Silver and GitHub
6c62ca0b6b
fix: error when embedding is loaded with models using llama_template ( #14744 )
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2026-07-04 17:06:09 +08:00
Jukka Seppänen and GitHub
404d7b9978
feat: Support Qwen3.5 text generation models ( #12771 )
2026-03-25 22:48:28 -04:00
comfyanonymous and GitHub
f6b869d7d3
fp16 intermediates doen't work for some text enc models. ( #13056 )
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2026-03-18 19:42:28 -04:00
comfyanonymous and GitHub
56ff88f951
Fix regression. ( #13053 )
2026-03-18 18:35:25 -04:00
comfyanonymous and GitHub
dcd659590f
Make more intermediate values follow the intermediate dtype. ( #13051 )
2026-03-18 18:14:18 -04:00
comfyanonymous and GitHub
5f2117528a
Force min length 1 when tokenizing for text generation. ( #12538 )
2026-02-19 22:57:44 -05:00
comfyanonymous and GitHub
0301ccf745
Small cleanup and try to get qwen 3 work with the text gen. ( #12537 )
2026-02-19 22:42:28 -05:00
Jukka Seppänen and GitHub
6d11cc7354
feat: Add basic text generation support with native models, initially supporting Gemma3 ( #12392 )
2026-02-18 20:49:43 -05:00
comfyanonymous and GitHub
831351a29e
Support generating attention masks for left padded text encoders. ( #12454 )
2026-02-13 20:15:23 -05:00
comfyanonymous and GitHub
3c1a1a2df8
Basic support for the ace step 1.5 model. ( #12237 )
2026-02-03 00:06:18 -05:00
rattus and GitHub
f8acd9c402
Reduce RAM usage, fix VRAM OOMs, and fix Windows shared memory spilling with adaptive model loading ( #11845 )
2026-02-01 01:01:11 -05:00
comfyanonymous and GitHub
2129e7d278
Fix mistral 3 tokenizer code failing on latest transformers version and other breakage. ( #12095 )
...
* Fix mistral 3 tokenizer code failing on latest transformers version.
* Add requests to the requirements
2026-01-26 11:39:00 -05:00
comfyanonymous and GitHub
3ab9748903
Disable prompt weights on newbie te. ( #11434 )
2025-12-20 00:19:47 -05:00
comfyanonymous and GitHub
43071e3de3
Make old scaled fp8 format use the new mixed quant ops system. ( #11000 )
2025-12-05 14:35:42 -05:00
comfyanonymous and GitHub
ea17add3c6
Fix case where text encoders where running on the CPU instead of GPU. ( #11095 )
2025-12-03 23:15:15 -05:00
comfyanonymous and GitHub
d196a905bb
Lower vram usage for flux 2 text encoder. ( #10887 )
2025-11-25 14:58:39 -05:00
comfyanonymous and GitHub
25022e0b09
Cleanup and fix issues with text encoder quants. ( #10872 )
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2025-11-25 01:48:53 -05:00
comfyanonymous and GitHub
bd01d9f7fd
Add left padding support to tokenizers. ( #10753 )
2025-11-15 06:54:40 -05:00
comfyanonymous and GitHub
5a8f502db5
Disable prompt weights for qwen. ( #9438 )
2025-08-20 01:08:11 -04:00
comfyanonymous and GitHub
4977f203fa
P2 of qwen edit model. ( #9412 )
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* P2 of qwen edit model.
* Typo.
* Fix normal qwen.
* Fix.
* Make the TextEncodeQwenImageEdit also set the ref latent.
If you don't want it to set the ref latent and want to use the
ReferenceLatent node with your custom latent instead just disconnect the
VAE.
2025-08-18 22:38:34 -04:00
comfyanonymous and GitHub
ec70ed6aea
Omnigen2 model implementation. ( #8669 )
2025-06-25 19:35:57 -04:00
comfyanonymous and GitHub
e1c6dc720e
Allow setting min_length with tokenizer_data. ( #8547 )
2025-06-16 13:43:52 -04:00
comfyanonymous and GitHub
23e39f2ba7
Add a T5TokenizerOptions node to set options for the T5 tokenizer. ( #7803 )
2025-04-25 19:36:00 -04:00
comfyanonymous
3e8155f7a3
More flexible long clip support.
