comfyanonymous
4ba7fa0244
Refactor: Move sd2_clip.py to text_encoders folder.
2024-07-28 01:19:20 -04:00
comfyanonymous
cf4418b806
Don't treat Bert model like CLIP.
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Bert can accept up to 512 tokens so any prompt with more than 77 should
just be passed to it as is instead of splitting it up like CLIP.
2024-07-26 13:08:12 -04:00
comfyanonymous
8328a2d8cd
Let hunyuan dit work with all prompt lengths.
2024-07-26 12:11:32 -04:00
comfyanonymous
afe732bef9
Hunyuan dit can now accept longer prompts.
2024-07-26 11:52:58 -04:00
comfyanonymous
a9ac56fc0d
Own BertModel implementation that works with lowvram.
2024-07-26 04:47:17 -04:00
comfyanonymous
25b51b1a8b
Hunyuan DiT lora support.
2024-07-25 22:42:54 -04:00
comfyanonymous
a5f4292f9f
Basic hunyuan dit implementation. ( #4102 )
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* Let tokenizers return weights to be stored in the saved checkpoint.
* Basic hunyuan dit implementation.
* Fix some resolutions not working.
* Support hydit checkpoint save.
* Init with right dtype.
* Switch to optimized attention in pooler.
* Fix black images on hunyuan dit.
2024-07-25 18:21:08 -04:00
comfyanonymous
f87810cd3e
Let tokenizers return weights to be stored in the saved checkpoint.
2024-07-25 10:52:09 -04:00
comfyanonymous
10c919f4c7
Make it possible to load tokenizer data from checkpoints.
2024-07-24 16:43:53 -04:00
comfyanonymous
10b43ceea5
Remove duplicate code.
2024-07-24 01:12:59 -04:00
comfyanonymous
0a4c49c57c
Support MT5.
2024-07-23 15:35:28 -04:00
comfyanonymous
88ed893034
Allow SPieceTokenizer to load model from a byte string.
2024-07-23 14:17:42 -04:00
comfyanonymous
334ba48cea
More generic unet prefix detection code.
2024-07-23 14:13:32 -04:00
comfyanonymous
14764aa2e2
Rename LLAMATokenizer to SPieceTokenizer.
2024-07-22 12:21:45 -04:00
comfyanonymous
b2c995f623
"auto" type is only relevant to the SetUnionControlNetType node.
2024-07-22 11:30:38 -04:00
Chenlei Hu
4151fbfa8a
Add error message on union controlnet ( #4081 )
2024-07-22 11:27:32 -04:00
comfyanonymous
95fa9545f1
Only append zero to noise schedule if last sigma isn't zero.
2024-07-20 12:37:30 -04:00
comfyanonymous
6ab8cad22e
Implement beta sampling scheduler.
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It is based on: https://arxiv.org/abs/2407.12173
Add "beta" to the list of schedulers and the BetaSamplingScheduler node.
2024-07-19 18:05:09 -04:00
喵哩个咪
855789403b
support clip-vit-large-patch14-336 ( #4042 )
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* support clip-vit-large-patch14-336
* support clip-vit-large-patch14-336
2024-07-17 13:12:50 -04:00
comfyanonymous
6f7869f365
Get clip vision image size from config.
2024-07-17 13:05:38 -04:00
comfyanonymous
281ad42df4
Fix lowvram union controlnet bug.
2024-07-17 10:16:31 -04:00
Thomas Ward
c5a48b15bd
Make default hash lib configurable without code changes via CLI argument ( #3947 )
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* cli_args: Add --duplicate-check-hash-function.
* server.py: compare_image_hash configurable hash function
Uses an argument added in cli_args to specify the type of hashing to default to for duplicate hash checking. Uses an `eval()` to identify the specific hashlib class to utilize, but ultimately safely operates because we have specific options and only those options/choices in the arg parser. So we don't have any unsafe input there.
* Add hasher() to node_helpers
* hashlib selection moved to node_helpers
* default-hashing-function instead of dupe checking hasher
This makes a default-hashing-function option instead of previous selected option.
* Use args.default_hashing_function
* Use safer handling for node_helpers.hasher()
Uses a safer handling method than `eval` to evaluate default hashing function.
* Stray parentheses are evil.
* Indentation fix.
Somehow when I hit save I didn't notice I missed a space to make indentation work proper. Oops!
2024-07-16 18:27:09 -04:00
comfyanonymous
8270c62530
Add SetUnionControlNetType to set the type of the union controlnet model.
