Commit Graph

7748 Commits

Author SHA1 Message Date
Mary Hipp
ec6981a860 fix(ui): pass base/type when installing models, add flux formats to MM badges 2024-08-21 14:36:44 -04:00
Mary Hipp
d5a55789f9 fix(ui): only exclude flux main models from linear UI dropdown, not model manager list 2024-08-21 14:36:44 -04:00
maryhipp
09d1f75fe9 add FLUX schnell starter models and submodels as dependenices or adhoc download options 2024-08-21 14:27:35 -04:00
maryhipp
c095af65fb add case for clip embed models in probe 2024-08-21 14:27:35 -04:00
maryhipp
2c72295b1c update flux_model_loader node to take a T5 encoder from node field instead of hardcoded list, assume all models have been downloaded 2024-08-21 14:27:34 -04:00
Ryan Dick
e41025ddc7 Move requantize.py to the quatnization/ dir. 2024-08-21 18:21:44 +00:00
Ryan Dick
38c2e7801f Add docs to the requantize(...) function explaining why it was copied from optimum-quanto. 2024-08-21 18:19:47 +00:00
Ryan Dick
d11dc6ddd0 Remove duplicate log_time(...) function. 2024-08-21 18:10:24 +00:00
Brandon Rising
8b0b496c2d More flux loader cleanup 2024-08-21 12:37:25 -04:00
Brandon Rising
ada483f65e Various styling and exception type updates 2024-08-21 11:59:04 -04:00
Brandon Rising
0913d062d8 Switch inheritance class of flux model loaders 2024-08-21 11:30:16 -04:00
Brandon Rising
d4872253a1 Update doc string for import_local_model and remove access_token since it's only usable for local file paths 2024-08-21 11:18:07 -04:00
Ryan Dick
e680cf76f6 Address minor review comments. 2024-08-21 13:45:22 +00:00
Ryan Dick
253b2b1dc6 Rename t5Encoder -> t5_encoder. 2024-08-21 13:27:54 +00:00
Mary Hipp
5edec7f105 add default workflow for flux t2i 2024-08-21 09:11:17 -04:00
Mary Hipp
ae9a1549ae exclude flux models from main model dropdown 2024-08-21 09:11:17 -04:00
Brandon Rising
c819da8859 Some cleanup of the tags and description of flux nodes 2024-08-21 09:11:15 -04:00
Brandon Rising
e19f079cb2 Add t5 encoders and clip embeds to the model manager 2024-08-21 09:10:53 -04:00
Brandon Rising
dd24f83d43 Fix styling/lint 2024-08-21 09:10:22 -04:00
Brandon Rising
da766f5a7e Fix support for 8b quantized t5 encoders, update exception messages in flux loaders 2024-08-21 09:10:22 -04:00
Ryan Dick
120e1cf1e9 Add tqdm progress bar to FLUX denoising. 2024-08-21 09:10:22 -04:00
Ryan Dick
5e2351f3bf Fix FLUX output image clamping. And a few other minor fixes to make inference work with the full bfloat16 FLUX transformer model. 2024-08-21 09:10:22 -04:00
Brandon Rising
d705c3cf0e 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 2024-08-21 09:10:20 -04:00
Brandon Rising
115f350f6f Install sub directories with folders correctly, ensure consistent dtype of tensors in flux pipeline and vae 2024-08-21 09:09:39 -04:00
Brandon Rising
be6cb2c07c Working inference node with quantized bnb nf4 checkpoint 2024-08-21 09:09:39 -04:00
Brandon Rising
4fb5529493 Remove unused param on _run_vae_decoding in flux text to image 2024-08-21 09:09:39 -04:00
Brandon Rising
b43ee0b837 Add nf4 bnb quantized format 2024-08-21 09:09:39 -04:00
Brandon Rising
3312fe8fc4 Run ruff, setup initial text to image node 2024-08-21 09:09:39 -04:00
Brandon Rising
01a2449dae 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 2024-08-21 09:09:37 -04:00
Brandon Rising
cfe9d0ce0a Some UI cleanup, regenerate schema 2024-08-21 09:08:22 -04:00
Brandon Rising
46b6314482 Run Ruff 2024-08-21 09:06:38 -04:00
Brandon Rising
46d5107ff1 Run Ruff 2024-08-21 09:06:38 -04:00
Brandon Rising
6ea1278d22 Manage quantization of models within the loader 2024-08-21 09:06:34 -04:00
Brandon Rising
4556b57382 Remove changes to v1 workflow 2024-08-21 09:04:40 -04:00
Brandon Rising
f425d3aa3c Setup flux model loading in the UI 2024-08-21 09:04:37 -04:00
Ryan Dick
d7a39a4d67 WIP on moving from diffusers to FLUX 2024-08-21 08:59:19 -04:00
Ryan Dick
3e8a550fab More improvements for LLM.int8() - not fully tested. 2024-08-21 08:59:19 -04:00
Ryan Dick
0e96794c6e LLM.int8() quantization is working, but still some rough edges to solve. 2024-08-21 08:59:19 -04:00
Ryan Dick
23a7328a66 Clean up NF4 implementation. 2024-08-21 08:59:19 -04:00
Ryan Dick
c3cf8c3b6b NF4 inference working 2024-08-21 08:59:19 -04:00
Ryan Dick
110d58d107 NF4 loading working... I think. 2024-08-21 08:59:19 -04:00
Ryan Dick
3480e06688 wip 2024-08-21 08:59:19 -04:00
Ryan Dick
3ba60e1656 Split a FluxTextEncoderInvocation out from the FluxTextToImageInvocation. This has the advantage that we benfit from automatic caching when the prompt isn't changed. 2024-08-21 08:59:19 -04:00
Ryan Dick
cdd47b657b Make quantized loading fast for both T5XXL and FLUX transformer. 2024-08-21 08:59:19 -04:00
Ryan Dick
68c712d254 Make quantized loading fast. 2024-08-21 08:59:19 -04:00
Ryan Dick
44d7a74b88 WIP - experimentation 2024-08-21 08:59:19 -04:00
Ryan Dick
e8fb8f4d12 Make float16 inference work with FLUX on 24GB GPU. 2024-08-21 08:59:19 -04:00
Ryan Dick
9381211508 Add support for 8-bit quantizatino of the FLUX T5XXL text encoder. 2024-08-21 08:59:19 -04:00
Ryan Dick
8cce4a40d4 Make 8-bit quantization save/reload work for the FLUX transformer. Reload is still very slow with the current optimum.quanto implementation. 2024-08-21 08:59:19 -04:00
Ryan Dick
4833746698 Minor improvements to FLUX workflow. 2024-08-21 08:59:19 -04:00