Brandon Rising
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6764dcfdaa
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Load and unload clip/t5 encoders and run inference separately in text encoding
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2024-08-26 20:17:50 -04:00 |
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Ryan Dick
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a0bf20bcee
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Run FLUX VAE decoding in the user's preferred dtype rather than float32. Tested, and seems to work well at float16.
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2024-08-26 20:17:50 -04:00 |
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Ryan Dick
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14ab339b33
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Move prepare_latent_image_patches(...) to sampling.py with all of the related FLUX inference code.
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2024-08-26 20:17:50 -04:00 |
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Ryan Dick
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25c91efbb6
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Rename field positive_prompt -> prompt.
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2024-08-26 20:17:50 -04:00 |
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Ryan Dick
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d7c22b3bf7
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Tidy is_schnell detection logic.
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2024-08-26 20:17:50 -04:00 |
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Ryan Dick
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185f2a395f
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Make FLUX get_noise(...) consistent across devices/dtypes.
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2024-08-26 20:17:50 -04:00 |
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Ryan Dick
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0c5649491e
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Mark FLUX nodes as prototypes.
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2024-08-26 20:17:50 -04:00 |
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Brandon Rising
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c27d59baf7
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Run ruff
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2024-08-26 20:17:50 -04:00 |
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Brandon Rising
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f130ddec7c
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Remove automatic install of models during flux model loader, remove no longer used import function on context
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2024-08-26 20:17:50 -04:00 |
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Ryan Dick
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a0a259eef1
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Fix max_seq_len field description.
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2024-08-26 20:17:50 -04:00 |
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maryhipp
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fd68a2475b
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add better workflow name
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2024-08-26 20:17:50 -04:00 |
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maryhipp
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28ff7ba830
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add better workflow description
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2024-08-26 20:17:50 -04:00 |
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maryhipp
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5d0b248fdb
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fix(worker) fix T5 type
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2024-08-26 20:17:50 -04:00 |
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maryhipp
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01a4e0f6ef
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update default workflow
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2024-08-26 20:17:50 -04:00 |
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maryhipp
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5fed573a29
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update flux_model_loader node to take a T5 encoder from node field instead of hardcoded list, assume all models have been downloaded
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2024-08-26 20:17:50 -04:00 |
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Brandon Rising
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df9445c351
|
Various styling and exception type updates
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2024-08-26 20:17:50 -04:00 |
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Brandon Rising
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f7e46622a1
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Update doc string for import_local_model and remove access_token since it's only usable for local file paths
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2024-08-26 20:17:50 -04:00 |
|
Ryan Dick
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71f18353a9
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Address minor review comments.
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2024-08-26 20:17:50 -04:00 |
|
Ryan Dick
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4228de707b
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Rename t5Encoder -> t5_encoder.
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2024-08-26 20:17:50 -04:00 |
|
Mary Hipp
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b6a05629ef
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add default workflow for flux t2i
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2024-08-26 20:17:50 -04:00 |
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Brandon Rising
|
db2a2d5e38
|
Some cleanup of the tags and description of flux nodes
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2024-08-26 20:17:50 -04:00 |
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Brandon Rising
|
57168d719b
|
Fix styling/lint
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2024-08-26 20:17:50 -04:00 |
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Brandon Rising
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dee6d2c98e
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Fix support for 8b quantized t5 encoders, update exception messages in flux loaders
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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.
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2024-08-26 20:17:50 -04:00 |
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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
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2024-08-26 20:17:50 -04:00 |
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Brandon Rising
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4bd7fda694
|
Install sub directories with folders correctly, ensure consistent dtype of tensors in flux pipeline and vae
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2024-08-26 20:17:50 -04:00 |
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Brandon Rising
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81f0886d6f
|
Working inference node with quantized bnb nf4 checkpoint
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2024-08-26 20:17:50 -04:00 |
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Brandon Rising
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2eb87f3306
|
Remove unused param on _run_vae_decoding in flux text to image
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2024-08-26 20:17:50 -04:00 |
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Brandon Rising
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723f3ab0a9
|
Add nf4 bnb quantized format
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2024-08-26 20:17:50 -04:00 |
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Brandon Rising
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1bd90e0fd4
|
Run ruff, setup initial text to image node
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2024-08-26 20:17:50 -04:00 |
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Brandon Rising
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436f18ff55
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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
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2024-08-26 20:17:50 -04:00 |
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Brandon Rising
|
cde9696214
|
Some UI cleanup, regenerate schema
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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
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2024-08-26 20:17:50 -04:00 |
|
Brandon Rising
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5f59a828f9
|
Setup flux model loading in the UI
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2024-08-26 20:17:50 -04:00 |
|
Ryan Dick
|
1fa6bddc89
|
WIP on moving from diffusers to FLUX
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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
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99b0f79784
|
Clean up NF4 implementation.
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2024-08-26 20:17:50 -04:00 |
|
Ryan Dick
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e1eb104345
|
NF4 inference working
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2024-08-26 20:17:50 -04:00 |
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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.
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2024-08-26 20:17:50 -04:00 |
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Ryan Dick
|
eeabb7ebe5
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Make quantized loading fast for both T5XXL and FLUX transformer.
|
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
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Add support for 8-bit quantizatino of the FLUX T5XXL text encoder.
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2024-08-26 20:17:50 -04:00 |
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Ryan Dick
|
01d8c62c57
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Make 8-bit quantization save/reload work for the FLUX transformer. Reload is still very slow with the current optimum.quanto implementation.
|
2024-08-26 20:17:50 -04:00 |
|
Ryan Dick
|
55a242b2d6
|
Minor improvements to FLUX workflow.
|
2024-08-26 20:17:50 -04:00 |
|
Ryan Dick
|
45263b339f
|
Got FLUX schnell working with 8-bit quantization. Still lots of rough edges to clean up.
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2024-08-26 20:17:50 -04:00 |
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Ryan Dick
|
3319491861
|
Use the FluxPipeline.encode_prompt() api rather than trying to run the two text encoders separately.
|
2024-08-26 20:17:50 -04:00 |
|
Ryan Dick
|
b39031ea53
|
First draft of FluxTextToImageInvocation.
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2024-08-26 20:17:50 -04:00 |
|
Mary Hipp
|
3e7923d072
|
fix(api): allow updating of type for style preset
|
2024-08-19 16:12:39 -04:00 |
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