Kohya S
dd39e5d944
hope to support python 3.8/3.9
2023-03-05 20:04:18 +09:00
Kohya S
db8c79c463
Update documentation
2023-03-05 19:51:05 +09:00
Kohya S
2b6e9d83fa
Merge branch 'main' into dev
2023-03-05 09:55:41 +09:00
Kohya S
4d9292e50a
add traininig (dataset preparation) doc
2023-03-04 22:07:09 +09:00
mgz-dev
4a4450d6b6
make new_rank limit max rank, fix zero matrices
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-new_rank arg changed to limit the max rank of any layer.
-added logic to make sure zero-ed layers do not create large lora dim
2023-03-04 03:10:04 -06:00
Kohya S
fe4f4446f1
Add region control for LoRA
2023-03-04 18:03:11 +09:00
mgz-dev
214ed092f2
add support to extract lora with resnet and 2d blocks
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Modified resize script so support different types of LoRA networks (refer to Kohaku-Blueleaf module implementation for structure).
2023-03-04 02:01:10 -06:00
Isotr0py
4396350271
Add network_args to meta if using another network
2023-03-04 13:59:22 +08:00
mgz-dev
80be6fa130
refactor and bug fix for too large sv_ratio
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- code refactor to be able to re-use same function for dynamic extract lora
- remove clamp
- fix issue where if sv_ratio is too high index goes out of bounds
2023-03-03 23:32:46 -06:00
Kohya S
45945f698a
Merge pull request #246 from kohya-ss/dev
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add dataset config file, generating images in training etc.
2023-03-02 23:27:55 +09:00
Kohya S
08fcc7b31c
update README
2023-03-02 23:20:45 +09:00
Kohya S
74f317abf8
update README
2023-03-02 22:16:20 +09:00
Kohya S
5602e0e5fc
change dataset config option to dataset_config
2023-03-02 21:51:58 +09:00
Kohya S
2d2407410e
show index in caching latents
2023-03-02 21:32:02 +09:00
Kohya S
09f575fd4d
merge image_dir for metadata editor
2023-03-02 21:17:25 +09:00
Kohya S
859f8361bb
minor fix in token shuffling
2023-03-02 20:31:07 +09:00
Kohya S
c3024be8bf
add help for keep_tokens
2023-03-02 20:28:42 +09:00
Kohya S
7e1aa5f4d6
keep tag_frequency for each dataset
2023-03-02 20:27:22 +09:00
Kohya S
83bfb54f20
fix num_repeats not working in DB classic dataset
2023-03-02 19:01:22 +09:00
mgz-dev
52ca6c515c
add options to resize based off frobenius norm or cumulative sum
2023-03-01 13:35:24 -06:00
Kohya S
e9f37c4049
do not save image_dir to metadata if None
2023-03-01 23:37:17 +09:00
Kohya S
c95943b663
merge tag frequence for metadata editor
2023-03-01 22:10:43 +09:00
Kohya S
04af36e7e2
strip tag, fix tag frequency count
2023-03-01 22:10:15 +09:00
Kohya S
d1d7d432e9
print dataset index in making buckets
2023-03-01 21:30:12 +09:00
Kohya S
089a63c573
shuffle at debug_dataset
2023-03-01 21:12:33 +09:00
Kohya S
ed19a92bbe
fix typos
2023-03-01 21:01:10 +09:00
fur0ut0
8abb8645ae
add detail dataset config feature by extra config file ( #227 )
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* add config file schema
* change config file specification
* refactor config utility
* unify batch_size to train_batch_size
* fix indent size
* use batch_size instead of train_batch_size
* make cache_latents configurable on subset
* rename options
* bucket_repo_range
* shuffle_keep_tokens
* update readme
* revert to min_bucket_reso & max_bucket_reso
* use subset structure in dataset
* format import lines
* split mode specific options
* use only valid subset
* change valid subsets name
* manage multiple datasets by dataset group
* update config file sanitizer
* prune redundant validation
* add comments
* update type annotation
* rename json_file_name to metadata_file
* ignore when image dir is invalid
