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Author SHA1 Message Date
Cédric Deltheil dd87b9706e pick the right class for CLIP text converter 
i.e. CLIPTextModel by default or CLIPTextModelWithProjection for SDXL
so-called text_encoder_2

This silent false positive warnings like:

    Some weights of CLIPTextModelWithProjection were not initialized
    from the model checkpoint [...]
 2024-01-18 11:17:41 +01:00
Pierre Chapuis 7839c54ae8 unet conversion: add option to skip init check 2024-01-16 19:10:59 +01:00
Pierre Chapuis d2f38871fd add a way to specify the subfolder of the unet 
(no subfolder -> pass an empty string)
 2024-01-16 19:10:59 +01:00
Pierre Chapuis 94a918a474 fix invalid default value for --half in help 2024-01-16 19:10:59 +01:00
limiteinductive 2b977bc69e fix broken self-attention guidance with ip-adapter 
The #168 and #177 refactorings caused this regression. A new end-to-end
test has been added for proper coverage.

(This fix will be revisited at some point)
 2024-01-16 17:21:24 +01:00
Cédric Deltheil eafbc8a99a prepare_test_weights: refresh IP-Adapter hashes 2024-01-11 14:47:12 +01:00
limiteinductive c9e973ba41 refactor CrossAttentionAdapter to work with context. 2024-01-08 15:20:23 +01:00
hugojarkoff 00f494efe2 SegmentAnything: add dense mask prompt support 2024-01-05 18:53:25 +01:00
limiteinductive 20c229903f upgrade pyright to 1.1.342 ; improve no_grad typing 2023-12-29 15:09:02 +01:00
limiteinductive 6a1fac876b remove huggingface datasets from default config 2023-12-20 16:58:12 +01:00
Cédric Deltheil f0ea1a2509 prepare_test_weights: add DINOv2 2023-12-18 10:29:28 +01:00
Cédric Deltheil 832f012fe4 convert_dinov2: tweak command-line args 
i.e. mimic the other conversion scripts
 2023-12-18 10:29:28 +01:00
Bryce 5ca1549c96 refactor: convert bash script to python 
Ran successfully to completion. But on a repeat run `convert_unclip` didn't pass the hash check for some reason.

- fix inpainting model download urls
- shows a progress bar for downloads
- skips downloading existing files
- uses a temporary file to prevent partial downloads
- can do a dry run to check if url is valid `DRY_RUN=1 python scripts/prepare_test_weights.py`
- displays the downloaded file hash
 2023-12-15 09:55:59 +01:00
Cédric Deltheil e978b3665d convert_dinov2: ignore pyright errors 
And save converted weights into safetensors instead of pickle
 2023-12-14 17:50:41 +01:00
Laureηt 9337d65e0e
feature: add DINOv2 
Co-authored-by: Benjamin Trom <benjamintrom@gmail.com>
 2023-12-14 17:27:32 +01:00
Cédric Deltheil 792a0fc3d9 run lint rules using latest isort settings 2023-12-11 11:58:43 +01:00
limiteinductive 86c54977b9 replace poetry by rye for python dependency management 
Co-authored-by: Cédric Deltheil <cedric@deltheil.me>
Co-authored-by: Pierre Chapuis <git@catwell.info>
 2023-12-08 17:40:10 +01:00
limiteinductive 807ef5551c refactor fl.Parameter basic layer 
Co-authored-by: Cédric Deltheil <cedric@deltheil.me>
 2023-12-08 10:20:34 +01:00
Benjamin Trom ea44262a39 unnest Residual subchain by modifying its forward 
And replaced the remaining Sum-Identity layers by Residual.

The tolerance used to compare SAM's ViT models has been tweaked: for
some reasons there is a small difference (in float32) in the neck layer
(first conv2D)

Co-authored-by: Cédric Deltheil <cedric@deltheil.me>
 2023-10-19 10:34:51 +02:00
Pierre Chapuis 976b55aea5 add test weights conversion script 2023-10-09 14:18:40 +02:00
Cédric Deltheil 7f7e129bb6 convert autoencoder: add an option for subfolder 2023-09-29 18:54:24 +02:00
Cédric Deltheil 5fc6767a4a add IP-Adapter plus (aka fine-grained features) 2023-09-29 15:23:43 +02:00
Cédric Deltheil 2106c237d9 add T2I-Adapter conversion script 2023-09-25 13:54:26 +02:00
Benjamin Trom 282578ddc0 add Segment Anything (SAM) to foundational models 
Note: dense prompts (i.e. masks) support is still partial (see MaskEncoder)

