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161 Commits

Author SHA1 Message Date
Shondoit
bddebe09ed Save Optimizer next to TI embedding 
Also add check to load only .PT and .BIN files as embeddings. (since we add .optim files in the same directory)
 2023-01-03 13:30:24 +01:00
Philpax
c65909ad16 feat(api): return more data for embeddings 2023-01-02 12:21:48 +11:00
AUTOMATIC
311354c0bb fix the issue with training on SD2.0 2023-01-02 00:38:09 +03:00
AUTOMATIC
bdbe09827b changed embedding accepted shape detection to use existing code and support the new alt-diffusion model, and reformatted messages a bit #6149 2022-12-31 22:49:09 +03:00
Vladimir Mandic
f55ac33d44
validate textual inversion embeddings 2022-12-31 11:27:02 -05:00
Yuval Aboulafia
3bf5591efe fix F541 f-string without any placeholders 2022-12-24 21:35:29 +02:00
Jim Hays
c0355caefe Fix various typos 2022-12-14 21:01:32 -05:00
AUTOMATIC1111
c9a2cfdf2a
Merge branch 'master' into racecond_fix 2022-12-03 10:19:51 +03:00
brkirch
4d5f1691dd Use devices.autocast instead of torch.autocast 2022-11-30 10:33:42 -05:00
AUTOMATIC
b48b7999c8 Merge remote-tracking branch 'flamelaw/master' 2022-11-27 12:19:59 +03:00
flamelaw
755df94b2a set TI AdamW default weight decay to 0 2022-11-27 00:35:44 +09:00
AUTOMATIC
ce6911158b Add support Stable Diffusion 2.0 2022-11-26 16:10:46 +03:00
flamelaw
89d8ecff09 small fixes 2022-11-23 02:49:01 +09:00
flamelaw
5b57f61ba4 fix pin_memory with different latent sampling method 2022-11-21 10:15:46 +09:00
flamelaw
bd68e35de3 Gradient accumulation, autocast fix, new latent sampling method, etc 2022-11-20 12:35:26 +09:00
AUTOMATIC
cdc8020d13 change StableDiffusionProcessing to internally use sampler name instead of sampler index 2022-11-19 12:01:51 +03:00
Muhammad Rizqi Nur
bb832d7725 Simplify grad clip 2022-11-05 11:48:38 +07:00
Fampai
39541d7725 Fixes race condition in training when VAE is unloaded 
set_current_image can attempt to use the VAE when it is unloaded to
the CPU while training
 2022-11-04 04:50:22 -04:00
Muhammad Rizqi Nur
237e79c77d Merge branch 'master' into gradient-clipping 2022-11-02 20:48:58 +07:00
Nerogar
cffc240a73 fixed textual inversion training with inpainting models 2022-11-01 21:02:07 +01:00
Fampai
890e68aaf7 Fixed minor bug 
when unloading vae during TI training, generating images after
training will error out
 2022-10-31 10:07:12 -04:00
Fampai
3b0127e698 Merge branch 'master' of https://github.com/AUTOMATIC1111/stable-diffusion-webui into TI_optimizations 2022-10-31 09:54:51 -04:00
Fampai
006756f9cd Added TI training optimizations 
option to use xattention optimizations when training
option to unload vae when training
 2022-10-31 07:26:08 -04:00
Muhammad Rizqi Nur
cd4d59c0de Merge master 2022-10-30 18:57:51 +07:00
Muhammad Rizqi Nur
3d58510f21 Fix dataset still being loaded even when training will be skipped 2022-10-30 00:54:59 +07:00
Muhammad Rizqi Nur
a07f054c86 Add missing info on hypernetwork/embedding model log 
Mentioned here: https://github.com/AUTOMATIC1111/stable-diffusion-webui/discussions/1528#discussioncomment-3991513

Also group the saving into one
 2022-10-30 00:49:29 +07:00
Muhammad Rizqi Nur
ab05a74ead Revert "Add cleanup after training" 
This reverts commit 3ce2bfdf95.
