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29595ce059
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Switch flux to using its own conditioning field
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2024-08-23 13:50:01 -04:00 |
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5f5f535dc0
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Load and unload clip/t5 encoders and run inference separately in text encoding
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2024-08-23 13:28:05 -04:00 |
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708a4f68da
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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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2024-08-22 18:16:43 +00:00 |
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08633c3f04
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Move prepare_latent_image_patches(...) to sampling.py with all of the related FLUX inference code.
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2024-08-22 17:18:43 +00:00 |
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4eca99574b
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Rename field positive_prompt -> prompt.
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2024-08-22 16:18:33 +00:00 |
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35d8e6a05b
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Tidy is_schnell detection logic.
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2024-08-22 16:03:54 +00:00 |
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afd4913a1b
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Make FLUX get_noise(...) consistent across devices/dtypes.
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2024-08-22 15:56:30 +00:00 |
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6afb1be872
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Mark FLUX nodes as prototypes.
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2024-08-22 15:29:59 +00:00 |
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3d251b4b93
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Run ruff
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2024-08-21 15:37:27 -04:00 |
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fc760d3719
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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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2024-08-21 15:34:47 -04:00 |
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0ce9faae7d
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Fix max_seq_len field description.
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2024-08-21 19:17:39 +00:00 |
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d2cb6889c5
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add better workflow name
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2024-08-21 14:52:23 -04:00 |
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71088623a7
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add better workflow description
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2024-08-21 14:49:05 -04:00 |
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25482c031b
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fix(worker) fix T5 type
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2024-08-21 14:45:46 -04:00 |
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68a917aed5
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update default workflow
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2024-08-21 14:45:46 -04:00 |
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2c72295b1c
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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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2024-08-21 14:27:34 -04:00 |
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ada483f65e
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Various styling and exception type updates
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2024-08-21 11:59:04 -04:00 |
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d4872253a1
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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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2024-08-21 11:18:07 -04:00 |
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e680cf76f6
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Address minor review comments.
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2024-08-21 13:45:22 +00:00 |
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253b2b1dc6
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Rename t5Encoder -> t5_encoder.
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2024-08-21 13:27:54 +00:00 |
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5edec7f105
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add default workflow for flux t2i
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2024-08-21 09:11:17 -04:00 |
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c819da8859
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Some cleanup of the tags and description of flux nodes
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2024-08-21 09:11:15 -04:00 |
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dd24f83d43
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Fix styling/lint
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2024-08-21 09:10:22 -04:00 |
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da766f5a7e
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Fix support for 8b quantized t5 encoders, update exception messages in flux loaders
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2024-08-21 09:10:22 -04:00 |
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5e2351f3bf
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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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2024-08-21 09:10:22 -04:00 |
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d705c3cf0e
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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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2024-08-21 09:10:20 -04:00 |
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115f350f6f
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Install sub directories with folders correctly, ensure consistent dtype of tensors in flux pipeline and vae
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2024-08-21 09:09:39 -04:00 |
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be6cb2c07c
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Working inference node with quantized bnb nf4 checkpoint
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2024-08-21 09:09:39 -04:00 |
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4fb5529493
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Remove unused param on _run_vae_decoding in flux text to image
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2024-08-21 09:09:39 -04:00 |
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b43ee0b837
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Add nf4 bnb quantized format
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2024-08-21 09:09:39 -04:00 |
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3312fe8fc4
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Run ruff, setup initial text to image node
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2024-08-21 09:09:39 -04:00 |
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01a2449dae
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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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2024-08-21 09:09:37 -04:00 |
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cfe9d0ce0a
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Some UI cleanup, regenerate schema
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2024-08-21 09:08:22 -04:00 |
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46b6314482
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Run Ruff
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2024-08-21 09:06:38 -04:00 |
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46d5107ff1
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Run Ruff
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2024-08-21 09:06:38 -04:00 |
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6ea1278d22
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Manage quantization of models within the loader
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2024-08-21 09:06:34 -04:00 |
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f425d3aa3c
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Setup flux model loading in the UI
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2024-08-21 09:04:37 -04:00 |
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d7a39a4d67
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WIP on moving from diffusers to FLUX
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2024-08-21 08:59:19 -04:00 |
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0e96794c6e
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LLM.int8() quantization is working, but still some rough edges to solve.
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2024-08-21 08:59:19 -04:00 |
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23a7328a66
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Clean up NF4 implementation.
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2024-08-21 08:59:19 -04:00 |
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c3cf8c3b6b
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NF4 inference working
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2024-08-21 08:59:19 -04:00 |
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3ba60e1656
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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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2024-08-21 08:59:19 -04:00 |
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cdd47b657b
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Make quantized loading fast for both T5XXL and FLUX transformer.
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2024-08-21 08:59:19 -04:00 |
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e8fb8f4d12
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Make float16 inference work with FLUX on 24GB GPU.
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2024-08-21 08:59:19 -04:00 |
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9381211508
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Add support for 8-bit quantizatino of the FLUX T5XXL text encoder.
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2024-08-21 08:59:19 -04:00 |
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8cce4a40d4
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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.
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2024-08-21 08:59:19 -04:00 |
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4833746698
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Minor improvements to FLUX workflow.
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2024-08-21 08:59:19 -04:00 |
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8b9bf55bba
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Got FLUX schnell working with 8-bit quantization. Still lots of rough edges to clean up.
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2024-08-21 08:59:19 -04:00 |
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7b199fed4f
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Use the FluxPipeline.encode_prompt() api rather than trying to run the two text encoders separately.
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2024-08-21 08:59:18 -04:00 |
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13513465c8
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First draft of FluxTextToImageInvocation.
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2024-08-21 08:59:18 -04:00 |
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