VictorMylle/Kohya-ss-sd-scripts
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93 Commits

Author SHA1 Message Date
Kohya S
bea4362e21 Merge pull request #1060 from akx/refactor-xpu-init 
Deduplicate ipex initialization code
 2024-01-23 20:25:37 +09:00
Kohya S
6805cafa9b fix TI training crashes in multigpu #1019 2024-01-23 20:17:19 +09:00
Aarni Koskela
6f3f701d3d Deduplicate ipex initialization code 2024-01-19 18:07:36 +02:00
Kohya S
32b759a328 Add wandb_run_name parameter to init_kwargs #1032 2024-01-14 22:02:03 +09:00
Kohya S
663b481029 fix TI training with full_fp16/bf16 ref #1019 2024-01-03 23:22:00 +09:00
Kohya S
5cae6db804 Fix to work with DDP TextualInversionTrainer ref #1019 2023-12-24 22:05:56 +09:00
Kohya S
912dca8f65 fix duplicated sample gen for every epoch ref #907 2023-12-07 22:13:38 +09:00
Isotr0py
db84530074 Fix gradients synchronization for multi-GPUs training (#989) 
* delete DDP wrapper

* fix train_db vae and train_network

* fix train_db vae and train_network unwrap

* network grad sync

---------

Co-authored-by: Kohya S <52813779+kohya-ss@users.noreply.github.com>
 2023-12-07 22:01:42 +09:00
Kohya S
383b4a2c3e Merge pull request #907 from shirayu/add_option_sample_at_first 
Add option --sample_at_first
 2023-12-03 21:00:32 +09:00
feffy380
6b3148fd3f Fix min-snr-gamma for v-prediction and ZSNR. 
This fixes min-snr for vpred+zsnr by dividing directly by SNR+1.
The old implementation did it in two steps: (min-snr/snr) * (snr/(snr+1)), which causes division by zero when combined with --zero_terminal_snr
 2023-11-07 23:02:25 +01:00
Yuta Hayashibe
2c731418ad Added sample_images() for --sample_at_first 2023-10-29 22:08:42 +09:00
青龍聖者@bdsqlsz
202f2c3292 Debias Estimation loss (#889) 
* update for bnb 0.41.1

* fixed generate_controlnet_subsets_config for training

* Revert "update for bnb 0.41.1"

This reverts commit 70bd3612d8.

* add debiased_estimation_loss

* add train_network

* Revert "add train_network"

This reverts commit 6539363c5c.

* Update train_network.py
 2023-10-23 22:59:14 +09:00
Yuta Hayashibe
27f9b6ffeb updated typos to v1.16.15 and fix typos 2023-10-01 21:51:24 +09:00
Disty0
b64389c8a9 Intel ARC support with IPEX 2023-09-19 18:05:05 +03:00
Kohya S
c142dadb46 support sai model spec 2023-08-06 21:50:05 +09:00
Kohya S
0636399c8c add adding v-pred like loss for noise pred 2023-07-31 08:23:28 +09:00
Kohya S
73a08c0be0 Merge pull request #630 from ddPn08/sdxl 
make tracker init_kwargs configurable
 2023-07-20 22:05:55 +09:00
Kohya S
acf16c063a make to work with PyTorch 1.12 2023-07-20 21:41:16 +09:00
Kohya S
6d2d8dfd2f add zero_terminal_snr option 2023-07-18 23:17:23 +09:00
Kohya S
b4a3824ce4 change tokenizer from open clip to transformers 2023-07-13 20:49:26 +09:00
Kohya S
2e67d74df4 add no_half_vae option 2023-07-11 22:19:14 +09:00
ddPn08
b841dd78fe make tracker init_kwargs configurable 2023-07-11 10:21:45 +09:00
Kohya S
68ca0ea995 Fix to show template type 2023-07-10 22:28:26 +09:00
Kohya S
f54b784d88 support textual inversion training 2023-07-10 22:04:02 +09:00
Kohya S
ea182461d3 add min/max_timestep 2023-07-03 20:44:42 +09:00
Kohya S
5114e8daf1 fix training scripts except controlnet not working 2023-06-22 08:46:53 +09:00
Kohya S
92e50133f8 Merge branch 'original-u-net' into dev 2023-06-17 21:57:08 +09:00
Kohya S
19dfa24abb Merge branch 'main' into original-u-net 2023-06-16 20:59:34 +09:00
青龍聖者@bdsqlsz
e97d67a681 Support for Prodigy(Dadapt variety for Dylora) (#585) 
* Update train_util.py for DAdaptLion