 2022-10-30 00:32:02 +07:00
Muhammad Rizqi Nur
3ce2bfdf95 Add cleanup after training 2022-10-29 19:43:21 +07:00
Muhammad Rizqi Nur
ab27c111d0 Add input validations before loading dataset for training 2022-10-29 18:09:17 +07:00
Muhammad Rizqi Nur
05e2e40537 Merge branch 'master' into gradient-clipping 2022-10-29 15:04:21 +07:00
Muhammad Rizqi Nur
9ceef81f77 Fix log off by 1 2022-10-28 20:48:08 +07:00
Muhammad Rizqi Nur
16451ca573 Learning rate sched syntax support for grad clipping 2022-10-28 17:16:23 +07:00
Muhammad Rizqi Nur
1618df41ba Gradient clipping for textual embedding 2022-10-28 10:31:27 +07:00
DepFA
737eb28fac typo: cmd_opts.embedding_dir to cmd_opts.embeddings_dir 2022-10-26 17:38:08 +03:00
timntorres
f4e1464217 Implement PR #3625 but for embeddings. 2022-10-26 10:14:35 +03:00
timntorres
4875a6c217 Implement PR #3309 but for embeddings. 2022-10-26 10:14:35 +03:00
timntorres
c2dc9bfa89 Implement PR #3189 but for embeddings. 2022-10-26 10:14:35 +03:00
AUTOMATIC
cbb857b675 enable creating embedding with --medvram 2022-10-26 09:44:02 +03:00
Melan
18f86e41f6 Removed two unused imports 2022-10-24 17:21:18 +02:00
AUTOMATIC
7d6b388d71 Merge branch 'ae' 2022-10-21 13:35:01 +03:00
Melan
8f59129847 Some changes to the tensorboard code and hypernetwork support 2022-10-20 22:37:16 +02:00
Melan
a6d593a6b5 Fixed a typo in a variable 2022-10-20 19:43:21 +02:00
Melan
29e74d6e71 Add support for Tensorboard for training embeddings 2022-10-20 16:26:16 +02:00
DepFA
0087079c2d
allow overwrite old embedding 2022-10-20 00:10:59 +01:00
MalumaDev
1997ccff13
Merge branch 'master' into test_resolve_conflicts 2022-10-18 08:55:08 +02:00
DepFA
62edfae257 print list of embeddings on reload 2022-10-17 08:42:17 +03:00
MalumaDev
ae0fdad64a
Merge branch 'master' into test_resolve_conflicts 2022-10-16 17:55:58 +02:00
AUTOMATIC
0c5fa9a681 do not reload embeddings from disk when doing textual inversion 2022-10-16 09:09:04 +03:00
MalumaDev
97ceaa23d0
Merge branch 'master' into test_resolve_conflicts 2022-10-16 00:06:36 +02:00
DepFA
b6e3b96dab Change vector size footer label 2022-10-15 17:23:39 +03:00
DepFA
ddf6899df0 generalise to popular lossless formats 2022-10-15 17:23:39 +03:00
DepFA
9a1dcd78ed add webp for embed load 2022-10-15 17:23:39 +03:00
DepFA
939f16529a only save 1 image per embedding 2022-10-15 17:23:39 +03:00
DepFA
9e846083b7 add vector size to embed text 2022-10-15 17:23:39 +03:00
MalumaDev
7b7561f6e4
Merge branch 'master' into test_resolve_conflicts 2022-10-15 16:20:17 +02:00
AUTOMATIC
c7a86f7fe9 add option to use batch size for training 2022-10-15 09:24:59 +03:00
AUTOMATIC
03d62538ae remove duplicate code for log loss, add step, make it read from options rather than gradio input 2022-10-14 22:43:55 +03:00
AUTOMATIC
326fe7d44b Merge remote-tracking branch 'Melanpan/master' 2022-10-14 22:14:50 +03:00
AUTOMATIC
c344ba3b32 add option to read generation params for learning previews from txt2img 2022-10-14 20:31:49 +03:00
MalumaDev
bb57f30c2d init 2022-10-14 10:56:41 +02:00
Melan
8636b50aea Add learn_rate to csv and removed a left-over debug statement 2022-10-13 12:37:58 +02:00
Melan
1cfc2a1898 Save a csv containing the loss while training 2022-10-12 23:36:29 +02:00
AUTOMATIC
c3c8eef9fd train: change filename processing to be more simple and configurable 
train: make it possible to make text files with prompts
train: rework scheduler so that there's less repeating code in textual inversion and hypernets
train: move epochs setting to options
 2022-10-12 20:49:47 +03:00
AUTOMATIC1111
cc5803603b
Merge pull request #2037 from AUTOMATIC1111/embed-embeddings-in-images 
Add option to store TI embeddings in png chunks, and load from same.