Co-authored-by: Cédric Deltheil <cedric@deltheil.me>
 2023-09-21 11:44:30 +02:00
Cédric Deltheil eea340c6c4 add support for SDXL IP-Adapter 
This only supports the latest SDXL IP-Adapter release (2023.9.8) which
builds upon the ViT-H/14 CLIP image encoder.
 2023-09-12 18:00:39 +02:00
Pierre Chapuis 7a32699cc6 add ensure_find and ensure_find_parent helpers 2023-09-12 14:19:10 +02:00
Pierre Chapuis 43075f60b0 do not use get_parameter_name in conversion script 2023-09-12 11:58:24 +02:00
Cédric Deltheil 9364c0ea1c converters: get rid of default=True for --half 2023-09-11 21:49:24 +02:00
Cédric Deltheil cc3b20320d make clip text converter support SDXL 
i.e. convert the 2nd text encoder and save the final double text encoder
 2023-09-11 21:49:24 +02:00
Cédric Deltheil e5425e2968 make IP-Adapter generic for SD1 and SDXL 2023-09-08 16:38:01 +02:00
Cédric Deltheil 946e7c2974 add threshold for clip image encoder conversion 2023-09-08 12:00:21 +02:00
Cédric Deltheil c55917e293 add IP-Adapter support for SD 1.5 
Official repo: https://github.com/tencent-ailab/IP-Adapter
 2023-09-06 15:12:48 +02:00
limiteinductive 88efa117bf fix model comparison with custom layers 2023-09-05 12:34:38 +02:00
Cédric Deltheil b933fabf31 unet: get rid of clip_embedding attribute for SD1 
It is implicitly defined by the underlying cross-attention layer. This
also makes it consistent with SDXL.
 2023-09-01 19:23:33 +02:00
Pierre Chapuis d389d11a06 make basic adapters a part of Fluxion 2023-09-01 17:29:48 +02:00
Pierre Chapuis eba0c33001 allow lora_targets to take a list of targets as input 2023-09-01 11:52:39 +02:00
Pierre Chapuis 9cf622a6e2 fix LoRA training script 2023-09-01 10:26:27 +02:00
Doryan Kaced 9f6733de8e Add concepts learning via textual inversion 2023-08-31 16:07:53 +02:00
Pierre Chapuis 0f476ea18b make high-level adapters Adapters 
This generalizes the Adapter abstraction to higher-level
constructs such as high-level LoRA (targeting e.g. the
SD UNet), ControlNet and Reference-Only Control.

Some adapters now work by adapting child models with
"sub-adapters" that they inject / eject when needed.
 2023-08-31 10:57:18 +02:00
Cédric Deltheil 3746d7f622 scripts: add converter for clip image encoder 
Tested with:

    python scripts/conversion/convert_transformers_clip_image_model.py \
      \ --from /path/to/stabilityai/stable-diffusion-2-1-unclip
 2023-08-30 21:50:01 +02:00
Pierre Chapuis 18c84c7b72 shorter import paths 2023-08-29 16:57:40 +02:00
limiteinductive 7ca6bd0ccd implement the ConvertModule class and refactor conversion scripts 2023-08-28 14:39:14 +02:00
limiteinductive 92a21bc21e refactor latent_diffusion module 2023-08-25 12:30:20 +02:00
Pierre Chapuis 2ad26a06b0 fix LoRAs on Self target 2023-08-23 12:13:01 +02:00
Cédric Deltheil 71ddb55a8e infer device and dtype in LoraAdapter 2023-08-22 11:55:39 +02:00
limiteinductive e7c1db50e0 turn CLIPTokenizer into a fl.Module 2023-08-22 00:09:01 +02:00
limiteinductive 9da00e6fcf fix typing for informative drawings convert script 2023-08-17 14:44:45 +02:00
Benjamin Trom 2ee094c18c Update scripts/convert-lora-weights.py 
Co-authored-by: Cédric Deltheil <355031+deltheil@users.noreply.github.com>
 2023-08-17 14:44:45 +02:00
limiteinductive c9fba44f39 fix typing for scripts 2023-08-17 14:44:45 +02:00
Pierre Chapuis 97b162d9a0 add InformativeDrawings 
https://github.com/carolineec/informative-drawings

This is the preprocessor for the Lineart ControlNet.
 2023-08-16 12:29:09 +02:00