duongve13112002
e21a7736f8
Support Anima model ( #2260 )
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* Support Anima model
* Update document and fix bug
* Fix latent normlization
* Fix typo
* Fix cache embedding
* fix typo in tests/test_anima_cache.py
* Remove redundant argument apply_t5_attn_mask
* Improving caching with argument caption_dropout_rate
* Fix W&B logging bugs
* Fix discrete_flow_shift default value
2026-02-08 10:18:55 +09:00
Kohya S.
b996440c5f
Doc update sd3 branch documentation ( #2253 )
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* doc: move sample prompt file documentation, and remove history for branch
* doc: remove outdated FLUX.1 and SD3 training information from README
* doc: update README and training documentation for clarity and structure
2026-01-19 21:38:46 +09:00
Kohya S.
a9af52692a
feat: add pyramid noise and noise offset options to generation script ( #2252 )
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* feat: add pyramid noise and noise offset options to generation script
* fix: fix to work with SD1.5 models
* doc: update to match with latest gen_img.py
* doc: update README to clarify script capabilities and remove deprecated sections
2026-01-18 16:56:48 +09:00
Kohya S.
c6bc632ec6
fix: metadata dataset degradation and make it work ( #2186 )
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* fix: support dataset with metadata
* feat: support another tagger model
* fix: improve handling of image size and caption/tag processing in FineTuningDataset
* fix: enhance metadata loading to support JSONL format in FineTuningDataset
* feat: enhance image loading and processing in ImageLoadingPrepDataset with batch support and output options
* fix: improve image path handling and memory management in dataset classes
* Update finetune/tag_images_by_wd14_tagger.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* fix: add return type annotation for process_tag_replacement function and ensure tags are returned
* feat: add artist category threshold for tagging
* doc: add comment for clarification
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Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
2026-01-18 15:17:07 +09:00
kohya-ss
a0c26a0efa
docs: enhance text encoder CPU usage instructions for HunyuanImage-2.1 training
2025-09-28 18:21:25 +09:00
Kohya S
31f7df3b3a
doc: add --network_train_unet_only option for HunyuanImage-2.1 training
2025-09-23 18:53:36 +09:00
Kohya S
040d976597
feat: add guidance rescale options for Adaptive Projected Guidance in inference
2025-09-21 13:03:14 +09:00
Kohya S
e7b8e9a778
doc: add --vae_chunk_size option for training and inference
2025-09-21 11:13:26 +09:00
Kohya S
8f20c37949
feat: add --text_encoder_cpu option to reduce VRAM usage by running text encoders on CPU for training
2025-09-20 20:26:20 +09:00
Kohya S
b090d15f7d
feat: add multi backend attention and related update for HI2.1 models and scripts
2025-09-20 19:45:33 +09:00
Kohya S
cbe2a9da45
feat: add conversion script for LoRA models to ComfyUI format with reverse option
2025-09-16 21:48:47 +09:00
kohya-ss
f318ddaeea
docs: update HunyuanImage-2.1 training guide with model download instructions and VRAM optimization settings (by Claude)
2025-09-16 21:18:01 +09:00
kohya-ss
e04b9f0497
docs: add LoRA training guide for HunyuanImage-2.1 model (by Gemini CLI)
2025-09-13 22:06:10 +09:00
kohya-ss
ee8e670765
Merge branch 'sd3' into doc-update-for-latest-features
2025-09-09 12:42:09 +09:00
rockerBOO
fe4c18934c
blocks_to_swap is supported for validation loss now
2025-09-08 14:28:55 -04:00
rockerBOO
78685b9c5f
Move general settings to top to make more clear the validation bits
2025-09-08 14:18:50 -04:00
rockerBOO
ef4397963b
Fix validation dataset documentation to not use subsets
2025-09-08 14:16:33 -04:00
kohya-ss
0bb0d91615
doc: update introduction and clarify command line option priorities in config README
2025-09-06 19:52:54 +09:00
Kohya S.
