image_embed_idx = 64 + 6; - - int min_pixels = 384 * 384; - int max_pixels = 560 * 560; - std::string placeholder = "<|image_pad|>"; - std::string img_prompt; - - for (int i = 0; i < conditioner_params.ref_images.size(); i++) { - sd_image_f32_t image = sd_image_t_to_sd_image_f32_t(*conditioner_params.ref_images[i]); - double factor = llm->params.vision.patch_size * llm->params.vision.spatial_merge_size; - int height = image.height; - int width = image.width; - int h_bar = static_cast(std::round(height / factor) * factor); - int w_bar = static_cast(std::round(width / factor) * factor); - - if (static_cast(h_bar) * w_bar > max_pixels) { - double beta = std::sqrt((height * width) / static_cast(max_pixels)); - h_bar = std::max(static_cast(factor), - static_cast(std::floor(height / beta / factor)) * static_cast(factor)); - w_bar = std::max(static_cast(factor), - static_cast(std::floor(width / beta / factor)) * static_cast(factor)); - } else if (static_cast(h_bar) * w_bar < min_pixels) { - double beta = std::sqrt(static_cast(min_pixels) / (height * width)); - h_bar = static_cast(std::ceil(height * beta / factor)) * static_cast(factor); - w_bar = static_cast(std::ceil(width * beta / factor)) * static_cast(factor); + if (sd_version_is_longcat(version)) { + LOG_INFO("LongCatEditPipeline"); + prompt_template_encode_start_idx = 67; + // prompt_template_encode_end_idx = 5; + int image_embed_idx = 36 + 6; + + int min_pixels = 384 * 384; + int max_pixels = 560 * 560; + std::string placeholder = "<|image_pad|>"; + std::string img_prompt; + + + // Only one image is officicially supported by the model, not sure how it handles multiple images + for (int i = 0; i < conditioner_params.ref_images.size(); i++) { + sd_image_f32_t image = sd_image_t_to_sd_image_f32_t(*conditioner_params.ref_images[i]); + double factor = llm->params.vision.patch_size * llm->params.vision.spatial_merge_size; + int height = image.height; + int width = image.width; + int h_bar = static_cast(std::round(height / factor)) * factor; + int w_bar = static_cast(std::round(width / factor)) * factor; + + if (static_cast(h_bar) * w_bar > max_pixels) { + double beta = std::sqrt((height * width) / static_cast(max_pixels)); + h_bar = std::max(static_cast(factor), + static_cast(std::floor(height / beta / factor)) * static_cast(factor)); + w_bar = std::max(static_cast(factor), + static_cast(std::floor(width / beta / factor)) * static_cast(factor)); + } else if (static_cast(h_bar) * w_bar < min_pixels) { + double beta = std::sqrt(static_cast(min_pixels) / (height * width)); + h_bar = static_cast(std::ceil(height * beta / factor)) * static_cast(factor); + w_bar = static_cast(std::ceil(width * beta / factor)) * static_cast(factor); + } + + LOG_DEBUG("resize conditioner ref image %d from %dx%d to %dx%d", i, image.height, image.width, h_bar, w_bar); + + sd_image_f32_t resized_image = clip_preprocess(image, w_bar, h_bar); + free(image.data); + image.data = nullptr; + + ggml_tensor* image_tensor = ggml_new_tensor_4d(work_ctx, GGML_TYPE_F32, resized_image.width, resized_image.height, 3, 1); + sd_image_f32_to_ggml_tensor(resized_image, image_tensor, false); + free(resized_image.data); + resized_image.data = nullptr; + + ggml_tensor* image_embed = nullptr; + llm->encode_image(n_threads, image_tensor, &image_embed, work_ctx); + image_embeds.emplace_back(image_embed_idx, image_embed); + image_embed_idx += 1 + image_embed->ne[1] + 6; + + img_prompt += "<|vision_start|>"; + int64_t num_image_tokens = image_embed->ne[1]; + img_prompt.reserve(num_image_tokens * placeholder.size()); + for (int j = 0; j < num_image_tokens; j++) { + img_prompt += placeholder; + } + img_prompt += "<|vision_end|>"; } - LOG_DEBUG("resize conditioner ref image %d from %dx%d to %dx%d", i, image.height, image.width, h_bar, w_bar); + max_length = 512; + spell_quotes = true; + prompt = "<|im_start|>system\nAs an image editing expert, first analyze the content and attributes of the input image(s). Then, based on the user's editing instructions, clearly and precisely determine how to modify the given image(s), ensuring that only the specified parts are altered and all other aspects remain consistent with the original(s).<|im_end|>\n<|im_start|>user\n"; + prompt += img_prompt; + + prompt_attn_range.first = static_cast(prompt.size()); + prompt += conditioner_params.text; + prompt_attn_range.second = static_cast(prompt.size()); + + prompt += "<|im_end|>\n<|im_start|>assistant\n"; + + } else { + LOG_INFO("QwenImageEditPlusPipeline"); + prompt_template_encode_start_idx = 64; + int image_embed_idx = 64 + 6; + + int min_pixels = 384 * 384; + int max_pixels = 560 * 560; + std::string placeholder = "<|image_pad|>"; + std::string img_prompt; + + for (int i = 0; i < conditioner_params.ref_images.size(); i++) { + sd_image_f32_t image = sd_image_t_to_sd_image_f32_t(*conditioner_params.ref_images[i]); + double factor = llm->params.vision.patch_size * llm->params.vision.spatial_merge_size; + int height = image.height; + int width = image.width; + int h_bar = static_cast(std::round(height / factor) * factor); + int w_bar = static_cast(std::round(width / factor) * factor); + + if (static_cast(h_bar) * w_bar > max_pixels) { + double beta = std::sqrt((height * width) / static_cast(max_pixels)); + h_bar = std::max(static_cast(factor), + static_cast(std::floor(height / beta / factor)) * static_cast(factor)); + w_bar = std::max(static_cast(factor), + static_cast(std::floor(width / beta / factor)) * static_cast(factor)); + } else if (static_cast(h_bar) * w_bar < min_pixels) { + double beta = std::sqrt(static_cast(min_pixels) / (height * width)); + h_bar = static_cast(std::ceil(height * beta / factor)) * static_cast(factor); + w_bar = static_cast(std::ceil(width * beta / factor)) * static_cast(factor); + } + + LOG_DEBUG("resize conditioner ref image %d from %dx%d to %dx%d", i, image.height, image.width, h_bar, w_bar); - sd_image_f32_t resized_image = clip_preprocess(image, w_bar, h_bar); - free(image.data); - image.data = nullptr; + sd_image_f32_t resized_image = clip_preprocess(image, w_bar, h_bar); + free(image.data); + image.data = nullptr; - ggml_tensor* image_tensor = ggml_new_tensor_4d(work_ctx, GGML_TYPE_F32, resized_image.width, resized_image.height, 3, 1); - sd_image_f32_to_ggml_tensor(resized_image, image_tensor, false); - free(resized_image.data); - resized_image.data = nullptr; + ggml_tensor* image_tensor = ggml_new_tensor_4d(work_ctx, GGML_TYPE_F32, resized_image.width, resized_image.height, 3, 1); + sd_image_f32_to_ggml_tensor(resized_image, image_tensor, false); + free(resized_image.data); + resized_image.data = nullptr; - ggml_tensor* image_embed = nullptr; - llm->encode_image(n_threads, image_tensor, &image_embed, work_ctx); - image_embeds.emplace_back(image_embed_idx, image_embed); - image_embed_idx += 1 + static_cast(image_embed->ne[1]) + 6; + ggml_tensor* image_embed = nullptr; + llm->encode_image(n_threads, image_tensor, &image_embed, work_ctx); + image_embeds.emplace_back(image_embed_idx, image_embed); + image_embed_idx += 1 + static_cast(image_embed->ne[1]) + 6; - img_prompt += "Picture " + std::to_string(i + 1) + ": <|vision_start|>"; // [24669, 220, index, 25, 220, 151652] - int64_t num_image_tokens = image_embed->ne[1]; - img_prompt.reserve(num_image_tokens * placeholder.size()); - for (int j = 0; j < num_image_tokens; j++) { - img_prompt += placeholder; + img_prompt += "Picture " + std::to_string(i + 1) + ": <|vision_start|>"; // [24669, 220, index, 25, 220, 151652] + int64_t num_image_tokens = image_embed->ne[1]; + img_prompt.reserve(num_image_tokens * placeholder.size()); + for (int j = 0; j < num_image_tokens; j++) { + img_prompt += placeholder; + } + img_prompt += "<|vision_end|>"; } - img_prompt += "<|vision_end|>"; - } - prompt = "<|im_start|>system\nDescribe the key features of the input image (color, shape, size, texture, objects, background), then explain how the user's text instruction should alter or modify the image. Generate a new image that meets the user's requirements while maintaining consistency with the original input where appropriate.