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Export ONNX models with named inputs/outputs, samples #4
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natuan
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spacemanidol
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bfineran
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KSGulin
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* Export ONNX models with named inputs/outputs, samples * Ensure passing BERT inputs in order of forward to ONNX export
bfineran
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* inital commit * update * update conversion checkpoint * update conversion script * nits * some fixes * nits * merge * fix permute * nits * fix * nits * nits * nits * fix rope * fix both rope * nites * style * make sure flax works * fix flax init code * fix foward * nits * print flax generation out * current code * nits * SIIIIIIIIIIIIIIIIIII * update * add new tokenizer * correct fast tokenizer * fix conversion * more comments * fix modeling and conversion * nits and nits * nits testing * add some tokenization tests * add some edge cases * add slow tests and fix them * fixup * fix copies for modeling * fix copies * add 7B slow tests * fix * fix * fix tests * make tokenizer cis go green * styling * last tokenizer nits * update jax tests * fix flax for 7b * add jit testing 🤗 * cleanups * isolated nit, inv_freq for rotary_emb.inv_freq * propagate to jax * Apply suggestions from code review Co-authored-by: Sanchit Gandhi <[email protected]> * adjust test * fix conversion script * change name * correct file names * update conversion script * Fix bos and eos token ids in the model configuration (#3) * update modelling * update conversion script * add static cache for gemma * fix sdpa generate * fix batched * multiple fixes * fix FA2 * final fix * Rename a few missing strings and filenames (#4) * merge with upstream main * fix copies * fix copies * fix fixup * fix fixup * fix * fix * final tests * fix fx gemma tests * fix fx bf16/fp16 tests * update slow fx tests * fx slow tests: one logits, one generation * move jit test standalone * Apply suggestions from code review * nits * tokenizer updates * more tokenization updates: custom GemmaSentencepieceExtrator * style * Update src/transformers/cache_utils.py * Update src/transformers/models/gemma/__init__.py * Update tests/models/gemma/test_modeling_flax_gemma.py * small nits * style * update tokenization test * fix the rotary embedding * with style * fix slow tests * WARNING this commit might be very important for precisions * Update tests/models/gemma/test_modeling_flax_gemma.py * Update src/transformers/models/gemma/configuration_gemma.py Co-authored-by: Lysandre Debut <[email protected]> * Update src/transformers/models/gemma/modeling_flax_gemma.py Co-authored-by: Lysandre Debut <[email protected]> * small nits here and there! * forgotten nit * remove on the fly computation of inv_freq * revert previous change, let's be safe and for now re-compute freq cis to make sure it's in float * Apply suggestions from code review Co-authored-by: Pedro Cuenca <[email protected]> * Update src/transformers/models/gemma/convert_gemma_weights_to_hf.py Co-authored-by: Pedro Cuenca <[email protected]> * Update src/transformers/models/gemma/convert_gemma_weights_to_hf.py Co-authored-by: Pedro Cuenca <[email protected]> * Update tests/models/gemma/test_modeling_gemma.py Co-authored-by: Pedro Cuenca <[email protected]> * Update tests/models/gemma/test_modeling_gemma.py Co-authored-by: Pedro Cuenca <[email protected]> * Update tests/models/gemma/test_modeling_gemma.py Co-authored-by: Pedro Cuenca <[email protected]> * Update tests/models/gemma/test_modeling_flax_gemma.py Co-authored-by: Pedro Cuenca <[email protected]> * Update tests/models/gemma/test_modeling_gemma.py Co-authored-by: Pedro Cuenca <[email protected]> * Update tests/models/gemma/test_modeling_gemma.py Co-authored-by: Pedro Cuenca <[email protected]> * Update tests/models/gemma/test_tokenization_gemma.py Co-authored-by: Pedro Cuenca <[email protected]> * Update tests/models/gemma/test_tokenization_gemma.py Co-authored-by: Pedro Cuenca <[email protected]> * Update tests/models/gemma/test_tokenization_gemma.py Co-authored-by: Pedro Cuenca <[email protected]> * Update tests/models/gemma/test_tokenization_gemma.py Co-authored-by: Pedro Cuenca <[email protected]> * Update tests/models/gemma/test_modeling_gemma.py Co-authored-by: Pedro Cuenca <[email protected]> * Update tests/models/gemma/test_modeling_gemma.py Co-authored-by: Pedro Cuenca <[email protected]> * Update tests/models/gemma/test_modeling_gemma.py Co-authored-by: Pedro Cuenca <[email protected]> * Update tests/models/gemma/test_modeling_gemma.py Co-authored-by: Pedro Cuenca <[email protected]> * Update tests/models/gemma/test_modeling_gemma.py Co-authored-by: Pedro Cuenca <[email protected]> * nit conversion script link * fix some tests * add not doctest and pr doctest * repo consistency * fix last CIs 🚀 * update all readmes --------- Co-authored-by: younesbelkada <[email protected]> Co-authored-by: Sanchit Gandhi <[email protected]> Co-authored-by: Pedro Cuenca <[email protected]> Co-authored-by: Younes Belkada <[email protected]> Co-authored-by: sanchit-gandhi <[email protected]> Co-authored-by: Lysandre Debut <[email protected]>
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This allows for exporting BERT ONNX models with proper names of inputs/outputs ("attention_mask", "start_logits" etc instead of "input_0", "output_0" etc), plus sample inputs and outputs (as required by the model zoo).