From dddf0f2aebecc9f05bcd492c940f49efb863705b Mon Sep 17 00:00:00 2001 From: Vladimir Mandic Date: Sun, 7 Jul 2024 12:44:36 -0400 Subject: [PATCH] draft kwai kolors --- CHANGELOG.md | 41 ++++++++++++++++++++++++------- html/reference.json | 8 ++++++ models/Reference/Kwai-Kolors.jpg | Bin 0 -> 102931 bytes modules/model_kolors.py | 28 +++++++++++++++++++++ modules/sd_models.py | 11 +++++++++ modules/shared_items.py | 1 + 6 files changed, 80 insertions(+), 9 deletions(-) create mode 100644 models/Reference/Kwai-Kolors.jpg create mode 100644 modules/model_kolors.py diff --git a/CHANGELOG.md b/CHANGELOG.md index c6ecd9020..f3a2dfde6 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -2,30 +2,53 @@ TODO: - Requires `diffusers==0.30.0` -- LavenderFlow: https://github.com/huggingface/diffusers/pull/8796 +- AuraFlow/LavenderFlow: https://github.com/huggingface/diffusers/pull/8796 - Kolors: https://github.com/huggingface/diffusers/issues/8801 - FlowMatchHeunDiscreteScheduler -## Update for 2024-07-05 +## Update for 2024-07-07 -- massive updates to [Wiki](https://github.com/vladmandic/automatic/wiki) - with over 20 new pages and articles, now includes guides for nearly all major features - thanks @GenesisArtemis! -- support for [AlphaVLLM Lumina-Next-SFT](https://huggingface.co/Alpha-VLLM/Lumina-Next-SFT-diffusers) +### Highlights + +Massive update to WiKi with over 20 new pages and articles, now includes guides for nearly all major features +Support for new models: +- [AlphaVLLM Lumina-Next-SFT](https://huggingface.co/Alpha-VLLM/Lumina-Next-SFT-diffusers) +- [Kwai Kolors](https://huggingface.co/Kwai-Kolors/Kolors) +- [HunyuanDiT 1.2](https://huggingface.co/Tencent-Hunyuan/HunyuanDiT-v1.2-Diffusers) + +New fast-install mode, support for DoRA networks, additional VLM models, new AuraSR upscaler, and more... + +### New Models + +- [AlphaVLLM Lumina-Next-SFT](https://huggingface.co/Alpha-VLLM/Lumina-Next-SFT-diffusers) to use, simply select from *networks -> reference use scheduler: default or euler flowmatch or heun flowmatch note: this model uses T5 XXL variation of text encoder (previous version of Lumina used Gemma 2B as text encoder) -- support for [HunyuanDiT 1.2](https://huggingface.co/Tencent-Hunyuan/HunyuanDiT-v1.2-Diffusers) +- [Kwai Kolors](https://huggingface.co/Kwai-Kolors/Kolors) + to use, simply select from *networks -> reference + note: this is an SDXL style model that replaces standard CLiP-L and CLiP-G text encoders with a massive `chatglm3-6b` encoder + however, this new encoder does support both English and Chinese prompting +- [HunyuanDiT 1.2](https://huggingface.co/Tencent-Hunyuan/HunyuanDiT-v1.2-Diffusers) to use, simply select from *networks -> reference -- support for [CogFlorence 2 Large](https://huggingface.co/thwri/CogFlorence-2-Large-Freeze) VLM model +- [CogFlorence 2 Large](https://huggingface.co/thwri/CogFlorence-2-Large-Freeze) VLM model to use, simply select in process -> visual query -- support for [AuraSR](https://huggingface.co/fal/AuraSR) high-quality 4x GAN-style upscaling model +- [AuraSR](https://huggingface.co/fal/AuraSR) high-quality 4x GAN-style upscaling model note: this is a large upscaler at 2.5GB + +### New Features + +- massive updates to [Wiki](https://github.com/vladmandic/automatic/wiki) + with over 20 new pages and articles, now includes guides for nearly all major features + thanks @GenesisArtemis! - support for [uv](https://pypi.org/project/uv/), extremely fast installer, thanks @Yoinky3000! to use, simply add `--uv` to your command line params - support for **DoRA** networks, thanks @AI-Casanova! + +### Other + - enable **Florence VLM** for all platforms, thanks @lshqqytiger! +- improve ROCm detection under WSL2, thanks @lshqqytiger! - add SD3 with FP16 T5 to list of detected models - fix executing extensions with zero params - add support for embeddings bundled in LoRA, thanks @AI-Casanova! diff --git a/html/reference.json b/html/reference.json index ccdcffa84..dfc0a59df 100644 --- a/html/reference.json +++ b/html/reference.json @@ -197,6 +197,14 @@ "extras": "width: 1024, height: 1024, sampler: Default" }, + "Kwai Kolors": { + "path": "Kwai-Kolors/Kolors", + "desc": "Kolors is a large-scale text-to-image generation model based on latent diffusion, developed by the Kuaishou Kolors team. Trained on billions of text-image pairs, Kolors exhibits significant advantages over both open-source and proprietary models in visual quality, complex semantic accuracy, and text rendering