<|im_end|>\n<|im_start|>user\n"; - prompt += img_prompt; + prompt = "<|im_start|>system\nDescribe the key features of the input image (color, shape, size, texture, objects, background), then explain how the user's text instruction should alter or modify the image. Generate a new image that meets the user's requirements while maintaining consistency with the original input where appropriate.<|im_end|>\n<|im_start|>user\n"; + prompt += img_prompt; - prompt_attn_range.first = static_cast(prompt.size()); - prompt += conditioner_params.text; - prompt_attn_range.second = static_cast(prompt.size()); + prompt_attn_range.first = static_cast(prompt.size()); + prompt += conditioner_params.text; + prompt_attn_range.second = static_cast(prompt.size()); - prompt += "<|im_end|>\n<|im_start|>assistant\n"; + prompt += "<|im_end|>\n<|im_start|>assistant\n"; + } } else if (version == VERSION_FLUX2) { prompt_template_encode_start_idx = 0; out_layers = {10, 20, 30}; diff --git a/rope.hpp b/rope.hpp index 2ee1d987a..ab15e458c 100644 --- a/rope.hpp +++ b/rope.hpp @@ -115,7 +115,7 @@ namespace Rope { return txt_ids; } - __STATIC_INLINE__ std::vector> gen_flux_img_ids(int h, + __STATIC_INLINE__ std::vector> gen_flux_img_ids(int h, int w, int patch_size, int bs, @@ -138,7 +138,6 @@ namespace Rope { std::vector row_ids = linspace(1.f * h_start, 1.f * h_start + h_len - 1, h_len); std::vector col_ids = linspace(1.f * w_start, 1.f * w_start + w_len - 1, w_len); - for (int i = 0; i < h_len; ++i) { for (int j = 0; j < w_len; ++j) { img_ids[i * w_len + j][0] = 1.f * index; @@ -219,10 +218,10 @@ namespace Rope { bool increase_ref_index, float ref_index_scale, bool scale_rope, - int base_offset = 0) { + int base_offset = 0) { std::vector> ids; - int curr_h_offset = base_offset; - int curr_w_offset = base_offset; + int curr_h_offset = 0; + int curr_w_offset = 0; int index = start_index; for (ggml_tensor* ref : ref_latents) { int h_offset = 0; @@ -242,8 +241,8 @@ namespace Rope { bs, axes_dim_num, static_cast(index * ref_index_scale), - h_offset, - w_offset, + h_offset + base_offset, + w_offset + base_offset, scale_rope); ids = concat_ids(ids, ref_ids, bs); From 58d6e31f8b300ea9b75a3c33e1ffdb82c5a6e494 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?St=C3=A9phane=20du=20Hamel?= Date: Fri, 12 Dec 2025 02:10:46 +0100 Subject: [PATCH 11/19] Split quotes by utf8 characters rather than individual char --- conditioner.hpp | 87 +++++++++++++++++++++++++------------------------ 1 file changed, 45 insertions(+), 42 deletions(-) diff --git a/conditioner.hpp b/conditioner.hpp index 7929807a5..597e2bee1 100644 --- a/conditioner.hpp +++ b/conditioner.hpp @@ -1656,6 +1656,19 @@ struct LLMEmbedder : public Conditioner { } } + size_t get_utf8_char_len(char c) { + unsigned char uc = static_cast(c); + if ((uc & 0x80) == 0) + return 1; // ASCII (1 byte) + if ((uc & 0xE0) == 0xC0) + return 2; // 2-byte char + if ((uc & 0xF0) == 0xE0) + return 3; // 3-byte char (Common for Chinese/Japanese) + if ((uc & 0xF8) == 0xF0) + return 4; // 4-byte char (Emojis, etc.) + return 1; // Fallback (should not happen in valid UTF-8) + } + std::tuple, std::vector> tokenize( std::string text, std::pair attn_range, @@ -1675,16 +1688,6 @@ struct LLMEmbedder : public Conditioner { } parsed_attention.emplace_back(text.substr(attn_range.second), 1.f); - // { - // std::stringstream ss; - // ss << '['; - // for (const auto& item : parsed_attention) { - // ss << "['" << item.first << "', " << item.second << "], "; - // } - // ss << ']'; - // LOG_DEBUG("parse '%s' to %s", text.c_str(), ss.str().c_str()); - // } - std::vector tokens; std::vector weights; @@ -1693,46 +1696,47 @@ struct LLMEmbedder : public Conditioner { float curr_weight = item.second; if (spell_quotes) { - std::vector parts; + std::string buffer; bool in_quote = false; - std::string current_part; - for (char c : curr_text) { - if (c == '"') { - if (!current_part.empty()) { - parts.push_back(current_part); - current_part.clear(); + size_t i = 0; + while (i < curr_text.size()) { + // utf8 character can be 1-4 char + size_t char_len = get_utf8_char_len(curr_text[i]); + + // Safety check to prevent reading past end of string + if (i + char_len > curr_text.size()) { + char_len = curr_text.size() - i; + } + std::string uchar = curr_text.substr(i, char_len); + i += char_len; + + if (uchar == "\"") { + buffer += uchar; + // If we were accumulating normal text, flush it now + if (!in_quote) { + std::vector part_tokens = tokenizer->tokenize(buffer, nullptr); + tokens.insert(tokens.end(), part_tokens.begin(), part_tokens.end()); + weights.insert(weights.end(), part_tokens.size(), curr_weight); + buffer.clear(); } in_quote = !in_quote; } else { - current_part += c; - if (in_quote && current_part.size() == 1) { - parts.push_back(current_part); - current_part.clear(); - } - } - } - if (!current_part.empty()) { - parts.push_back(current_part); - } - - for (const auto& part : parts) { - if (part.empty()) - continue; - if (part[0] == '"' && part.back() == '"') { - std::string quoted_content = part.substr(1, part.size() - 2); - for (char ch : quoted_content) { - std::string char_str(1, ch); - std::vector char_tokens = tokenizer->tokenize(char_str, nullptr); + if (in_quote) { + std::vector char_tokens = tokenizer->tokenize(uchar, nullptr); tokens.insert(tokens.end(), char_tokens.begin(), char_tokens.end()); weights.insert(weights.end(), char_tokens.size(), curr_weight); + } else { + buffer += uchar; } - } else { - std::vector part_tokens = tokenizer->tokenize(part, nullptr); - tokens.insert(tokens.end(), part_tokens.begin(), part_tokens.end()); - weights.insert(weights.end(), part_tokens.size(), curr_weight); } } + + if (!buffer.empty()) { + std::vector part_tokens = tokenizer->tokenize(buffer, nullptr); + tokens.insert(tokens.end(), part_tokens.begin(), part_tokens.end()); + weights.insert(weights.end(), part_tokens.size(), curr_weight); + } } else { std::vector curr_tokens = tokenizer->tokenize(curr_text, nullptr); tokens.insert(tokens.end(), curr_tokens.begin(), curr_tokens.end()); @@ -1762,14 +1766,13 @@ struct LLMEmbedder : public Conditioner { LOG_INFO("LongCatEditPipeline"); prompt_template_encode_start_idx = 67; // prompt_template_encode_end_idx = 5; - int image_embed_idx = 36 + 6; + int image_embed_idx = 36 + 6; int min_pixels = 384 * 384; int max_pixels = 560 * 560; std::string placeholder = "<|image_pad|>"; std::string img_prompt; - // Only one image is officicially supported by the model, not sure how it handles multiple images for (int i = 0; i < conditioner_params.ref_images.size(); i++) { sd_image_f32_t image = sd_image_t_to_sd_image_f32_t(*conditioner_params.ref_images[i]); From 3e142716d35b11b0c20d6dc3e0175b296314cc26 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?St=C3=A9phane=20du=20Hamel?