Commit Graph

12627 Commits

Author SHA1 Message Date
Mary Hipp
d1f904d41f tsc and lint fix 2024-08-26 20:17:50 -04:00
Mary Hipp
269388c9f4 feat(ui): create new field for t5 encoder models in nodes 2024-08-26 20:17:50 -04:00
Mary Hipp
b8486379ce fix(ui): pass base/type when installing models, add flux formats to MM badges 2024-08-26 20:17:50 -04:00
Mary Hipp
400eb94d3b fix(ui): only exclude flux main models from linear UI dropdown, not model manager list 2024-08-26 20:17:50 -04:00
maryhipp
e210c96485 add FLUX schnell starter models and submodels as dependenices or adhoc download options 2024-08-26 20:17:50 -04:00
maryhipp
5f567f41f4 add case for clip embed models in probe 2024-08-26 20:17:50 -04:00
maryhipp
5fed573a29 update flux_model_loader node to take a T5 encoder from node field instead of hardcoded list, assume all models have been downloaded 2024-08-26 20:17:50 -04:00
Ryan Dick
cfac7c8189 Move requantize.py to the quatnization/ dir. 2024-08-26 20:17:50 -04:00
Ryan Dick
1787de6836 Add docs to the requantize(...) function explaining why it was copied from optimum-quanto. 2024-08-26 20:17:50 -04:00
Ryan Dick
ac96f187bd Remove duplicate log_time(...) function. 2024-08-26 20:17:50 -04:00
Brandon Rising
72398350b4 More flux loader cleanup 2024-08-26 20:17:50 -04:00
Brandon Rising
df9445c351 Various styling and exception type updates 2024-08-26 20:17:50 -04:00
Brandon Rising
87b7a2e39b Switch inheritance class of flux model loaders 2024-08-26 20:17:50 -04:00
Brandon Rising
f7e46622a1 Update doc string for import_local_model and remove access_token since it's only usable for local file paths 2024-08-26 20:17:50 -04:00
Ryan Dick
71f18353a9 Address minor review comments. 2024-08-26 20:17:50 -04:00
Ryan Dick
4228de707b Rename t5Encoder -> t5_encoder. 2024-08-26 20:17:50 -04:00
Mary Hipp
b6a05629ef add default workflow for flux t2i 2024-08-26 20:17:50 -04:00
Mary Hipp
fbaa820643 exclude flux models from main model dropdown 2024-08-26 20:17:50 -04:00
Brandon Rising
db2a2d5e38 Some cleanup of the tags and description of flux nodes 2024-08-26 20:17:50 -04:00
Brandon Rising
8ba6e6b1f8 Add t5 encoders and clip embeds to the model manager 2024-08-26 20:17:50 -04:00
Brandon Rising
57168d719b Fix styling/lint 2024-08-26 20:17:50 -04:00
Brandon Rising
dee6d2c98e Fix support for 8b quantized t5 encoders, update exception messages in flux loaders 2024-08-26 20:17:50 -04:00
Ryan Dick
e49105ece5 Add tqdm progress bar to FLUX denoising. 2024-08-26 20:17:50 -04:00
Ryan Dick
0c5e11f521 Fix FLUX output image clamping. And a few other minor fixes to make inference work with the full bfloat16 FLUX transformer model. 2024-08-26 20:17:50 -04:00
Brandon Rising
a63f842a13 Select dev/schnell based on state dict, use correct max seq len based on dev/schnell, and shift in inference, separate vae flux params into separate config 2024-08-26 20:17:50 -04:00
Brandon Rising
4bd7fda694 Install sub directories with folders correctly, ensure consistent dtype of tensors in flux pipeline and vae 2024-08-26 20:17:50 -04:00
Brandon Rising
81f0886d6f Working inference node with quantized bnb nf4 checkpoint 2024-08-26 20:17:50 -04:00
Brandon Rising
2eb87f3306 Remove unused param on _run_vae_decoding in flux text to image 2024-08-26 20:17:50 -04:00
Brandon Rising
723f3ab0a9 Add nf4 bnb quantized format 2024-08-26 20:17:50 -04:00
Brandon Rising
1bd90e0fd4 Run ruff, setup initial text to image node 2024-08-26 20:17:50 -04:00
Brandon Rising
436f18ff55 Add backend functions and classes for Flux implementation, Update the way flux encoders/tokenizers are loaded for prompt encoding, Update way flux vae is loaded 2024-08-26 20:17:50 -04:00
Brandon Rising
cde9696214 Some UI cleanup, regenerate schema 2024-08-26 20:17:50 -04:00
Brandon Rising
2d9042fb93 Run Ruff 2024-08-26 20:17:50 -04:00
Brandon Rising
9ed53af520 Run Ruff 2024-08-26 20:17:50 -04:00
Brandon Rising
56fda669fd Manage quantization of models within the loader 2024-08-26 20:17:50 -04:00
Brandon Rising
1d8545a76c Remove changes to v1 workflow 2024-08-26 20:17:50 -04:00
Brandon Rising
5f59a828f9 Setup flux model loading in the UI 2024-08-26 20:17:50 -04:00
Ryan Dick
1fa6bddc89 WIP on moving from diffusers to FLUX 2024-08-26 20:17:50 -04:00
Ryan Dick
d3a5ca5247 More improvements for LLM.int8() - not fully tested. 2024-08-26 20:17:50 -04:00
Ryan Dick
f01f56a98e LLM.int8() quantization is working, but still some rough edges to solve. 2024-08-26 20:17:50 -04:00
Ryan Dick
99b0f79784 Clean up NF4 implementation. 2024-08-26 20:17:50 -04:00
Ryan Dick
e1eb104345 NF4 inference working 2024-08-26 20:17:50 -04:00
Ryan Dick
5c2f95ef50 NF4 loading working... I think. 2024-08-26 20:17:50 -04:00
Ryan Dick
b63df9bab9 wip 2024-08-26 20:17:50 -04:00
Ryan Dick
a52c899c6d Split a FluxTextEncoderInvocation out from the FluxTextToImageInvocation. This has the advantage that we benfit from automatic caching when the prompt isn't changed. 2024-08-26 20:17:50 -04:00
Ryan Dick
eeabb7ebe5 Make quantized loading fast for both T5XXL and FLUX transformer. 2024-08-26 20:17:50 -04:00
Ryan Dick
8b1cef978c Make quantized loading fast. 2024-08-26 20:17:50 -04:00
Ryan Dick
152da482cd WIP - experimentation 2024-08-26 20:17:50 -04:00
Ryan Dick
3cf0365a35 Make float16 inference work with FLUX on 24GB GPU. 2024-08-26 20:17:50 -04:00
Ryan Dick
5870742bb9 Add support for 8-bit quantizatino of the FLUX T5XXL text encoder. 2024-08-26 20:17:50 -04:00