952f9ce7be
Update docs/train_textual_inversion.md
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Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
2025-09-04 19:46:04 +09:00
kohya-ss
ddfb38e501
doc: add documentation for Textual Inversion training scripts
2025-09-04 18:39:52 +09:00
kohya-ss
6c82327dc8
doc: remove Japanese section on Gradual Latent options from gen_img README
2025-09-01 21:32:50 +09:00
kohya-ss
9984868154
doc: update README to include support for SDXL models and additional command-line options for gen_img.py
2025-09-01 21:32:24 +09:00
kohya-ss
142d0be180
doc: add comprehensive fine-tuning guide for various model architectures
2025-09-01 12:36:51 +09:00
kohya-ss
c38b07d0da
doc: add validation loss documentation for model training
2025-08-31 21:39:47 +09:00
kohya-ss
80710134d5
doc: add Sage Attention and sample batch size options to Lumina training guide
2025-08-31 21:19:28 +09:00
kohya-ss
fe81d40202
doc: refactor structure for improved readability and maintainability
2025-08-31 21:14:45 +09:00
kohya-ss
989448afdd
doc: enhance SD3/SDXL LoRA training guide
2025-08-31 19:19:10 +09:00
Dave Lage
0ad2cb854d
Update flux_train_network.md
2025-08-02 17:27:55 -04:00
Dave Lage
24c605ee3b
Update flux_train_network.md
2025-08-02 17:21:25 -04:00
Dave Lage
b9c091eafc
Fix validation documentation
2025-08-02 17:19:26 -04:00
Kohya S
250f0eb9b0
doc: update README and training guide with breaking changes for CFG scale and model download instructions
2025-07-30 22:08:51 +09:00
Kohya S
af14eab6d7
doc: update section number for regex-based rank and learning rate configuration in FLUX.1 LoRA guide
2025-07-26 19:37:15 +09:00
Kohya S
c28e7a47c3
feat: add regex-based rank and learning rate configuration for FLUX.1 LoRA
2025-07-26 19:35:42 +09:00
kohya-ss
32f06012a7
doc: update flux train document and add about breaking changes in sample generation prompts
2025-07-21 21:48:06 +09:00
Kohya S
c84a163b32
docs: update README for documentation
2025-07-21 13:40:03 +09:00
Kohya S
7de68c1eb1
Merge branch 'sd3' into update-docs
2025-07-21 13:32:43 +09:00
Kohya S
d300f19045
docs: update Lumina training guide to include inference script and options
2025-07-21 13:15:09 +09:00
Kohya S
30295c9668
fix: update parameter names for CFG truncate and Renorm CFG in documentation and code
2025-07-13 21:00:27 +09:00
Kohya S
999df5ec15
fix: update default values for timestep_sampling and model_prediction_type in training arguments
2025-07-13 20:52:00 +09:00
Kohya S
88960e6309
doc: update lumina LoRA training guide
2025-07-13 20:49:38 +09:00
Kohya S
8a72f56c9f
fix: clarify Flash Attention usage in lumina training guide
2025-07-11 22:14:16 +09:00
kohya-ss
d0b335d8cf
feat: add LoRA training guide for Lumina Image 2.0 (WIP)
2025-07-10 20:15:45 +09:00
Kohya S
a376fec79c
doc: add comprehensive README for image generation script with usage examples and options
2025-05-24 18:48:54 +09:00
Kohya S
e7e371c9ce
doc: update English translation for advanced SDXL LoRA training
2025-05-17 15:06:00 +09:00
Kohya S
08aed008eb
doc: update FLUX.1 for newer features from README.md
2025-05-17 14:42:19 +09:00
Kohya S.
19a180ff90
Add English versions with Japanese in details
2025-05-17 14:28:26 +09:00
Kohya S
176baa6b95
doc: update sd3 and sdxl training guides
2025-04-16 12:32:43 +09:00
Kohya S
b1bbd4576c
doc: update sd3 LoRA, sdxl LoRA advanced
2025-04-14 21:53:21 +09:00
Kohya S
ceb19bebf8
update docs. sdxl is transltaed, flux.1 is corrected
2025-04-13 22:06:58 +09:00
Kohya S
8f5a2eba3d
Add documentation for LoRA training scripts for SD1/2, SDXL, FLUX.1 and SD3/3.5 models
2025-04-11 08:07:24 +09:00