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Add clip g long clip support.
Text encoder refactor.
Support llama models with different vocab sizes.
2025-04-15 10:32:21 -04:00
comfyanonymous
dfa36e6855
Fix some things breaking when embeddings fail to apply.
2025-03-06 13:31:55 -05:00
comfyanonymous
0bef826a98
Support llava clip vision model.
2025-03-06 00:24:43 -05:00
comfyanonymous
85ef295069
Make applying embeddings more efficient.
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Adding new tokens no longer makes a whole copy of the embeddings weight
which can be massive on certain models.
2025-03-05 17:34:38 -05:00
comfyanonymous
65042f7d39
Make it easier to set a custom template for hunyuan video.
2025-03-04 09:26:05 -05:00
comfyanonymous
e5ea112a90
Support Lumina 2 model.
2025-02-04 04:16:30 -05:00
comfyanonymous
cba58fff0b
Remove unsafe embedding load for very old pytorch.
2025-01-15 04:32:23 -05:00
Chenlei Hu and GitHub
d7969cb070
Replace print with logging ( #6138 )
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* Replace print with logging
* nit
* nit
* nit
* nit
* nit
* nit
2024-12-20 16:24:55 -05:00
City and GitHub
bddb02660c
Add PixArt model support ( #6055 )
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* PixArt initial version
* PixArt Diffusers convert logic
* pos_emb and interpolation logic
* Reduce duplicate code
* Formatting
* Use optimized attention
* Edit empty token logic
* Basic PixArt LoRA support
* Fix aspect ratio logic
* PixArtAlpha text encode with conds
* Use same detection key logic for PixArt diffusers
2024-12-20 15:25:00 -05:00
comfyanonymous
ca457f7ba1
Properly tokenize the template for hunyuan video.
2024-12-17 16:22:02 -05:00
comfyanonymous
bda1482a27
Basic Hunyuan Video model support.
2024-12-16 19:35:40 -05:00
Chenlei Hu and GitHub
d9d7f3c619
Lint all unused variables ( #5989 )
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* Enable F841
* Autofix
* Remove all unused variable assignment
2024-12-12 17:59:16 -05:00
comfyanonymous
44db978531
Fix a few things in text enc code for models with no eos token.
2024-12-10 23:07:26 -05:00
comfyanonymous
1c8d11e48a
Support different types of tokenizers.
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Support tokenizers without an eos token.
Pass full sentences to tokenizer for more efficient tokenizing.
2024-12-10 15:03:39 -05:00
comfyanonymous
83ca891118
Support scaled fp8 t5xxl model.
2024-10-20 22:27:00 -04:00
comfyanonymous
0bedfb26af
Revert "Fix Transformers FutureWarning ( #5140 )"
...
This reverts commit 95b7cf9bbe
2024-10-16 12:36:19 -04:00
svdc and GitHub
95b7cf9bbe
Fix Transformers FutureWarning ( #5140 )
...
* Update sd1_clip.py
Fix Transformers FutureWarning
* Update sd1_clip.py
Fix comment
2024-10-14 20:12:20 -04:00
comfyanonymous
7ae6626723
Remove useless argument.
2024-10-12 07:16:21 -04:00
comfyanonymous
e813abbb2c
Long CLIP L support for SDXL, SD3 and Flux.
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Use the *CLIPLoader nodes.
2024-09-15 07:59:38 -04:00
comfyanonymous
83dbac28eb
Properly set if clip text pooled projection instead of using hack.
2024-08-20 10:46:36 -04:00
comfyanonymous
fca42836f2
Add model_options for text encoder.
2024-08-17 11:17:20 -04:00
comfyanonymous
e1c528196e
Fix bundled embed.
2024-08-07 13:30:45 -04:00
comfyanonymous
1c08bf35b4
Support format for embeddings bundled in loras.
2024-08-07 03:45:25 -04:00
comfyanonymous
2c038ccef0
Lower CLIP memory usage by a bit.
2024-07-31 01:32:35 -04:00
comfyanonymous
82cae45d44
Fix potential issue with non clip text embeddings.
2024-07-30 14:41:13 -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
