Commit Graph

27 Commits

Author SHA1 Message Date
comfyanonymous 6f7869f365 Get clip vision image size from config. 2024-07-17 13:05:38 -04:00
comfyanonymous 65397ce601 Replace prints with logging and add --verbose argument. 2024-03-10 12:14:23 -04:00
comfyanonymous 4871a36458 Cleanup some unused imports. 2024-01-21 21:51:22 -05:00
comfyanonymous d76a04b6ea Add unfinished ImageOnlyCheckpointSave node to save a SVD checkpoint.
This node is unfinished, SVD checkpoints saved with this node will
work with ComfyUI but not with anything else.
2024-01-17 19:46:21 -05:00
comfyanonymous e45d920ae3 Don't resize clip vision image when the size is already good. 2023-12-16 03:06:10 -05:00
comfyanonymous 13e6d5366e Switch clip vision to manual cast.
Make it use the same dtype as the text encoder.
2023-12-16 02:47:26 -05:00
comfyanonymous 719fa0866f Set clip vision model in eval mode so it works without inference mode. 2023-12-15 18:53:08 -05:00
comfyanonymous 77755ab8db Refactor comfy.ops
comfy.ops -> comfy.ops.disable_weight_init

This should make it more clear what they actually do.

Some unused code has also been removed.
2023-12-11 23:27:13 -05:00
comfyanonymous 174eba8e95 Use own clip vision model implementation. 2023-12-09 11:56:31 -05:00
comfyanonymous 9ac0b487ac Make --gpu-only put intermediate values in GPU memory instead of cpu. 2023-12-08 02:35:45 -05:00
comfyanonymous 723847f6b3 Faster clip image processing. 2023-10-26 01:53:01 -04:00
comfyanonymous 430a8334c5 Fix some potential issues. 2023-10-18 19:48:36 -04:00
comfyanonymous ed58730658 Don't leave very large hidden states in the clip vision output. 2023-09-12 15:09:10 -04:00
comfyanonymous e85be36bd2 Add a penultimate_hidden_states to the clip vision output. 2023-09-08 14:06:58 -04:00
comfyanonymous 4e89b2c25a Put clip vision outputs on the CPU. 2023-08-28 16:26:11 -04:00
comfyanonymous a094b45c93 Load clipvision model to GPU for faster performance. 2023-08-28 15:29:27 -04:00
comfyanonymous 76d53c4622 Add support for clip g vision model to CLIPVisionLoader. 2023-08-18 11:13:29 -04:00
comfyanonymous 58f0c616ed Fix clip vision issue with old transformers versions. 2023-08-16 11:36:22 -04:00
comfyanonymous ae270f79bc Fix potential issue with batch size and clip vision. 2023-08-16 11:05:11 -04:00
comfyanonymous 9cc12c833d CLIPVisionEncode can now encode multiple images. 2023-08-14 16:54:05 -04:00
comfyanonymous 9e37f4c7d5 Fix error with ClipVision loader node. 2023-06-23 01:08:05 -04:00
comfyanonymous f87ec10a97 Support base SDXL and SDXL refiner models.
Large refactor of the model detection and loading code.
2023-06-22 13:03:50 -04:00
comfyanonymous cd930d4e7f pop clip vision keys after loading them. 2023-06-18 21:21:17 -04:00
comfyanonymous bb1f45d6e8 Properly disable weight initialization in clip models. 2023-06-14 20:13:08 -04:00
comfyanonymous fa2cca056c Don't initialize CLIPVision weights to default values. 2023-06-14 12:57:02 -04:00
comfyanonymous 92eca60ec9 Fix for new transformers version. 2023-04-09 15:55:21 -04:00
comfyanonymous 809bcc8ceb Add support for unCLIP SD2.x models.
See _for_testing/unclip in the UI for the new nodes.

unCLIPCheckpointLoader is used to load them.

unCLIPConditioning is used to add the image cond and takes as input a
CLIPVisionEncode output which has been moved to the conditioning section.
2023-04-01 23:19:15 -04:00