ComfyUI/comfy
Yu Li 5ba2d28b7f add block-wise scaled int8 quantization based on QuantizedLayout mechanism
add more tests by comparing with manual torch implementation

add perf benchmarks

fix errors caused by merging

default no output quant

fix unittest
2025-12-10 12:23:05 -06:00
..
audio_encoders Support the HuMo model. (#9903) 2025-09-17 00:12:48 -04:00
cldm Add better error message for common error. (#10846) 2025-11-23 04:55:22 -05:00
comfy_types LoRA Trainer: LoRA training node in weight adapter scheme (#8446) 2025-06-13 19:25:59 -04:00
extra_samplers Uni pc sampler now works with audio and video models. 2025-01-18 05:27:58 -05:00
image_encoders Add Hunyuan 3D 2.1 Support (#8714) 2025-09-04 20:36:20 -04:00
k_diffusion Fix depending on asserts to raise an exception in BatchedBrownianTree and Flash attn module (#9884) 2025-09-15 20:05:03 -04:00
ldm Fix for HunyuanVideo1.5 meanflow distil (#11212) 2025-12-09 16:59:16 -05:00
sd1_tokenizer Silence clip tokenizer warning. (#8934) 2025-07-16 14:42:07 -04:00
t2i_adapter Controlnet refactor. 2024-06-27 18:43:11 -04:00
taesd Support video tiny VAEs (#10884) 2025-11-28 19:40:19 -05:00
text_encoders Fix qwen scaled fp8 not working with kandinsky. Make basic t2i wf work. (#11162) 2025-12-06 17:50:10 -08:00
weight_adapter Fix loras not working on mixed fp8. (#10899) 2025-11-26 00:07:58 -05:00
checkpoint_pickle.py Remove pytorch_lightning dependency. 2023-06-13 10:11:33 -04:00
cli_args.py feat: Support ComfyUI-Manager for pip version (#7555) 2025-12-01 22:32:52 -05:00
clip_config_bigg.json Fix potential issue with non clip text embeddings. 2024-07-30 14:41:13 -04:00
clip_model.py USO style reference. (#9677) 2025-09-02 15:36:22 -04:00
clip_vision_config_g.json Add support for clip g vision model to CLIPVisionLoader. 2023-08-18 11:13:29 -04:00
clip_vision_config_h.json Add support for unCLIP SD2.x models. 2023-04-01 23:19:15 -04:00
clip_vision_config_vitl_336_llava.json Support llava clip vision model. 2025-03-06 00:24:43 -05:00
clip_vision_config_vitl_336.json support clip-vit-large-patch14-336 (#4042) 2024-07-17 13:12:50 -04:00
clip_vision_config_vitl.json Add support for unCLIP SD2.x models. 2023-04-01 23:19:15 -04:00
clip_vision_siglip_384.json Support new flux model variants. 2024-11-21 08:38:23 -05:00
clip_vision_siglip_512.json Support 512 siglip model. 2025-04-05 07:01:01 -04:00
clip_vision.py Some changes to the previous hunyuan PR. (#9725) 2025-09-04 20:39:02 -04:00
conds.py Add some warnings and prevent crash when cond devices don't match. (#9169) 2025-08-04 04:20:12 -04:00
context_windows.py Context windows fixes and features (#10975) 2025-12-05 12:42:46 -08:00
controlnet.py Fix Race condition in --async-offload that can cause corruption (#10501) 2025-10-29 17:17:46 -04:00
diffusers_convert.py Remove useless code. 2025-01-24 06:15:54 -05:00
diffusers_load.py load_unet -> load_diffusion_model with a model_options argument. 2024-08-12 23:20:57 -04:00
float.py add block-wise scaled int8 quantization based on QuantizedLayout mechanism 2025-12-10 12:23:05 -06:00
gligen.py Remove some useless code. (#8812) 2025-07-06 07:07:39 -04:00
hooks.py Hooks Part 2 - TransformerOptionsHook and AdditionalModelsHook (#6377) 2025-01-11 12:20:23 -05:00
int8_kernels.py add block-wise scaled int8 quantization based on QuantizedLayout mechanism 2025-12-10 12:23:05 -06:00
latent_formats.py Support video tiny VAEs (#10884) 2025-11-28 19:40:19 -05:00
lora_convert.py Implement the USO subject identity lora. (#9674) 2025-09-01 18:54:02 -04:00
lora.py Support "transformer." LoRA prefix for Z-Image (#11135) 2025-12-08 15:17:26 -05:00
model_base.py Properly load the newbie diffusion model. (#11172) 2025-12-07 07:44:55 -05:00
model_detection.py Fix for HunyuanVideo1.5 meanflow distil (#11212) 2025-12-09 16:59:16 -05:00
model_management.py Speed up lora compute and lower memory usage by doing it in fp16. (#11161) 2025-12-06 18:36:20 -05:00
model_patcher.py dequantization offload accounting (fixes Flux2 OOMs - incl TEs) (#11171) 2025-12-08 23:21:31 -05:00
model_sampling.py Refactor model sampling sigmas code. (#10250) 2025-10-08 17:49:02 -04:00
nested_tensor.py WIP way to support multi multi dimensional latents. (#10456) 2025-10-23 21:21:14 -04:00
ops.py add block-wise scaled int8 quantization based on QuantizedLayout mechanism 2025-12-10 12:23:05 -06:00
options.py Only parse command line args when main.py is called. 2023-09-13 11:38:20 -04:00
patcher_extension.py Fix order of inputs nested merge_nested_dicts (#10362) 2025-10-15 16:47:26 -07:00
pixel_space_convert.py Changes to the previous radiance commit. (#9851) 2025-09-13 18:03:34 -04:00
quant_ops.py add block-wise scaled int8 quantization based on QuantizedLayout mechanism 2025-12-10 12:23:05 -06:00
rmsnorm.py Add warning when using old pytorch. (#9347) 2025-08-15 00:22:26 -04:00
sample.py Fix mistake. (#10484) 2025-10-25 23:07:29 -04:00
sampler_helpers.py Added context window support to core sampling code (#9238) 2025-08-13 21:33:05 -04:00
samplers.py WIP way to support multi multi dimensional latents. (#10456) 2025-10-23 21:21:14 -04:00
sd1_clip_config.json Fix potential issue with non clip text embeddings. 2024-07-30 14:41:13 -04:00
sd1_clip.py Make old scaled fp8 format use the new mixed quant ops system. (#11000) 2025-12-05 14:35:42 -05:00
sd.py dequantization offload accounting (fixes Flux2 OOMs - incl TEs) (#11171) 2025-12-08 23:21:31 -05:00
sdxl_clip.py Add a T5TokenizerOptions node to set options for the T5 tokenizer. (#7803) 2025-04-25 19:36:00 -04:00
supported_models_base.py Fix some custom nodes. (#11134) 2025-12-05 18:25:31 -05:00
supported_models.py Fix regression. (#11137) 2025-12-05 23:01:19 -05:00
utils.py dequantization offload accounting (fixes Flux2 OOMs - incl TEs) (#11171) 2025-12-08 23:21:31 -05:00