2024-07-16 17:04:53 -04:00
comfyanonymous
821f93872e
Allow model sampling to set number of timesteps.
2024-07-16 15:18:40 -04:00
Chenlei Hu
99458e8aca
Add `FrontendManager` to manage non-default front-end impl ( #3897 )
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* Add frontend manager
* Add tests
* nit
* Add unit test to github CI
* Fix path
* nit
* ignore
* Add logging
* Install test deps
* Remove 'stable' keyword support
* Update test
* Add web-root arg
* Rename web-root to front-end-root
* Add test on non-exist version number
* Use repo owner/name to replace hard coded provider list
* Inline cmd args
* nit
* Fix unit test
2024-07-16 11:26:11 -04:00
comfyanonymous
1305fb294c
Refactor: Move some code to the comfy/text_encoders folder.
2024-07-15 17:36:24 -04:00
comfyanonymous
7914c47d5a
Quick fix for the promax controlnet.
2024-07-14 10:07:36 -04:00
comfyanonymous
a3dffc447a
Support AuraFlow Lora and loading model weights in diffusers format.
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You can load model weights in diffusers format using the UNETLoader node.
2024-07-13 13:51:40 -04:00
comfyanonymous
29c2e26724
Better tokenizing code for AuraFlow.
2024-07-12 01:15:25 -04:00
comfyanonymous
8e012043a9
Add a ModelSamplingAuraFlow node to change the shift value.
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Set the default AuraFlow shift value to 1.73 (sqrt(3)).
2024-07-11 17:57:36 -04:00
comfyanonymous
9f291d75b3
AuraFlow model implementation.
2024-07-11 16:52:26 -04:00
comfyanonymous
f45157e3ac
Fix error message never being shown.
2024-07-11 11:46:51 -04:00
comfyanonymous
5e1fced639
Cleaner support for loading different diffusion model types.
2024-07-11 11:37:31 -04:00
comfyanonymous
ffe0bb0a33
Remove useless code.
2024-07-10 20:33:12 -04:00
comfyanonymous
391c1046cf
More flexibility with text encoder return values.
...
Text encoders can now return other values to the CONDITIONING than the cond
and pooled output.
2024-07-10 20:06:50 -04:00
comfyanonymous
e44fa5667f
Support returning text encoder attention masks.
2024-07-10 19:31:22 -04:00
Extraltodeus
f1a01c2c7e
Add sampler_pre_cfg_function ( #3979 )
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* Update samplers.py
* Update model_patcher.py
2024-07-09 16:20:49 -04:00
comfyanonymous
ade7aa1b0c
Remove useless import.
2024-07-09 11:05:05 -04:00
comfyanonymous
faa57430b0
Controlnet union model basic implementation.
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This is only the model code itself, it currently defaults to an empty
embedding [0] * 6 which seems to work better than treating it like a
regular controlnet.
TODO: Add nodes to select the image type.
2024-07-08 23:49:02 -04:00
comfyanonymous
bb663bcd6c
Rename clip_t5base to t5base for stable audio text encoder.
2024-07-08 08:53:55 -04:00
comfyanonymous
2dc84d1444
Add a way to set the timestep multiplier in the flow sampling.
2024-07-06 04:06:03 -04:00
comfyanonymous
ff63893d10
Support other types of T5 models.
2024-07-06 02:42:53 -04:00
comfyanonymous
4040491149
Better T5xxl detection.
2024-07-06 00:53:33 -04:00
comfyanonymous
b8e58a9394
Cleanup T5 code a bit.
2024-07-06 00:36:49 -04:00
comfyanonymous
80c4590998
Allow specifying the padding token for the tokenizer.
2024-07-06 00:06:49 -04:00
comfyanonymous
ce649d61c0
Allow zeroing out of embeds with unused attention mask.
2024-07-05 23:48:17 -04:00
comfyanonymous
739b76630e
Remove useless code.
2024-07-04 15:14:13 -04:00
comfyanonymous
d7484ef30c
Support loading checkpoints with the UNETLoader node.
2024-07-03 11:34:32 -04:00
comfyanonymous
537f35c7bc
Don't update dict if contiguous.
2024-07-02 20:21:51 -04:00
Alex "mcmonkey" Goodwin
3f46362d22
fix non-contiguous tensor saving (from channels-last) ( #3932 )
2024-07-02 20:16:33 -04:00