[Proxy]: Adding support for exporting proxy Model #620
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Signed-off-by: Abukhoyer Shaik <abukhoye@qti.qualcomm.com>
abukhoy
requested review from
ochougul,
quic-amitraj,
quic-hemagnih and
quic-rishinr
as code owners
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Thanks @abukhoy |
Signed-off-by: Abukhoyer Shaik <abukhoye@qti.qualcomm.com>
Contributor
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@ochougul @quic-rishinr can you guys pls review this?? |
# Support for Diffusers Architecture in Efficient Transformers ## Overview This pull request introduces **Diffusers architecture support** to the **Efficient Transformers** framework, enabling seamless integration of diffusion models. ## Key Highlights 1. **Support of model [black-forest-labs/FLUX1-schnell](https://huggingface.co/black-forest-labs/FLUX.1-schnell)** 2. **Flexible Configuration** - Supports JSON-based configuration files for easy compilation and execution. 3. **Performance Benchmarking** - Implements a performance matrix for Diffusers models to enable benchmarking for each modules. 4. **Testing Framework** - Includes initial test scripts for Diffusers (In progress). 5. **Support of onnx subfunction graph using flag use_onnx_function** 6. **Support parallel compilation of modules using flag `parallel_compile`** --------- Signed-off-by: Amit Raj <amitraj@qti.qualcomm.com> Signed-off-by: Amit Raj <amitraj@qti.qualcommm.com> Signed-off-by: tv-karthikeya <vtirumal@qti.qualcomm.com> Signed-off-by: vtirumal <vtirumal@qti.qualcomm.com> Co-authored-by: tv-karthikeya <vtirumal@qti.qualcomm.com> Co-authored-by: Amit Raj <amitraj@qti.qualcommm.com> Co-authored-by: Karthikeya <venkatakarthikeya01@gmail.com>
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This feature adds support for exporting a proxy model, which disables the Embedding Layer and LM Head of a causal model.
Set
enable_proxy = Trueto export the proxy model.Set
write_io = Trueto save input/output files during the generation stage.Refer to the example script for implementation details.
Testing
Will update soon.