Add examples with Intel optimizations #1579
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@patrickvonplaten @anton-l @patil-suraj please review. Thanks. |
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The documentation is not available anymore as the PR was closed or merged. |
examples/README.md
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| ## Research Projects | ||
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| We also provide **research_projects** examples that can be used to accelerate the training (fine-tuning) and inference. These examples are useful and offer the extended capablities which are complementary to the official examples. You may refer to [research_projects](https://github.com/huggingface/diffusers/tree/main/examples/research_projects) for details. |
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| We also provide **research_projects** examples that can be used to accelerate the training (fine-tuning) and inference. These examples are useful and offer the extended capablities which are complementary to the official examples. You may refer to [research_projects](https://github.com/huggingface/diffusers/tree/main/examples/research_projects) for details. | |
| We also provide **research_projects** examples that are maintained by the community as defined in the respective research project folders. These examples are useful and offer the extended capabilities which are complementary to the official examples. You may refer to [research_projects](https://github.com/huggingface/diffusers/tree/main/examples/research_projects) for details. |
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| import torch | |||
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Could we add a README.md to research_projects/intel_opts?
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Done. Added some initial ones. Please review. Thanks.
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@patrickvonplaten please let me know if you have additional comments. |
Thanks @anton-l. This is on my list to add it later, since BFloat16 support relies on 4th Gen of Intel Xeon Scalable Processor which will be available soon while early preview on AWS. |
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| ## Diffusers examples with Intel optimizations | |||
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| ## Diffusers examples with Intel optimizations | |
| ## Diffusers examples with Intel optimizations | |
| **This research project is not actively maintained by the diffusers team. For any questions or comments, please make sure to tag @hshen14 .** |
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@patrickvonplaten The notes are updated accordingly per your comments. Please check. Thanks. |
* Add examples with Intel optimizations (BF16 fine-tuning and inference) * Remove unused package * Add README for intel_opts and refine the description for research projects * Add notes of intel opts for diffusers
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Per comments from #1499, this PR is to add examples with Intel optimizations for fine-tuning and inference. Bfloat16 fine-tuning is enabled for textual_inversion, while Bfloat16 inference is generally applicable for Stable Diffusion.