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23 Commits

Author SHA1 Message Date
comfyanonymous
c881a1d689 Support the siglip 2 naflex model as a clip vision model. (#11831) 
Not useful yet.
 2026-01-12 17:05:54 -05:00
comfyanonymous
d622a61874 Refactor: move clip_preprocess to comfy.clip_model (#11586) 2025-12-31 17:38:36 -05:00
comfyanonymous
3412d53b1d USO style reference. (#9677) 
Load the projector.safetensors file with the ModelPatchLoader node and use
the siglip_vision_patch14_384.safetensors "clip vision" model and the
USOStyleReferenceNode.
 2025-09-02 15:36:22 -04:00
comfyanonymous
4977f203fa P2 of qwen edit model. (#9412) 
* 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
0bef826a98 Support llava clip vision model. 2025-03-06 00:24:43 -05:00
comfyanonymous
85ef295069 Make applying embeddings more efficient. 
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
d9f0fcdb0c Cleanup. 2025-02-11 17:17:03 -05:00
HishamC
b124256817 Fix for running via DirectML (#6542) 
* Fix for running via DirectML

Fix DirectML empty image generation issue with Flux1. add CPU fallback for unsupported path. Verified the model works on AMD GPUs

* fix formating

* update casual mask calculation
 2025-02-11 17:11:32 -05:00
comfyanonymous
44e19a28d3 Use maximum negative value instead of -inf for masks in text encoders. 
This is probably more correct.
 2025-02-02 09:46:00 -05:00
comfyanonymous
8f0009aad0 Support new flux model variants. 2024-11-21 08:38:23 -05:00
comfyanonymous
d1a6bd6845 Support loading long clipl model with the CLIP loader node. 2024-08-20 10:46:36 -04:00
comfyanonymous
83dbac28eb Properly set if clip text pooled projection instead of using hack. 2024-08-20 10:46:36 -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
c2cb8e889b Always return unprojected pooled output for gligen. 2024-02-25 07:33:13 -05:00
comfyanonymous
1cb3f6a83b Move text projection into the CLIP model code. 
Fix issue with not loading the SSD1B clip correctly.
 2024-02-25 01:41:08 -05:00
comfyanonymous
3b9969c1c5 Properly fix attention masks in CLIP with batches. 2024-02-17 12:13:13 -05:00
comfyanonymous
6c875d846b Fix clip attention mask issues on some hardware. 2024-02-17 07:53:52 -05:00
comfyanonymous
c6951548cf Update optimized_attention_for_device function for new functions that 
support masked attention.
 2024-01-07 13:52:08 -05:00
comfyanonymous
c782144433 Fix clip vision lowvram mode not working. 2023-12-27 13:50:57 -05:00
comfyanonymous
174eba8e95 Use own clip vision model implementation. 2023-12-09 11:56:31 -05:00
comfyanonymous
efb704c758 Support attention masking in CLIP implementation. 2023-12-07 02:51:02 -05:00
comfyanonymous
fbdb14d4c4 Cleaner CLIP text encoder implementation. 
Use a simple CLIP model implementation instead of the one from
transformers.

This will allow some interesting things that would too hackish to implement
using the transformers implementation.
 2023-12-06 23:50:03 -05:00