989 Commits

Author SHA1 Message Date
comfyanonymous
4e7fcb5e95 Remove the ckpt_path from load_state_dict_guess_config. 2024-08-11 08:37:35 -04:00
ljleb
a5193f9c4c alternative to load_checkpoint_guess_config that accepts a loaded state dict (#4249)
* make alternative fn

* add back ckpt path as 2nd argument?
2024-08-11 08:36:52 -04:00
comfyanonymous
2f4624cf42 Fix issues with #4302 and support loading diffusers format flux. 2024-08-10 21:28:24 -04:00
Jaret Burkett
fd5b77aba9 FLUX: Added full diffusers mapping for FLUX.1 schnell and dev. Adds full LoRA support from diffusers LoRAs. (#4302) 2024-08-10 21:26:41 -04:00
comfyanonymous
cbb1bde521 Fix some issues with inference slowing down. 2024-08-10 16:21:25 -04:00
comfyanonymous
845f52cabc Speed up hunyuan dit inference a bit. 2024-08-10 07:36:27 -04:00
comfyanonymous
4e986745a1 Fix regression. 2024-08-09 21:45:21 -04:00
comfyanonymous
075b187132 Fix regression. 2024-08-09 14:02:38 -04:00
TTPlanetPig
3a0da5cff6 Update controlnet.py to fix the default controlnet weight as constant (#4285) 2024-08-09 13:40:05 -04:00
comfyanonymous
4d842f2344 Better fix for lowvram issue. 2024-08-09 12:16:25 -04:00
comfyanonymous
4f5ec9bbc2 Fix controlnet regression. 2024-08-09 12:08:58 -04:00
comfyanonymous
502ace54a4 Fix issue with some lowvram weights. 2024-08-09 03:58:28 -04:00
comfyanonymous
1280396253 Fix regression. 2024-08-09 03:36:40 -04:00
comfyanonymous
90c65ed934 Implement text encoder part of HunyuanDiT loras. 2024-08-09 03:21:10 -04:00
comfyanonymous
24d1c00725 Cleanup HunyuanDit controlnets.
Use the: ControlNetApply SD3 and HunyuanDiT node.
2024-08-09 02:59:34 -04:00
来新璐
298a7149d3 feat: add support for HunYuanDit ControlNet (#4245)
* add support for HunYuanDit ControlNet

* fix hunyuandit controlnet

* fix typo in hunyuandit controlnet

* fix typo in hunyuandit controlnet

* fix code format style

* add control_weight support for HunyuanDit Controlnet

* use control_weights in HunyuanDit Controlnet

* fix typo
2024-08-09 02:59:24 -04:00
comfyanonymous
ef493ebbf8 Raw torch is faster than einops? 2024-08-08 22:09:29 -04:00
comfyanonymous
8e1189dae5 Cleaner code. 2024-08-08 20:07:09 -04:00
comfyanonymous
114af84d12 Try to improve inference speed on some machines. 2024-08-08 17:29:27 -04:00
comfyanonymous
37d704b5d6 Better prints. 2024-08-08 17:29:27 -04:00
comfyanonymous
4f196c19a3 Fix. 2024-08-08 15:16:51 -04:00
comfyanonymous
6e0e401ebe Support diffusers text attention flux loras. 2024-08-08 14:45:52 -04:00
comfyanonymous
ede5622146 Partial model shift support. 2024-08-08 14:45:06 -04:00
comfyanonymous
6f69d4e0ec Add Flux fp16 support hack. 2024-08-07 15:08:39 -04:00
comfyanonymous
5a25225024 Make supported_dtypes a priority list. 2024-08-07 15:00:06 -04:00
comfyanonymous
57697eb7cf Workaround for lora OOM on lowvram mode. 2024-08-07 14:30:54 -04:00
comfyanonymous
25bcb846a8 Fix "Comfy" lora keys.
They are in this format now:
diffusion_model.full.model.key.name.lora_up.weight
2024-08-07 13:49:31 -04:00
comfyanonymous
7c94219393 Fix bundled embed. 2024-08-07 13:30:45 -04:00
comfyanonymous
a6d6c2d378 Support for "Comfy" lora format.
The keys are just: model.full.model.key.name.lora_up.weight

It is supported by all comfyui supported models.

Now people can just convert loras to this format instead of having to ask
for me to implement them.
2024-08-07 13:18:32 -04:00
comfyanonymous
3e01ab3a66 Controlnet code refactor. 2024-08-07 12:59:28 -04:00
comfyanonymous
04f70b853e Support format for embeddings bundled in loras. 2024-08-07 03:45:25 -04:00
comfyanonymous
001ff4d6a6 Fix OOMs happening in some cases.
A cloned model patcher sometimes reported a model was loaded on a device
when it wasn't.
2024-08-06 13:36:04 -04:00
comfyanonymous
5228fbf0ad Unload models and load them back in lowvram mode no free vram. 2024-08-06 03:22:39 -04:00
comfyanonymous
bcb4848096 Flux tweak memory usage. 2024-08-05 21:58:28 -04:00
comfyanonymous
f7183e2c73 Improve performance on some lowend GPUs. 2024-08-05 16:24:04 -04:00
a-One-Fan
2e56b50183 Fix Flux FP64 math on XPU (#4210) 2024-08-05 01:26:20 -04:00
comfyanonymous
261c6ba855 Support simple diffusers Flux loras. 2024-08-04 22:05:48 -04:00
Silver
b87a10e5f1 Correct spelling 'token_weight_pars_t5' to 'token_weight_pairs_t5' (#4200) 2024-08-04 17:10:02 -04:00
comfyanonymous
8e7aa23b6a ONNX tracing fixes. 2024-08-04 15:45:43 -04:00
comfyanonymous
85fadea55c Fix issue with some custom nodes. 2024-08-04 10:03:33 -04:00
comfyanonymous
10ad73d520 Fix crash. 2024-08-03 16:55:38 -04:00
comfyanonymous
e7287d2fc2 Tweak lowvram memory formula. 2024-08-03 16:44:50 -04:00
comfyanonymous
d4ca060482 Lower lowvram memory to 1/3 of free memory. 2024-08-03 15:14:07 -04:00
comfyanonymous
f27f0f8a48 Fix some issues. 2024-08-03 15:06:40 -04:00
comfyanonymous
e83d97d649 Cap lowvram to half of free memory. 2024-08-03 14:50:20 -04:00
comfyanonymous
753d9640f9 Automatically use fp8 for diffusion model weights if:
Checkpoint contains weights in fp8.

There isn't enough memory to load the diffusion model in GPU vram.
2024-08-03 13:45:19 -04:00
comfyanonymous
2181bb7a57 Load T5 in fp8 if it's in fp8 in the Flux checkpoint. 2024-08-03 12:39:33 -04:00
comfyanonymous
2878ffd75a More aggressive batch splitting. 2024-08-03 11:53:30 -04:00
comfyanonymous
b0eaa09c6a Better per model memory usage estimations. 2024-08-02 18:09:24 -04:00
comfyanonymous
e2284e5609 Tweak regular SD memory formula. 2024-08-02 17:34:30 -04:00