= Date: Fri, 12 Dec 2025 02:39:09 +0100 Subject: [PATCH 12/19] patch size consistent with Flux1 --- flux.hpp | 1 - stable-diffusion.cpp | 11 +---------- vae.hpp | 4 ++-- 3 files changed, 3 insertions(+), 13 deletions(-) diff --git a/flux.hpp b/flux.hpp index 9dd6fe3b1..ec5008423 100644 --- a/flux.hpp +++ b/flux.hpp @@ -1330,7 +1330,6 @@ namespace Flux { } else if (sd_version_is_longcat(version)) { flux_params.context_in_dim = 3584; flux_params.vec_in_dim = 0; - flux_params.patch_size = 1; } int64_t head_dim = 0; for (auto pair : tensor_storage_map) { diff --git a/stable-diffusion.cpp b/stable-diffusion.cpp index fee42a480..8a32adccf 100644 --- a/stable-diffusion.cpp +++ b/stable-diffusion.cpp @@ -1489,12 +1489,6 @@ class StableDiffusionGGML { latent_rgb_bias = flux2_latent_rgb_bias; patch_sz = 2; } - } else if (dim == 64) { - if (sd_version_is_flux(version) || sd_version_is_z_image(version) || sd_version_is_longcat(version)) { - latent_rgb_proj = flux_latent_rgb_proj; - latent_rgb_bias = flux_latent_rgb_bias; - patch_sz = 2; - } } else if (dim == 48) { if (sd_version_is_wan(version)) { latent_rgb_proj = wan_22_latent_rgb_proj; @@ -2281,7 +2275,7 @@ class StableDiffusionGGML { int vae_scale_factor = 8; if (version == VERSION_WAN2_2_TI2V) { vae_scale_factor = 16; - } else if (sd_version_is_flux2(version) || sd_version_is_longcat(version)) { + } else if (sd_version_is_flux2(version)) { vae_scale_factor = 16; } else if (version == VERSION_CHROMA_RADIANCE) { vae_scale_factor = 1; @@ -2310,8 +2304,6 @@ class StableDiffusionGGML { latent_channel = 3; } else if (sd_version_is_flux2(version)) { latent_channel = 128; - } else if (sd_version_is_longcat(version)) { - latent_channel = 64; } else { latent_channel = 16; } @@ -2617,7 +2609,6 @@ class StableDiffusionGGML { sd_version_is_qwen_image(version) || sd_version_is_wan(version) || sd_version_is_flux2(version) || - sd_version_is_longcat(version) || version == VERSION_CHROMA_RADIANCE) { latent = vae_output; } else if (version == VERSION_SD1_PIX2PIX) { diff --git a/vae.hpp b/vae.hpp index eb6dc0f42..232500295 100644 --- a/vae.hpp +++ b/vae.hpp @@ -552,7 +552,7 @@ class AutoencodingEngine : public GGMLBlock { struct ggml_tensor* decode(GGMLRunnerContext* ctx, struct ggml_tensor* z) { // z: [N, z_channels, h, w] - if (sd_version_is_flux2(version) || sd_version_is_longcat(version)) { + if (sd_version_is_flux2(version)) { // [N, C*p*p, h, w] -> [N, C, h*p, w*p] int64_t p = 2; @@ -591,7 +591,7 @@ class AutoencodingEngine : public GGMLBlock { auto quant_conv = std::dynamic_pointer_cast(blocks["quant_conv"]); z = quant_conv->forward(ctx, z); // [N, 2*embed_dim, h/8, w/8] } - if (sd_version_is_flux2(version) || sd_version_is_longcat(version)) { + if (sd_version_is_flux2(version)) { z = ggml_ext_chunk(ctx->ggml_ctx, z, 2, 2)[0]; // [N, C, H, W] -> [N, C*p*p, H/p, W/p] From 28ae1bf503a8d5771fb4d4b5e70ea48f90ae0f0f Mon Sep 17 00:00:00 2001 From: leejet Date: Mon, 15 Dec 2025 22:16:21 +0800 Subject: [PATCH 13/19] fix conditionner --- conditioner.hpp | 30 ++++++++++++++++++++++++------ ggml_extend.hpp | 2 +- llm.hpp | 1 + 3 files changed, 26 insertions(+), 7 deletions(-) diff --git a/conditioner.hpp b/conditioner.hpp index 597e2bee1..0f8045e54 100644 --- a/conditioner.hpp +++ b/conditioner.hpp @@ -1755,6 +1755,7 @@ struct LLMEmbedder : public Conditioner { std::vector> image_embeds; std::pair prompt_attn_range; int prompt_template_encode_start_idx = 34; + int prompt_template_encode_end_idx = 0; int max_length = 0; bool spell_quotes = false; std::set out_layers; @@ -1951,8 +1952,8 @@ struct LLMEmbedder : public Conditioner { prompt += "<|im_end|>\n<|im_start|>assistant\n\n\n\n\n"; } else if (sd_version_is_longcat(version)) { prompt_template_encode_start_idx = 36; - // prompt_template_encode_end_idx = 5; - max_length = 512; + max_length = 512 + prompt_template_encode_start_idx; + prompt_template_encode_end_idx = 5; spell_quotes = true; prompt = "<|im_start|>system\nAs an image captioning expert, generate a descriptive text prompt based on an image content, suitable for input to a text-to-image model.<|im_end|>\n<|im_start|>user\n"; @@ -1961,7 +1962,24 @@ struct LLMEmbedder : public Conditioner { prompt += conditioner_params.text; prompt_attn_range.second = static_cast(prompt.size()); - prompt += "<|im_end|>\n<|im_start|>assistant\n"; + auto tokens_and_weights = tokenize(prompt, prompt_attn_range, 0, false, spell_quotes); + tokens = std::get<0>(tokens_and_weights); + weights = std::get<1>(tokens_and_weights); + + mask.insert(mask.end(), tokens.size(), 1.f); + if (tokens.size() < max_length) { + mask.insert(mask.end(), max_length - tokens.size(), 0.f); + tokenizer->pad_tokens(tokens, weights, max_length, true); + } + + std::string prompt_template_suffix = "<|im_end|>\n<|im_start|>assistant\n"; + auto suffix_tokens = tokenizer->tokenize(prompt_template_suffix, nullptr); + + LOG_DEBUG("%zd", tokens.size()); + + tokens.insert(tokens.end(), suffix_tokens.begin(), suffix_tokens.end()); + weights.insert(weights.end(), suffix_tokens.size(), 1.f); + mask.insert(mask.end(), suffix_tokens.size(), 1.f); } else { prompt_template_encode_start_idx = 34; @@ -2039,18 +2057,18 @@ struct LLMEmbedder : public Conditioner { ggml_tensor* new_hidden_states = ggml_new_tensor_3d(work_ctx, GGML_TYPE_F32, hidden_states->ne[0], - hidden_states->ne[1] - prompt_template_encode_start_idx + zero_pad_len, + hidden_states->ne[1] - prompt_template_encode_start_idx + zero_pad_len - prompt_template_encode_end_idx, hidden_states->ne[2]); ggml_ext_tensor_iter(new_hidden_states, [&](ggml_tensor* new_hidden_states, int64_t i0, int64_t i1, int64_t i2, int64_t i3) { float value = 0.f; - if (i1 + prompt_template_encode_start_idx < hidden_states->ne[1]) { + if (i1 + prompt_template_encode_start_idx < hidden_states->ne[1] - prompt_template_encode_end_idx) { value = ggml_ext_tensor_get_f32(hidden_states, i0, i1 + prompt_template_encode_start_idx, i2, i3); } ggml_ext_tensor_set_f32(new_hidden_states, value, i0, i1, i2, i3); }); - // print_ggml_tensor(new_hidden_states); + print_ggml_tensor(new_hidden_states, true); int64_t t1 = ggml_time_ms(); LOG_DEBUG("computing condition graph completed, taking %" PRId64 " ms", t1 - t0); diff --git a/ggml_extend.hpp b/ggml_extend.hpp index 50191cb4e..af719fcd8 100644 --- a/ggml_extend.hpp +++ b/ggml_extend.hpp @@ -2184,7 +2184,7 @@ class Linear : public UnaryBlock { bool bias = true, bool force_f32 = false, bool force_prec_f32 = false, - float scale = 1.f) + float scale = 1.f / 128.f) : in_features(in_features), out_features(out_features), bias(bias), diff --git a/llm.hpp b/llm.hpp index 781774db7..e08e0a44a 100644 --- a/llm.hpp +++ b/llm.hpp @@ -1186,6 +1186,7 @@ namespace LLM { struct ggml_cgraph* gf = ggml_new_graph(compute_ctx); input_ids = to_backend(input_ids); + attention_mask = to_backend(attention_mask); for (auto& image_embed : image_embeds) { image_embed.second = to_backend(image_embed.second); From b609476732643c5c7ba6373968f704c2e26d0e4a Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?St=C3=A9phane=20du=20Hamel?= Date: Tue, 6 Jan 2026 17:26:42 +0100 Subject: [PATCH 14/19] apply conditioner fix to edit mode --- conditioner.hpp | 27 ++++++++++++++++++++++----- 1 file changed, 22 insertions(+), 5 deletions(-) diff --git a/conditioner.hpp b/conditioner.hpp index 0f8045e54..9e4255ae9 100644 --- a/conditioner.hpp +++ b/conditioner.hpp @@ -1766,7 +1766,7 @@ struct LLMEmbedder : public Conditioner { if (sd_version_is_longcat(version)) { LOG_INFO("LongCatEditPipeline"); prompt_template_encode_start_idx = 67; - // prompt_template_encode_end_idx = 5; + prompt_template_encode_end_idx = 5; int image_embed_idx = 36 + 6; int min_pixels = 384 * 384; @@ -1820,16 +1820,33 @@ struct LLMEmbedder : public Conditioner { img_prompt += "<|vision_end|>"; } - max_length = 512; - spell_quotes = true; - prompt = "<|im_start|>system\nAs an image editing expert, first analyze the content and attributes of the input image(s). Then, based on the user's editing instructions, clearly and precisely determine how to modify the given image(s), ensuring that only the specified parts are altered and all other aspects remain consistent with the original(s).