for both Chinese and English characters. Furthermore, Kolors supports both Chinese and English inputs", + "preview": "Kwai-Kolors.jpg", + "skip": true, + "extras": "width: 1024, height: 1024" + }, + "Kandinsky 2.1": { "path": "kandinsky-community/kandinsky-2-1", "desc": "Kandinsky 2.1 is a text-conditional diffusion model based on unCLIP and latent diffusion, composed of a transformer-based image prior model, a unet diffusion model, and a decoder. Kandinsky 2.1 inherits best practices from Dall-E 2 and Latent diffusion while introducing some new ideas. It uses the CLIP model as a text and image encoder, and diffusion image prior (mapping) between latent spaces of CLIP modalities. This approach increases the visual performance of the model and unveils new horizons in blending images and text-guided image manipulation.", diff --git a/models/Reference/Kwai-Kolors.jpg b/models/Reference/Kwai-Kolors.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ed14d7cec8e91769eebaa63ee7dbb1ba433dd28 GIT binary patch literal 102931 zcmbTdby!FEdcK!_UM7-9?|{pxY8p|0Pg=h$9Z@u2zWRHNFG?@f&ZgV z5By)6|GBzZI=XoBx!8KX66F)%6BK?ZX%6rXfQy6kUwEL$4*~Bf9^T`}c+c_ipFDl> z{KX4`=L7_VM5HeXiAabD2wqaYBq1ZGprCj`OhrvePEATqLH=JRk8mH-JjQ#5hxd$} zkbsc<|1;hH0gyb!d8j|`BT@hk$s=5nNB5loria?&J+#YzP4j=!Bb^Z^1 z2gsKIoJY90IFE7vtM$Xzfe-Hik4f-IUkko{LZ)Sj&+JYv6dafJltrPUjY50mh*j9i zDl=O_VVgKT#p`b{$KQe0Q-O7B6+}t^Y}6DWBmVcJ;L#M zU|f>Nc&`PYkiONzw{$0C77Bh!t`L`1(e{i*So?^=%46g?C9B8^8|FV~|AXxR9k9>; zzmWZJVE;F+S-=b2M-M*_mjoaWxP6K}D+F3D(`6r!R~6EfC&EBXv1Gf(d5f{Q-}d)5 zpnYG)i@Z(7nn@7r!5iH$5<=sYiJ1RQk zqi5w#jAqs7@z_>3TrHFq>|3PXk zJip%tlN$%Aj_XT1D{Z@h8E;CTHV-4^sG)^h@>OOFN$AKD=#QXR1_WR)w$?vt&Y34e 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+repo_id = 'Kwai-Kolors/Kolors' +encoder_id = 'THUDM/chatglm3-6b' + + +def load_kolors(_checkpoint_info, diffusers_load_config={}): + from modules import shared, devices, modelloader + modelloader.hf_login() + diffusers_load_config['variant'] = "fp16" + if 'torch_dtype' not in diffusers_load_config: + diffusers_load_config['torch_dtype'] = 'torch.float16' + + text_encoder = transformers.AutoModel.from_pretrained(encoder_id, torch_dtype=torch.float16, trust_remote_code=True, cache_dir=shared.opts.diffusers_dir) + # text_encoder = transformers.AutoModel.from_pretrained("THUDM/chatglm3-6b", torch_dtype=torch.float16, trust_remote_code=True).quantize(4).cuda() + tokenizer = transformers.AutoTokenizer.from_pretrained(encoder_id, trust_remote_code=True, cache_dir=shared.opts.diffusers_dir) + pipe = diffusers.StableDiffusionXLPipeline.from_pretrained( + repo_id, + tokenizer=tokenizer, + text_encoder=text_encoder, + cache_dir = shared.opts.diffusers_dir, + **diffusers_load_config, + ) + devices.torch_gc() + return pipe diff --git a/modules/sd_models.py b/modules/sd_models.py index 4f433b90a..47cc8538f 100644 --- a/modules/sd_models.py +++ b/modules/sd_models.py @@ -613,6 +613,8 @@ def detect_pipeline(f: str, op: str = 'model', warning=True, quiet=False): guess = 'PixArt-Sigma' if 'lumina-next' in f.lower(): guess = 'Lumina-Next' + if 'kolors' in f.lower(): + guess = 'Kolors' # switch for specific variant if guess == 'Stable Diffusion' and 'inpaint' in f.lower(): guess = 'Stable Diffusion Inpaint' @@ -1003,6 +1005,15 @@ def load_diffuser(checkpoint_info=None, already_loaded_state_dict=None, timer=No if debug_load: errors.display(e, 'Load') return + elif model_type in ['Kolors']: # forced pipeline + try: + from modules.model_kolors import load_kolors + sd_model = load_kolors(checkpoint_info, diffusers_load_config) + except Exception as e: + shared.log.error(f'Diffusers Failed loading {op}: {checkpoint_info.path} {e}') + if debug_load: + errors.display(e, 'Load') + return elif model_type in ['Stable Diffusion 3']: try: from modules.model_sd3 import load_sd3 diff --git a/modules/shared_items.py b/modules/shared_items.py index cfeea03c6..e30bb16aa 100644 --- a/modules/shared_items.py +++ b/modules/shared_items.py @@ -71,6 +71,7 @@ def get_pipelines(): 'Kandinsky 3': getattr(diffusers, 'Kandinsky3Pipeline', None), 'DeepFloyd IF': getattr(diffusers, 'IFPipeline', None), 'Custom Diffusers Pipeline': getattr(diffusers, 'DiffusionPipeline', None), + 'Kolors': getattr(diffusers, 'StableDiffusionXLPipeline', None), 'InstaFlow': getattr(diffusers, 'StableDiffusionPipeline', None), # dynamically redefined and loaded in sd_models.load_diffuser 'SegMoE': getattr(diffusers, 'StableDiffusionPipeline', None), # dynamically redefined and loaded in sd_models.load_diffuser }