 2022-10-12 15:59:24 +03:00
DepFA
10a2de644f
formatting 2022-10-12 13:15:35 +01:00
DepFA
5f3317376b
spacing 2022-10-11 20:09:49 +01:00
DepFA
91d7ee0d09
update imports 2022-10-11 20:09:10 +01:00
DepFA
aa75d5cfe8
correct conflict resolution typo 2022-10-11 20:06:13 +01:00
AUTOMATIC
d6fcc6b87b apply lr schedule to hypernets 2022-10-11 22:03:05 +03:00
DepFA
61788c0538
shift embedding logic out of textual_inversion 2022-10-11 19:50:50 +01:00
AUTOMATIC1111
419e539fe3
Merge branch 'learning_rate-scheduling' into learnschedule 2022-10-11 21:50:19 +03:00
AUTOMATIC
d4ea5f4d86 add an option to unload models during hypernetwork training to save VRAM 2022-10-11 19:03:08 +03:00
AUTOMATIC1111
4f96ffd0b5
Merge pull request #2201 from alg-wiki/textual__inversion 
Textual Inversion: Preprocess and Training will only pick-up image files instead
 2022-10-11 17:25:36 +03:00
DepFA
1eaad95533
Merge branch 'master' into embed-embeddings-in-images 2022-10-11 15:15:09 +01:00
AUTOMATIC
530103b586 fixes related to merge 2022-10-11 14:53:02 +03:00
alg-wiki
8bacbca0a1
Removed my local edits to checkpoint image generation 2022-10-11 17:35:09 +09:00
alg-wiki
b2368a3bce
Switched to exception handling 2022-10-11 17:32:46 +09:00
DepFA
7aa8fcac1e
use simple lcg in xor 2022-10-11 04:17:36 +01:00
DepFA
e0fbe6d27e
colour depth conversion fix 2022-10-10 23:26:24 +01:00
DepFA
767202a4c3
add dependency 2022-10-10 23:20:52 +01:00
DepFA
315d5a8ed9
update data dis[play style 2022-10-10 23:14:44 +01:00
alg-wiki
907a88b2d0 Added .webp .bmp 2022-10-11 06:35:07 +09:00
Fampai
2536ecbb17 Refactored learning rate code 2022-10-10 17:10:29 -04:00
alg-wiki
f0ab972f85
Merge branch 'master' into textual__inversion 2022-10-11 03:35:28 +08:00
alg-wiki
bc3e183b73
Textual Inversion: Preprocess and Training will only pick-up image files 2022-10-11 04:30:13 +09:00
DepFA
df6d0d9286
convert back to rgb as some hosts add alpha 2022-10-10 15:43:09 +01:00
DepFA
707a431100
add pixel data footer 2022-10-10 15:34:49 +01:00
DepFA
ce2d7f7eac
Merge branch 'master' into embed-embeddings-in-images 2022-10-10 15:13:48 +01:00
alg-wiki
7a20f914ed Custom Width and Height 2022-10-10 17:05:12 +03:00
alg-wiki
6ad3a53e36 Fixed progress bar output for epoch 2022-10-10 17:05:12 +03:00
alg-wiki
ea00c1624b Textual Inversion: Added custom training image size and number of repeats per input image in a single epoch 2022-10-10 17:05:12 +03:00
alg-wiki
04c745ea4f
Custom Width and Height 2022-10-10 22:35:35 +09:00
alg-wiki
4ee7519fc2
Fixed progress bar output for epoch 2022-10-10 17:31:33 +09:00
alg-wiki
3110f895b2
Textual Inversion: Added custom training image size and number of repeats per input image in a single epoch 2022-10-10 17:07:46 +09:00
DepFA
e2c2925eb4
remove braces from steps 2022-10-10 00:12:53 +01:00
DepFA
d6a599ef9b
change caption method 2022-10-10 00:07:52 +01:00
DepFA
01fd9cf0d2
change source of step count 2022-10-09 22:17:02 +01:00
DepFA
96f1e6be59
source checkpoint hash from current checkpoint 2022-10-09 22:14:50 +01:00
DepFA
6684610510
correct case on embeddingFromB64 2022-10-09 22:06:42 +01:00
DepFA
d0184b8f76
change json tensor key name 2022-10-09 22:06:12 +01:00