<|im_end|>\n<|im_start|>user\n"; + max_length = 512 + prompt_template_encode_start_idx; + spell_quotes = true; + prompt = "<|im_start|>system\nAs an image editing expert, first analyze the content and attributes of the input image(s). Then, based on the user's editing instructions, clearly and precisely determine how to modify the given image(s), ensuring that only the specified parts are altered and all other aspects remain consistent with the original(s).<|im_end|>\n<|im_start|>user\n"; prompt += img_prompt; prompt_attn_range.first = static_cast(prompt.size()); prompt += conditioner_params.text; prompt_attn_range.second = static_cast(prompt.size()); - prompt += "<|im_end|>\n<|im_start|>assistant\n"; + auto tokens_and_weights = tokenize(prompt, prompt_attn_range, 0, false, spell_quotes); + tokens = std::get<0>(tokens_and_weights); + weights = std::get<1>(tokens_and_weights); + + mask.insert(mask.end(), tokens.size(), 1.f); + if (tokens.size() < max_length) { + mask.insert(mask.end(), max_length - tokens.size(), 0.f); + tokenizer->pad_tokens(tokens, weights, max_length, true); + } + + std::string prompt_template_suffix = "<|im_end|>\n<|im_start|>assistant\n"; + auto suffix_tokens = tokenizer->tokenize(prompt_template_suffix, nullptr); + + LOG_DEBUG("%zd", tokens.size()); + + tokens.insert(tokens.end(), suffix_tokens.begin(), suffix_tokens.end()); + weights.insert(weights.end(), suffix_tokens.size(), 1.f); + mask.insert(mask.end(), suffix_tokens.size(), 1.f); } else { LOG_INFO("QwenImageEditPlusPipeline"); From 9e8f9407c9e568dbd40f5af164931d4d7a6ace96 Mon Sep 17 00:00:00 2001 From: leejet Date: Sat, 23 May 2026 18:15:01 +0800 Subject: [PATCH 15/19] format code --- src/anima.hpp | 10 +++++----- src/conditioner.hpp | 28 ++++++++++++++-------------- src/flux.hpp | 2 +- src/stable-diffusion.cpp | 14 +++++++------- 4 files changed, 27 insertions(+), 27 deletions(-) diff --git a/src/anima.hpp b/src/anima.hpp index d5a5c4577..dc7e9f883 100644 --- a/src/anima.hpp +++ b/src/anima.hpp @@ -595,11 +595,11 @@ namespace Anima { bs, static_cast(axes_dim.size()), 0, - {}, - empty_ref_latents, - false, - 1.0f, - false); + {}, + empty_ref_latents, + false, + 1.0f, + false); std::vector axis_thetas = { static_cast(theta) * calc_ntk_factor(t_extrapolation_ratio, axes_dim[0]), diff --git a/src/conditioner.hpp b/src/conditioner.hpp index 25a31cf05..a2a9f16a9 100644 --- a/src/conditioner.hpp +++ b/src/conditioner.hpp @@ -1763,9 +1763,9 @@ struct LLMEmbedder : public Conditioner { std::tuple, std::vector, std::vector> tokenize(std::string text, const std::pair& attn_range, - size_t min_length = 0, - size_t max_length = 100000000, - bool spell_quotes = false) { + size_t min_length = 0, + size_t max_length = 100000000, + bool spell_quotes = false) { std::vector> parsed_attention; if (attn_range.first >= 0 && attn_range.second > 0) { if (attn_range.first > 0) { @@ -1799,7 +1799,7 @@ struct LLMEmbedder : public Conditioner { for (const auto& item : parsed_attention) { const std::string& curr_text = item.first; float curr_weight = item.second; - auto append_tokens = [&](const std::string& text_part) { + auto append_tokens = [&](const std::string& text_part) { if (text_part.empty()) { return; } @@ -1853,15 +1853,15 @@ struct LLMEmbedder : public Conditioner { sd::Tensor encode_prompt(int n_threads, const std::string prompt, const std::pair& prompt_attn_range, - int min_length, - int hidden_states_min_length, - const std::vector>>& image_embeds, - const std::set& out_layers, - int prompt_template_encode_start_idx, - int prompt_template_encode_end_idx = 0, - const std::string& prompt_template_suffix = "", - bool spell_quotes = false, - int max_length = 100000000) { + int min_length, + int hidden_states_min_length, + const std::vector>>& image_embeds, + const std::set& out_layers, + int prompt_template_encode_start_idx, + int prompt_template_encode_end_idx = 0, + const std::string& prompt_template_suffix = "", + bool spell_quotes = false, + int max_length = 100000000) { auto tokens_weights_mask = tokenize(prompt, prompt_attn_range, min_length, max_length, spell_quotes); auto& tokens = std::get<0>(tokens_weights_mask); auto& weights = std::get<1>(tokens_weights_mask); @@ -1896,7 +1896,7 @@ struct LLMEmbedder : public Conditioner { image_embeds, out_layers); GGML_ASSERT(!hidden_states.empty()); - hidden_states = apply_token_weights(std::move(hidden_states), weights); + hidden_states = apply_token_weights(std::move(hidden_states), weights); int64_t hidden_states_end = hidden_states.shape()[1] - prompt_template_encode_end_idx; GGML_ASSERT(hidden_states_end > prompt_template_encode_start_idx); diff --git a/src/flux.hpp b/src/flux.hpp index d16c08b8e..70b83db0d 100644 --- a/src/flux.hpp +++ b/src/flux.hpp @@ -768,7 +768,7 @@ namespace Flux { bool use_yak_mlp = false; bool use_mlp_silu_act = false; float ref_index_scale = 1.f; - bool diffusers_style = false; + bool diffusers_style = false; ChromaRadianceParams chroma_radiance_params; }; diff --git a/src/stable-diffusion.cpp b/src/stable-diffusion.cpp index bae2e8a98..9e8e4744e 100644 --- a/src/stable-diffusion.cpp +++ b/src/stable-diffusion.cpp @@ -592,9 +592,9 @@ class StableDiffusionGGML { diffusion_model = std::make_shared(backend_for(SDBackendModule::DIFFUSION), params_backend_for(SDBackendModule::DIFFUSION), tensor_storage_map, - "model.diffusion_model", - version, - sd_ctx_params->qwen_image_zero_cond_t); + "model.diffusion_model", + version, + sd_ctx_params->qwen_image_zero_cond_t); } else if (sd_version_is_longcat(version)) { bool enable_vision = false; if (!vae_decode_only) { @@ -607,10 +607,10 @@ class StableDiffusionGGML { "", enable_vision); diffusion_model = std::make_shared(backend_for(SDBackendModule::DIFFUSION), - params_backend_for(SDBackendModule::DIFFUSION), - tensor_storage_map, - version, - sd_ctx_params->chroma_use_dit_mask); + params_backend_for(SDBackendModule::DIFFUSION), + tensor_storage_map, + version, + sd_ctx_params->chroma_use_dit_mask); } else if (version == VERSION_HIDREAM_O1) { cond_stage_model = std::make_shared(backend_for(SDBackendModule::TE), params_backend_for(SDBackendModule::TE), From 94c5e9dac625a6ee0ccbef69eca0854dde910bd7 Mon Sep 17 00:00:00 2001 From: leejet Date: Sat, 23 May 2026 18:43:05 +0800 Subject: [PATCH 16/19] fix ggml_ext_scale --- src/ggml_extend.hpp | 12 +++++++++--- src/hidream_o1.hpp | 2 +- 2 files changed, 10 insertions(+), 4 deletions(-) diff --git a/src/ggml_extend.hpp b/src/ggml_extend.hpp index 9d65e67fd..b37f0fef8 100644 --- a/src/ggml_extend.hpp +++ b/src/ggml_extend.hpp @@ -953,11 +953,17 @@ __STATIC_INLINE__ ggml_tensor* ggml_ext_group_norm_32(ggml_context* ctx, return ggml_group_norm(ctx, a, 32, eps); } +__STATIC_INLINE__ bool ggml_ext_is_padded_1d(const ggml_tensor* x) { + return x->nb[0] == ggml_type_size(x->type) && + x->nb[2] == x->nb[1] * x->ne[1] && + x->nb[3] == x->nb[2] * x->ne[2]; +} + __STATIC_INLINE__ ggml_tensor* ggml_ext_scale(ggml_context* ctx, ggml_tensor* x, float factor, bool inplace = false) { - if (!ggml_is_contiguous(x)) { + if (!ggml_ext_is_padded_1d(x)) { x = ggml_cont(ctx, x); } if (inplace) { @@ -3737,7 +3743,7 @@ __STATIC_INLINE__ ggml_tensor* ggml_ext_lokr_forward( ggml_tensor* hc = ggml_transpose(ctx, hc_t); ggml_tensor* out = ggml_reshape_2d(ctx, ggml_cont(ctx, hc), up * vp, batch); - return ggml_scale(ctx, out, scale); + return ggml_ext_scale(ctx, out, scale); } else { int batch = (int)h->ne[3]; // 1. Reshape input: [W, H, vq*uq, batch] -> [W, H, vq, uq * batch] @@ -3820,7 +3826,7 @@ __STATIC_INLINE__ ggml_tensor* ggml_ext_lokr_forward( ggml_tensor* hc = ggml_transpose(ctx, hc_t); // ungroup ggml_tensor* out = ggml_reshape_4d(ctx, ggml_cont(ctx, hc), w_out, h_out, up * vp, batch); - return ggml_scale(ctx, out, scale); + return ggml_ext_scale(ctx, out, scale); } } diff --git a/src/hidream_o1.hpp b/src/hidream_o1.hpp index d72739d56..5a63400cf 100644 --- a/src/hidream_o1.hpp +++ b/src/hidream_o1.hpp @@ -434,7 +434,7 @@ namespace HiDreamO1 { float sigma = 1.0f - timestep_tensor.values()[0]; sigma = std::max(1e-6f, sigma); - auto out = ggml_scale(compute_ctx, ggml_sub(compute_ctx, x, x_pred), 1.0f / sigma); + auto out = ggml_ext_scale(compute_ctx, ggml_sub(compute_ctx, x, x_pred), 1.0f / sigma); ggml_build_forward_expand(gf, out); return gf; From 68b55fcc3e3f994f9fb4f0c12f881ced7423e508 Mon Sep 17 00:00:00 2001 From: leejet Date: Sun, 24 May 2026 00:31:02 +0800 Subject: [PATCH 17/19] clean code --- src/flux.hpp | 115 ++++++-------------------------------------- src/ggml_extend.hpp | 75 +---------------------------- src/hidream_o1.hpp | 2 +- src/rope.hpp | 5 +- 4 files changed, 20 insertions(+), 177 deletions(-) diff --git a/src/flux.hpp b/src/flux.hpp index 70b83db0d..be617d5a0 100644 --- a/src/flux.hpp +++ b/src/flux.hpp @@ -88,19 +88,14 @@ namespace Flux { public: SelfAttention(int64_t dim, - int64_t num_heads = 8, - bool qkv_bias = false, - bool proj_bias = true, - bool diffusers_style = false) + int64_t num_heads = 8, + bool qkv_bias = false, + bool proj_bias = true) : num_heads(num_heads) { int64_t head_dim = dim / num_heads; - if (diffusers_style) { - blocks["qkv"] = std::shared_ptr(new SplitLinear(dim, {dim, dim, dim}, qkv_bias)); - } else { - blocks["qkv"] = std::shared_ptr(new Linear(dim, dim * 3, qkv_bias)); - } - blocks["norm"] = std::shared_ptr(new QKNorm(head_dim)); - blocks["proj"] = std::shared_ptr(new Linear(dim, dim, proj_bias)); + blocks["qkv"] = std::shared_ptr(new Linear(dim, dim * 3, qkv_bias)); + blocks["norm"] = std::shared_ptr(new QKNorm(head_dim)); + blocks["proj"] = std::shared_ptr(new Linear(dim, dim, proj_bias)); } std::vector pre_attention(GGMLRunnerContext* ctx, ggml_tensor* x) { @@ -268,8 +263,7 @@ namespace Flux { bool share_modulation = false, bool mlp_proj_bias = true, bool use_yak_mlp = false, - bool use_mlp_silu_act = false, - bool diffusers_style = false) + bool use_mlp_silu_act = false) : idx(idx), prune_mod(prune_mod) { int64_t mlp_hidden_dim = static_cast(hidden_size * mlp_ratio); @@ -277,7 +271,7 @@ namespace Flux { blocks["img_mod"] = std::shared_ptr(new Modulation(hidden_size, true)); } blocks["img_norm1"] = std::shared_ptr(new LayerNorm(hidden_size, 1e-6f, false)); - blocks["img_attn"] = std::shared_ptr(new SelfAttention(hidden_size, num_heads, qkv_bias, mlp_proj_bias, diffusers_style)); + blocks["img_attn"] = std::shared_ptr(new SelfAttention(hidden_size, num_heads, qkv_bias, mlp_proj_bias)); blocks["img_norm2"] = std::shared_ptr(new LayerNorm(hidden_size, 1e-6f, false)); if (use_yak_mlp) { @@ -290,7 +284,7 @@ namespace Flux { blocks["txt_mod"] = std::shared_ptr(new Modulation(hidden_size, true)); } blocks["txt_norm1"] = std::shared_ptr(new LayerNorm(hidden_size, 1e-6f, false)); - blocks["txt_attn"] = std::shared_ptr(new SelfAttention(hidden_size, num_heads, qkv_bias, mlp_proj_bias, diffusers_style)); + blocks["txt_attn"] = std::shared_ptr(new SelfAttention(hidden_size, num_heads, qkv_bias, mlp_proj_bias)); blocks["txt_norm2"] = std::shared_ptr(new LayerNorm(hidden_size, 1e-6f, false)); if (use_yak_mlp) { @@ -429,7 +423,6 @@ namespace Flux { bool use_yak_mlp; bool use_mlp_silu_act; int64_t mlp_mult_factor; - bool diffusers_style = false; public: SingleStreamBlock(int64_t hidden_size, @@ -441,8 +434,7 @@ namespace Flux { bool share_modulation = false, bool mlp_proj_bias = true, bool use_yak_mlp = false, - bool use_mlp_silu_act = false, - bool diffusers_style = false) + bool use_mlp_silu_act = false) : hidden_size(hidden_size), num_heads(num_heads), idx(idx), prune_mod(prune_mod), use_yak_mlp(use_yak_mlp), use_mlp_silu_act(use_mlp_silu_act) { int64_t head_dim = hidden_size / num_heads; float scale = qk_scale; @@ -454,11 +446,7 @@ namespace Flux { if (use_yak_mlp || use_mlp_silu_act) { mlp_mult_factor = 2; } - if (diffusers_style) { - blocks["linear1"] = std::shared_ptr(new SplitLinear(hidden_size, {hidden_size, hidden_size, hidden_size, mlp_hidden_dim * mlp_mult_factor}, mlp_proj_bias)); - } else { - blocks["linear1"] = std::shared_ptr(new Linear(hidden_size, hidden_size * 3 + mlp_hidden_dim * mlp_mult_factor, mlp_proj_bias)); - } + blocks["linear1"] = std::shared_ptr(new Linear(hidden_size, hidden_size * 3 + mlp_hidden_dim * mlp_mult_factor, mlp_proj_bias)); blocks["linear2"] = std::shared_ptr(new Linear(hidden_size + mlp_hidden_dim, hidden_size, mlp_proj_bias)); blocks["norm"] = std::shared_ptr(new QKNorm(head_dim)); blocks["pre_norm"] = std::shared_ptr(new LayerNorm(hidden_size, 1e-6f, false)); @@ -768,7 +756,6 @@ namespace Flux { bool use_yak_mlp = false; bool use_mlp_silu_act = false; float ref_index_scale = 1.f; - bool diffusers_style = false; ChromaRadianceParams chroma_radiance_params; }; @@ -818,8 +805,7 @@ namespace Flux { params.share_modulation, !params.disable_bias, params.use_yak_mlp, - params.use_mlp_silu_act, - params.diffusers_style); + params.use_mlp_silu_act); } for (int i = 0; i < params.depth_single_blocks; i++) { @@ -832,8 +818,7 @@ namespace Flux { params.share_modulation, !params.disable_bias, params.use_yak_mlp, - params.use_mlp_silu_act, - params.diffusers_style); + params.use_mlp_silu_act); } if (params.version == VERSION_CHROMA_RADIANCE) { @@ -872,70 +857,6 @@ namespace Flux { return x; } - ggml_tensor* patchify(ggml_context* ctx, - ggml_tensor* x) { - // x: [N, C, H, W] - // return: [N, h*w, C * patch_size * patch_size] - int64_t N = x->ne[3]; - int64_t C = x->ne[2]; - int64_t H = x->ne[1]; - int64_t W = x->ne[0]; - if (params.patch_size == 1) { - x = ggml_reshape_3d(ctx, x, H * W, C, N); // [N, C, H*W] - x = ggml_cont(ctx, ggml_permute(ctx, x, 1, 0, 2, 3)); // [N, H*W, C] - return x; - } - int64_t p = params.patch_size; - int64_t h = H / params.patch_size; - int64_t w = W / params.patch_size; - - GGML_ASSERT(h * p == H && w * p == W); - - x = ggml_reshape_4d(ctx, x, p, w, p, h * C * N); // [N*C*h, p, w, p] - x = ggml_cont(ctx, ggml_permute(ctx, x, 0, 2, 1, 3)); // [N*C*h, w, p, p] - x = ggml_reshape_4d(ctx, x, p * p, w * h, C, N); // [N, C, h*w, p*p] - x = ggml_cont(ctx, ggml_permute(ctx, x, 0, 2, 1, 3)); // [N, h*w, C, p*p] - x = ggml_reshape_3d(ctx, x, p * p * C, w * h, N); // [N, h*w, C*p*p] - return x; - } - - ggml_tensor* process_img(GGMLRunnerContext* ctx, - ggml_tensor* x) { - // img = rearrange(x, "b c (h ph) (w pw) -> b (h w) (c ph pw)", ph=patch_size, pw=patch_size) - x = pad_to_patch_size(ctx, x); - x = patchify(ctx->ggml_ctx, x); - return x; - } - - ggml_tensor* unpatchify(ggml_context* ctx, - ggml_tensor* x, - int64_t h, - int64_t w) { - // x: [N, h*w, C*patch_size*patch_size] - // return: [N, C, H, W] - int64_t N = x->ne[2]; - int64_t C = x->ne[0] / params.patch_size / params.patch_size; - int64_t H = h * params.patch_size; - int64_t W = w * params.patch_size; - int64_t