* fix tag shuffle and dropout
* ignore duplicated subset
* add method to check latent cachability
* fix format
* fix bug
* update caption dropout default values
* update annotation
* fix bug
* add option to enable bucket shuffle across dataset
* update blueprint generate function
* use blueprint generator for dataset initialization
* delete duplicated function
* update config readme
* delete debug print
* print dataset and subset info as info
* enable bucket_shuffle_across_dataset option
* update config readme for clarification
* compensate quotes for string option example
* fix bug of bad usage of join
* conserve trained metadata backward compatibility
* enable shuffle in data loader by default
* delete resolved TODO
* add comment for image data handling
* fix reference bug
* fix undefined variable bug
* prevent raise overwriting
* assert image_dir and metadata_file validity
* add debug message for ignoring subset
* fix inconsistent import statement
* loosen too strict validation on float value
* sanitize argument parser separately
* make image_dir optional for fine tuning dataset
* fix import
* fix trailing characters in print
* parse flexible dataset config deterministically
* use relative import
* print supplementary message for parsing error
* add note about different methods
* add note of benefit of separate dataset
* add error example
* add note for english readme plan
---------
Co-authored-by: Kohya S <52813779+kohya-ss@users.noreply.github.com >
2023-03-01 20:58:08 +09:00
mgz-dev
efe4c98341
Enable ability to resize lora dim based off ratios
2023-02-28 14:55:15 -06:00
Kohya S
82707654ad
support sample generation in TI training
2023-02-28 22:05:31 +09:00
Kohya S
57c565c402
support sample generation in TI training
2023-02-28 22:05:10 +09:00
Kohya S
dd523c94ff
sample images in training (not fully tested)
2023-02-27 17:48:32 +09:00
Kohya S
a28f9ae7a3
support tokenizer caching for offline training/gen
2023-02-25 18:46:59 +09:00
Kohya S
9993792656
latents upscaling in highres fix, vae batch size
2023-02-25 18:17:18 +09:00
Kohya S
f0ae7eea95
Update README.md
2023-02-23 21:59:20 +09:00
Kohya S
b22b0a5c75
Merge pull request #223 from kohya-ss/control_net
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support ControlNet
2023-02-23 21:53:05 +09:00
Kohya S
c7a13c89c7
Merge branch 'main' into control_net
2023-02-23 21:51:03 +09:00
Kohya S
39a70f10bd
Merge pull request #222 from kohya-ss/dev
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fix training instability issue, add metadata
2023-02-23 21:50:38 +09:00
Kohya S
a3c0e4cf44
update change history
2023-02-23 21:49:34 +09:00
Kohya S
9b13444b9c
raise error if options conflict
2023-02-23 21:35:47 +09:00
Kohya S
0eb01dea55
add max_grad_norm to metadata
2023-02-23 21:34:38 +09:00
Kohya S
a3aa3b1712
fix typos
2023-02-23 21:14:44 +09:00
Kohya S
95b5aed41b
Merge pull request #221 from space-nuko/add-more-metadata
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Add more missing metadata
2023-02-23 21:14:26 +09:00
Kohya S
d9184ab21c
remove LoRA-ControlNet
2023-02-23 21:01:13 +09:00
Kohya S
e7dd77836d
Merge branch 'main' into control_net
2023-02-23 20:57:34 +09:00
Kohya S
4c5c486d28
Merge branch 'main' into dev
2023-02-23 20:57:17 +09:00
Kohya S
f403ac6132
fix float32 training doesn't work in some case
2023-02-23 20:56:41 +09:00
space-nuko
b39cf6e2c0
Add more missing metadata
2023-02-23 02:25:24 -08:00
Kohya S
71b728d5fc
Update README.md
2023-02-22 22:25:53 +09:00
Kohya S
f0ef81f865
Merge pull request #219 from kohya-ss/dev
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Dev
2023-02-22 22:21:04 +09:00
Kohya S
f68a48b354
update readme
2023-02-22 22:19:36 +09:00