* Update train_README-zh.md for dadaptlion

* Update train_README-ja.md for DAdaptLion

* add DAdatpt V3

* Alignment

* Update train_util.py for experimental

* Update train_util.py V3

* Update train_README-zh.md

* Update train_README-ja.md

* Update train_util.py fix

* Update train_util.py

* support Prodigy

* add lower
 2023-06-15 21:12:53 +09:00
Kohya S
9806b00f74 add arbitrary dataset feature to each script 2023-06-15 20:39:39 +09:00
ykume
9e1683cf2b support sdpa 2023-06-11 21:26:15 +09:00
ykume
0315611b11 remove workaround for accelerator=0.15, fix XTI 2023-06-11 18:32:14 +09:00
Kohya S
ec2efe52e4 scale v-pred loss like noise pred 2023-06-03 10:52:22 +09:00
ddPn08
23c4e5cb01 update diffusers to 1.16 | train_textual_inversion 2023-06-01 20:39:29 +09:00
Kohya S
968bbd2f47 Merge pull request #480 from yanhuifair/main 
fix print "saving" and "epoch" in newline
 2023-05-11 21:05:37 +09:00
Kohya S
09c719c926 add adaptive noise scale 2023-05-07 18:09:08 +09:00
Fair
b08154dc36 fix print "saving" and "epoch" in newline 2023-05-07 02:51:01 +08:00
Kohya S
2127907dd3 refactor selection and logging for DAdaptation 2023-05-06 18:14:16 +09:00
青龍聖者@bdsqlsz
164a1978de Support for more Dadaptation (#455) 
* Update train_util.py for add DAdaptAdan and DAdaptSGD

* Update train_util.py for DAdaptadam

* Update train_network.py for dadapt

* Update train_README-ja.md for DAdapt

* Update train_util.py for DAdapt

* Update train_network.py for DAdaptAdaGrad

* Update train_db.py for DAdapt

* Update fine_tune.py for DAdapt

* Update train_textual_inversion.py for DAdapt

* Update train_textual_inversion_XTI.py for DAdapt
 2023-05-06 17:30:09 +09:00
ykume
69579668bb Merge branch 'dev' of https://github.com/kohya-ss/sd-scripts into dev 2023-05-03 11:17:43 +09:00
Kohya S
2e688b7cd3 Merge pull request #471 from pamparamm/multires-noise 
Multi-Resolution Noise
 2023-05-03 11:17:21 +09:00
ykume
2fcbfec178 make transform_DDP more intuitive 2023-05-03 11:07:29 +09:00
Isotr0py
e1143caf38 Fix DDP issues and Support DDP for all training scripts (#448) 
* Fix DDP bugs

* Fix DDP bugs for finetune and db

* refactor model loader

* fix DDP network

* try to fix DDP network in train unet only

* remove unuse DDP import

* refactor DDP transform

* refactor DDP transform

* fix sample images bugs

* change DDP tranform location

* add autocast to train_db

* support DDP in XTI

* Clear DDP import
 2023-05-03 10:37:47 +09:00
Pam
b18d099291 Multi-Resolution Noise 2023-05-02 09:42:17 +05:00
Kohya S
74008ce487 add save_every_n_steps option 2023-04-24 23:22:24 +09:00
Plat
27ffd9fe3d feat: support wandb logging 2023-04-20 01:41:12 +09:00
Kohya S
9fc27403b2 support disk cache: same as #164, might fix #407 2023-04-13 21:40:34 +09:00
Kohya S
2e9f7b5f91 cache latents to disk in dreambooth method 2023-04-12 23:10:39 +09:00
Kohya S
6a5f87d874 disable weighted captions in TI/XTI training 2023-04-08 21:45:57 +09:00
Kohya S
541539a144 change method name, repo is private in default etc 2023-04-05 23:16:49 +09:00