p = params.patch_size; - - if (params.patch_size == 1) { - x = ggml_cont(ctx, ggml_permute(ctx, x, 1, 0, 2, 3)); // [N, C, H*W] - x = ggml_reshape_4d(ctx, x, W, H, C, N); // [N, C, H, W] - return x; - } - - GGML_ASSERT(C * p * p == x->ne[0]); - - x = ggml_reshape_4d(ctx, x, p * p, C, w * h, N); // [N, h*w, C, p*p] - x = ggml_cont(ctx, ggml_permute(ctx, x, 0, 2, 1, 3)); // [N, C, h*w, p*p] - x = ggml_reshape_4d(ctx, x, p, p, w, h * C * N); // [N*C*h, w, p, p] - x = ggml_cont(ctx, ggml_permute(ctx, x, 0, 2, 1, 3)); // [N*C*h, p, w, p] - x = ggml_reshape_4d(ctx, x, W, H, C, N); // [N, C, h*p, w*p] - - return x; - } - ggml_tensor* forward_orig(GGMLRunnerContext* ctx, ggml_tensor* img, ggml_tensor* txt, @@ -1327,9 +1248,6 @@ namespace Flux { if (tensor_name.find("guidance_in.in_layer.weight") != std::string::npos) { flux_params.guidance_embed = true; } - if (tensor_name.find("model.diffusion_model.single_blocks.0.linear1.weight.1") != std::string::npos) { - flux_params.diffusers_style = true; - } if (tensor_name.find("__x0__") != std::string::npos) { LOG_DEBUG("using x0 prediction"); flux_params.chroma_radiance_params.use_x0 = true; @@ -1393,10 +1311,6 @@ namespace Flux { LOG_INFO("Using pruned modulation (Chroma)"); } - if (flux_params.diffusers_style) { - LOG_INFO("Using diffusers-style attention blocks"); - } - flux = Flux(flux_params); flux.init(params_ctx, tensor_storage_map, prefix); } @@ -1526,7 +1440,8 @@ namespace Flux { flux_params.axes_dim, sd_version_is_longcat(version)); int pos_len = static_cast(pe_vec.size() / flux_params.axes_dim_sum / 2); - auto pe = ggml_new_tensor_4d(compute_ctx, GGML_TYPE_F32, 2, 2, flux_params.axes_dim_sum / 2, pos_len); + // LOG_DEBUG("pos_len %d", pos_len); + auto pe = ggml_new_tensor_4d(compute_ctx, GGML_TYPE_F32, 2, 2, flux_params.axes_dim_sum / 2, pos_len); // pe->data = pe_vec.data(); // print_ggml_tensor(pe); // pe->data = nullptr; diff --git a/src/ggml_extend.hpp b/src/ggml_extend.hpp index b37f0fef8..9178a31e8 100644 --- a/src/ggml_extend.hpp +++ b/src/ggml_extend.hpp @@ -3000,7 +3000,7 @@ class Linear : public UnaryBlock { bool bias = true, bool force_f32 = false, bool force_prec_f32 = false, - float scale = 1.f / 128.f) + float scale = 1.f) : in_features(in_features), out_features(out_features), bias(bias), @@ -3033,79 +3033,6 @@ class Linear : public UnaryBlock { } }; -class SplitLinear : public Linear { -protected: - int64_t in_features; - std::vector out_features_vec; - bool bias; - bool force_f32; - bool force_prec_f32; - float scale; - std::string prefix; - - void init_params(ggml_context* ctx, const String2TensorStorage& tensor_storage_map = {}, const std::string prefix = "") override { - this->prefix = prefix; - enum ggml_type wtype = get_type(prefix + "weight", tensor_storage_map, GGML_TYPE_F32); - if (in_features % ggml_blck_size(wtype) != 0 || force_f32) { - wtype = GGML_TYPE_F32; - } - params["weight"] = ggml_new_tensor_2d(ctx, wtype, in_features, out_features_vec[0]); - for (size_t i = 1; i < out_features_vec.size(); i++) { - params["weight." + std::to_string(i)] = ggml_new_tensor_2d(ctx, wtype, in_features, out_features_vec[i]); - } - if (bias) { - enum ggml_type bias_wtype = GGML_TYPE_F32; - params["bias"] = ggml_new_tensor_1d(ctx, bias_wtype, out_features_vec[0]); - for (size_t i = 1; i < out_features_vec.size(); i++) { - params["bias." + std::to_string(i)] = ggml_new_tensor_1d(ctx, bias_wtype, out_features_vec[i]); - } - } - } - -public: - SplitLinear(int64_t in_features, - std::vector out_features_vec, - bool bias = true, - bool force_f32 = false, - bool force_prec_f32 = false, - float scale = 1.f) - : Linear(in_features, out_features_vec[0], bias, force_f32, force_prec_f32, scale), - in_features(in_features), - out_features_vec(out_features_vec), - bias(bias), - force_f32(force_f32), - force_prec_f32(force_prec_f32), - scale(scale) {} - - ggml_tensor* forward(GGMLRunnerContext* ctx, ggml_tensor* x) override { - ggml_tensor* w = params["weight"]; - ggml_tensor* b = bias ? params["bias"] : nullptr; - if (ctx->weight_adapter) { - for (size_t i = 1; i < out_features_vec.size(); i++) { - w = ggml_concat(ctx->ggml_ctx, w, params["weight." + std::to_string(i)], 1); - if (bias) { - b = ggml_concat(ctx->ggml_ctx, b, params["bias." + std::to_string(i)], 0); - } - } - WeightAdapter::ForwardParams forward_params; - forward_params.op_type = WeightAdapter::ForwardParams::op_type_t::OP_LINEAR; - forward_params.linear.force_prec_f32 = force_prec_f32; - forward_params.linear.scale = scale; - return ctx->weight_adapter->forward_with_lora(ctx->ggml_ctx, ctx->backend, x, w, b, prefix, forward_params); - } - - ggml_tensor* out = ggml_ext_linear(ctx->ggml_ctx, x, w, b, force_prec_f32, scale); - for (size_t i = 1; i < out_features_vec.size(); i++) { - ggml_tensor* wi = params["weight." + std::to_string(i)]; - ggml_tensor* bi = bias ? params["bias." + std::to_string(i)] : nullptr; - ggml_tensor* curr_out = ggml_ext_linear(ctx->ggml_ctx, x, wi, bi, force_prec_f32, scale); - out = ggml_concat(ctx->ggml_ctx, out, curr_out, 0); - } - - return out; - } -}; - __STATIC_INLINE__ bool support_get_rows(ggml_type wtype) { std::set allow_types = {GGML_TYPE_F16, GGML_TYPE_Q8_0, GGML_TYPE_Q5_1, GGML_TYPE_Q5_0, GGML_TYPE_Q4_1, GGML_TYPE_Q4_0}; if (allow_types.find(wtype) != allow_types.end()) { diff --git a/src/hidream_o1.hpp b/src/hidream_o1.hpp index 5a63400cf..d72739d56 100644 --- a/src/hidream_o1.hpp +++ b/src/hidream_o1.hpp @@ -434,7 +434,7 @@ namespace HiDreamO1 { float sigma = 1.0f - timestep_tensor.values()[0]; sigma = std::max(1e-6f, sigma); - auto out = ggml_ext_scale(compute_ctx, ggml_sub(compute_ctx, x, x_pred), 1.0f / sigma); + auto out = ggml_scale(compute_ctx, ggml_sub(compute_ctx, x, x_pred), 1.0f / sigma); ggml_build_forward_expand(gf, out); return gf; diff --git a/src/rope.hpp b/src/rope.hpp index 5fa4af5fd..4c9597607 100644 --- a/src/rope.hpp +++ b/src/rope.hpp @@ -114,8 +114,9 @@ namespace Rope { __STATIC_INLINE__ std::vector> gen_longcat_txt_ids(int bs, int context_len, int axes_dim_num) { auto txt_ids = std::vector>(bs * context_len, std::vector(axes_dim_num, 0.0f)); for (int i = 0; i < bs * context_len; i++) { - txt_ids[i][1] = (i % context_len); - txt_ids[i][2] = (i % context_len); + float token_index = static_cast(i % context_len); + txt_ids[i][1] = token_index; + txt_ids[i][2] = token_index; } return txt_ids; } From 97a55b687a6fdae53286ad6496d1a820a4d5efc0 Mon Sep 17 00:00:00 2001 From: leejet Date: Sun, 24 May 2026 01:14:58 +0800 Subject: [PATCH 18/19] refine split_quotation --- src/conditioner.hpp | 106 ++++++----------------------------- src/flux.hpp | 11 ---- src/util.cpp | 133 ++++++++++++++++++++++++++++++++++++++++++++ src/util.h | 2 + 4 files changed, 153 insertions(+), 99 deletions(-) diff --git a/src/conditioner.hpp b/src/conditioner.hpp index a2a9f16a9..3963f3abf 100644 --- a/src/conditioner.hpp +++ b/src/conditioner.hpp @@ -1744,23 +1744,6 @@ struct LLMEmbedder : public Conditioner { } } - static size_t get_utf8_char_len(char c) { - unsigned char uc = static_cast(c); - if ((uc & 0x80) == 0) { - return 1; - } - if ((uc & 0xE0) == 0xC0) { - return 2; - } - if ((uc & 0xF0) == 0xE0) { - return 3; - } - if ((uc & 0xF8) == 0xF0) { - return 4; - } - return 1; - } - std::tuple, std::vector, std::vector> tokenize(std::string text, const std::pair& attn_range, size_t min_length = 0, @@ -1773,6 +1756,9 @@ struct LLMEmbedder : public Conditioner { } if (attn_range.second - attn_range.first > 0) { auto new_parsed_attention = parse_prompt_attention(text.substr(attn_range.first, attn_range.second - attn_range.first)); + if (spell_quotes) { + new_parsed_attention = split_quotation_attention(new_parsed_attention); + } parsed_attention.insert(parsed_attention.end(), new_parsed_attention.begin(), new_parsed_attention.end()); @@ -1799,44 +1785,9 @@ struct LLMEmbedder : public Conditioner { for (const auto& item : parsed_attention) { const std::string& curr_text = item.first; float curr_weight = item.second; - auto append_tokens = [&](const std::string& text_part) { - if (text_part.empty()) { - return; - } - std::vector curr_tokens = tokenizer->encode(text_part, nullptr); - tokens.insert(tokens.end(), curr_tokens.begin(), curr_tokens.end()); - weights.insert(weights.end(), curr_tokens.size(), curr_weight); - }; - - if (spell_quotes) { - std::string buffer; - bool in_quote = false; - size_t i = 0; - while (i < curr_text.size()) { - size_t char_len = get_utf8_char_len(curr_text[i]); - if (i + char_len > curr_text.size()) { - char_len = curr_text.size() - i; - } - std::string uchar = curr_text.substr(i, char_len); - i += char_len; - - if (uchar == "\"") { - buffer += uchar; - if (!in_quote) { - append_tokens(buffer); - buffer.clear(); - } - in_quote = !in_quote; - } else if (in_quote) { - append_tokens(uchar); - } else { - buffer += uchar; - } - } - append_tokens(buffer); - } else { - append_tokens(curr_text); - } + std::vector curr_tokens = tokenizer->encode(curr_text, nullptr); + tokens.insert(tokens.end(), curr_tokens.begin(), curr_tokens.end()); + weights.insert(weights.end(), curr_tokens.size(), curr_weight); } std::vector mask; @@ -1858,23 +1809,13 @@ struct LLMEmbedder : public Conditioner { const std::vector>>& image_embeds, const std::set& out_layers, int prompt_template_encode_start_idx, - int prompt_template_encode_end_idx = 0, - const std::string& prompt_template_suffix = "", - bool spell_quotes = false, - int max_length = 100000000) { + bool spell_quotes = false, + int max_length = 100000000) { auto tokens_weights_mask = tokenize(prompt, prompt_attn_range, min_length, max_length, spell_quotes); auto& tokens = std::get<0>(tokens_weights_mask); auto& weights = std::get<1>(tokens_weights_mask); auto& mask = std::get<2>(tokens_weights_mask); - if (!prompt_template_suffix.empty()) { - std::vector suffix_tokens = tokenizer->encode(prompt_template_suffix, nullptr); - prompt_template_encode_end_idx = static_cast(suffix_tokens.size()); - tokens.insert(tokens.end(), suffix_tokens.begin(), suffix_tokens.end()); - weights.insert(weights.end(), suffix_tokens.size(), 1.f); - mask.insert(mask.end(), suffix_tokens.size(), 1.f); - } - sd::Tensor input_ids({static_cast(tokens.size())}, tokens); sd::Tensor attention_mask; if (!mask.empty()) { @@ -1896,21 +1837,20 @@ struct LLMEmbedder : public Conditioner { image_embeds, out_layers); GGML_ASSERT(!hidden_states.empty()); - hidden_states = apply_token_weights(std::move(hidden_states), weights); - int64_t hidden_states_end = hidden_states.shape()[1] - prompt_template_encode_end_idx; - GGML_ASSERT(hidden_states_end > prompt_template_encode_start_idx); + hidden_states = apply_token_weights(std::move(hidden_states), weights); + GGML_ASSERT(hidden_states.shape()[1] > prompt_template_encode_start_idx); int64_t zero_pad_len = 0; if (hidden_states_min_length > 0) { - if (hidden_states_end - prompt_template_encode_start_idx < hidden_states_min_length) { - zero_pad_len = hidden_states_min_length - hidden_states_end + prompt_template_encode_start_idx; + if (hidden_states.shape()[1] - prompt_template_encode_start_idx < hidden_states_min_length) { + zero_pad_len = hidden_states_min_length - hidden_states.shape()[1] + prompt_template_encode_start_idx; } } sd::Tensor new_hidden_states = sd::ops::slice(hidden_states, 1, prompt_template_encode_start_idx, - hidden_states_end); + hidden_states.shape()[1]); if (zero_pad_len > 0) { auto pad_shape = new_hidden_states.shape(); pad_shape[1] = zero_pad_len; @@ -1930,12 +1870,9 @@ struct LLMEmbedder : public Conditioner { std::vector> extra_prompts_attn_range; std::vector>> image_embeds; int prompt_template_encode_start_idx = 34; - int prompt_template_encode_end_idx = 0; int min_length = 0; // pad tokens - int max_length = 100000000; int hidden_states_min_length = 0; // zero pad hidden_states bool spell_quotes = false; - std::string prompt_template_suffix; std::set out_layers; int64_t t0 = ggml_time_ms(); @@ -2009,14 +1946,12 @@ struct LLMEmbedder : public Conditioner { prompt += "<|im_end|>\n<|im_start|>assistant\n"; } } else if (sd_version_is_longcat(version)) { - spell_quotes = true; - prompt_template_suffix = "<|im_end|>\n<|im_start|>assistant\n"; + spell_quotes = true; if (llm->enable_vision && conditioner_params.ref_images != nullptr && !conditioner_params.ref_images->empty()) { LOG_INFO("LongCatEditPipeline"); prompt_template_encode_start_idx = 67; min_length = 512 + prompt_template_encode_start_idx; - max_length = min_length; int image_embed_idx = 36 + 6; int min_pixels = 384 * 384; @@ -2066,7 +2001,6 @@ struct LLMEmbedder : public Conditioner { } else { prompt_template_encode_start_idx = 36; min_length = 512 + prompt_template_encode_start_idx; - max_length = min_length; prompt = "<|im_start|>system\nAs an image captioning expert, generate a descriptive text prompt based on an image content, suitable for input to a text-to-image model.<|im_end|>\n<|im_start|>user\n"; } @@ -2074,6 +2008,8 @@ struct LLMEmbedder : public Conditioner { prompt_attn_range.first = static_cast(prompt.size()); prompt += conditioner_params.text; prompt_attn_range.second = static_cast(prompt.size()); + + prompt += "<|im_end|>\n<|im_start|>assistant\n"; } else if (version == VERSION_FLUX2) { prompt_template_encode_start_idx = 0; hidden_states_min_length = 512; @@ -2149,10 +2085,7 @@ struct LLMEmbedder : public Conditioner { image_embeds, out_layers, prompt_template_encode_start_idx, - prompt_template_encode_end_idx, - prompt_template_suffix, - spell_quotes, - max_length); + spell_quotes); std::vector> extra_hidden_states_vec; for (int i = 0; i < extra_prompts.size(); i++) { auto extra_hidden_states = encode_prompt(n_threads, @@ -2163,10 +2096,7 @@ struct LLMEmbedder : public Conditioner { image_embeds, out_layers, prompt_template_encode_start_idx, - prompt_template_encode_end_idx, - prompt_template_suffix, - spell_quotes, - max_length); + spell_quotes); extra_hidden_states_vec.push_back(std::move(extra_hidden_states)); } diff --git a/src/flux.hpp b/src/flux.hpp index be617d5a0..85da3043a 100644 --- a/src/flux.hpp +++ b/src/flux.hpp @@ -846,17 +846,6 @@ namespace Flux { } } - ggml_tensor* pad_to_patch_size(GGMLRunnerContext* ctx, - ggml_tensor* x) { - int64_t W = x->ne[0]; - int64_t H = x->ne[1]; - - int pad_h = (params.patch_size - H % params.patch_size) % params.patch_size; - int pad_w = (params.patch_size - W % params.patch_size) % params.patch_size; - x = ggml_ext_pad(ctx->ggml_ctx, x, pad_w, pad_h, 0, 0, ctx->circular_x_enabled, ctx->circular_y_enabled); - return x; - } - ggml_tensor* forward_orig(GGMLRunnerContext* ctx, ggml_tensor* img, ggml_tensor* txt, diff --git a/src/util.cpp b/src/util.cpp index 1921b3b23..77fc5429c 100644 --- a/src/util.cpp +++ b/src/util.cpp @@ -842,6 +842,139 @@ std::vector> parse_prompt_attention(const std::str return res; } +static size_t get_utf8_char_len(char c) { + unsigned char uc = static_cast(c); + if ((uc & 0x80) == 0) { + return 1; + } + if ((uc & 0xE0) == 0xC0) { + return 2; + } + if ((uc & 0xF0) == 0xE0) { + return 3; + } + if ((uc & 0xF8) == 0xF0) { + return 4; + } + return 1; +} + +static bool is_ascii_alpha(char c) { + return (c >= 'a' && c <= 'z') || (c >= 'A' && c <= 'Z'); +} + +static bool starts_with_at(const std::string& text, size_t pos, const std::string& needle) { + return pos + needle.size() <= text.size() && text.compare(pos, needle.size(), needle) == 0; +} + +static bool is_word_internal_apostrophe(const std::string& text, size_t pos) { + return pos > 0 && pos + 1 < text.size() && + is_ascii_alpha(text[pos - 1]) && is_ascii_alpha(text[pos + 1]); +} + +static std::vector> split_quotation(const std::string& text) { + static const std::vector> quote_pairs = { + {"'", "'"}, + {"\"", "\""}, + {"\xE2\x80\x98", "\xE2\x80\x99"}, + {"\xE2\x80\x9C", "\xE2\x80\x9D"}, + }; + + std::vector> result; + size_t segment_start = 0; + size_t i = 0; + + auto push_segment = [&](size_t begin, size_t end, bool matched) { + if (end > begin) { + result.emplace_back(text.substr(begin, end - begin), matched); + } + }; + + while (i < text.size()) { + bool matched_quote = false; + for (const auto& quote_pair : quote_pairs) { + const std::string& open_quote = quote_pair.first; + const std::string& close_quote = quote_pair.second; + if (!starts_with_at(text, i, open_quote)) { + continue; + } + if (open_quote == "'" && is_word_internal_apostrophe(text, i)) { + continue; + } + + size_t search_pos = i + open_quote.size(); + size_t close_pos = std::string::npos; + bool invalid = false; + while (search_pos < text.size()) { + if (open_quote != close_quote && starts_with_at(text, search_pos, open_quote)) { + invalid = true; + break; + } + if (starts_with_at(text, search_pos, close_quote)) { + if (close_quote == "'" && is_word_internal_apostrophe(text, search_pos)) { + search_pos += close_quote.size(); + continue; + } + close_pos = search_pos; + break; + } + + size_t char_len = get_utf8_char_len(text[search_pos]); + if (search_pos + char_len > text.size()) { + char_len = 1; + } + search_pos += char_len; + } + if (invalid || close_pos == std::string::npos) { + continue; + } + + size_t quote_start = i; + push_segment(segment_start, quote_start, false); + i = close_pos + close_quote.size(); + push_segment(quote_start, i, true); + segment_start = i; + matched_quote = true; + break; + } + if (!matched_quote) { + size_t char_len = get_utf8_char_len(text[i]); + if (i + char_len > text.size()) { + char_len = 1; + } + i += char_len; + } + } + + push_segment(segment_start, text.size(), false); + return result; +} + +std::vector> split_quotation_attention( + const std::vector>& parsed_attention) { + std::vector> result; + for (const auto& item : parsed_attention) { + const std::string& text = item.first; + float weight = item.second; + for (const auto& part : split_quotation(text)) { + if (part.second) { + size_t i = 0; + while (i < part.first.size()) { + size_t char_len = get_utf8_char_len(part.first[i]); + if (i + char_len > part.first.size()) { + char_len = 1; + } + result.emplace_back(part.first.substr(i, char_len), weight); + i += char_len; + } + } else { + result.emplace_back(part.first, weight); + } + } + } + return result; +} + // namespace is needed to avoid conflicts with ggml_backend_extend.hpp namespace ggml_cpu { #include "ggml-cpu.h" diff --git a/src/util.h b/src/util.h index 9f6099597..c3b06b1d6 100644 --- a/src/util.h +++ b/src/util.h @@ -83,6 +83,8 @@ void log_printf(sd_log_level_t level, const char* file, int line, const char* fo std::string trim(const std::string& s); std::vector> parse_prompt_attention(const std::string& text); +std::vector> split_quotation_attention( + const std::vector>& parsed_attention); sd_progress_cb_t sd_get_progress_callback(); void* sd_get_progress_callback_data(); From 8a582016c36bb30d099eacd3c016d918bbfcb32f Mon Sep 17 00:00:00 2001 From: leejet Date: Sun, 24 May 2026 01:54:09 +0800 Subject: [PATCH 19/19] add docs and support comfyui weight names --- README.md | 3 +++ assets/longcat/example.png | Bin 0 -> 432866 bytes docs/longcat_image.md | 30 ++++++++++++++++++++++++++++++ src/name_conversion.cpp | 12 ++++++++++-- 4 files changed, 43 insertions(+), 2 deletions(-) create mode 100644 assets/longcat/example.png create mode 100644 docs/longcat_image.md diff --git a/README.md b/README.md index a3e207aa4..a32f8c5d7 100644 --- a/README.md +++ b/README.md @@ -40,6 +40,7 @@ API and command-line option may change frequently.*** - [Chroma](./docs/chroma.md) - [Chroma1-Radiance](./docs/chroma_radiance.md) - [Qwen Image](./docs/qwen_image.md) + - [LongCat Image](./docs/longcat_image.md) - [Z-Image](./docs/z_image.md) - [Ovis-Image](./docs/ovis_image.md) - [Anima](./docs/anima.md) @@ -48,6 +49,7 @@ API and command-line option may change frequently.*** - Image Edit Models - [FLUX.1-Kontext-dev](./docs/kontext.md) - [Qwen Image Edit series](./docs/qwen_image_edit.md) + - [LongCat Image Edit](./docs/longcat_image.md) - Video Models - [Wan2.1/Wan2.2](./docs/wan.md) - [LTX-2.3](./docs/ltx2.md) @@ -133,6 +135,7 @@ For runtime and parameter backend placement, see the [backend selection guide](. - [Chroma](./docs/chroma.md) - [🔥Qwen Image](./docs/qwen_image.md) - [🔥Qwen Image Edit series](./docs/qwen_image_edit.md) +- [🔥LongCat Image / LongCat Image Edit](./docs/longcat_image.md) - [🔥Wan2.1/Wan2.2](./docs/wan.md) - [🔥LTX-2.3](./docs/ltx2.md) - [🔥Z-Image](./docs/z_image.md) diff --git a/assets/longcat/example.png b/assets/longcat/example.png new file mode 100644 index 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zwNBmYY_*#i`o%{%$D)w8xxXopo^x`};iRU-`%UrSC%nep6k%gSi3=<89FBOCvDmj^scqO~fg|QNzNVp{rMQ jS5E1&p#sxL&T}#} diff --git a/src/name_conversion.cpp b/src/name_conversion.cpp index da851aae0..819066d00 100644 --- a/src/name_conversion.cpp +++ b/src/name_conversion.cpp @@ -567,6 +567,11 @@ std::string convert_diffusers_dit_to_original_flux(std::string name) { flux_name_map[block_prefix + "attn.norm_k.weight"] = dst_prefix + "img_attn.norm.key_norm.scale"; flux_name_map[block_prefix + "attn.norm_added_q.weight"] = dst_prefix + "txt_attn.norm.query_norm.scale"; flux_name_map[block_prefix + "attn.norm_added_k.weight"] = dst_prefix + "txt_attn.norm.key_norm.scale"; + // Comfy-Org/LongCat-Image stores already-converted RMSNorm tensors as *.weight. + flux_name_map[dst_prefix + "img_attn.norm.query_norm.weight"] = dst_prefix + "img_attn.norm.query_norm.scale"; + flux_name_map[dst_prefix + "img_attn.norm.key_norm.weight"] = dst_prefix + "img_attn.norm.key_norm.scale"; + flux_name_map[dst_prefix + "txt_attn.norm.query_norm.weight"] = dst_prefix + "txt_attn.norm.query_norm.scale"; + flux_name_map[dst_prefix + "txt_attn.norm.key_norm.weight"] = dst_prefix + "txt_attn.norm.key_norm.scale"; // ff flux_name_map[block_prefix + "ff.net.0.proj.weight"] = dst_prefix + "img_mlp.0.weight"; @@ -605,8 +610,11 @@ std::string convert_diffusers_dit_to_original_flux(std::string name) { flux_name_map[block_prefix + "attn.norm_q.weight"] = dst_prefix + "norm.query_norm.scale"; flux_name_map[block_prefix + "attn.norm_k.weight"] = dst_prefix + "norm.key_norm.scale"; - flux_name_map[block_prefix + "proj_out.weight"] = dst_prefix + "linear2.weight"; - flux_name_map[block_prefix + "proj_out.bias"] = dst_prefix + "linear2.bias"; + // Comfy-Org/LongCat-Image stores already-converted RMSNorm tensors as *.weight. + flux_name_map[dst_prefix + "norm.query_norm.weight"] = dst_prefix + "norm.query_norm.scale"; + flux_name_map[dst_prefix + "norm.key_norm.weight"] = dst_prefix + "norm.key_norm.scale"; + flux_name_map[block_prefix + "proj_out.weight"] = dst_prefix + "linear2.weight"; + flux_name_map[block_prefix + "proj_out.bias"] = dst_prefix + "linear2.bias"; } // --- final layers ---