model-conversion : add warn about transformers mismatch (#18691)
This commit adds a check comparing the installed transformers library with the transformers version that the original model supports. This check will be performed upon a model verification failure and prints a warning/hint to the user suggesting to install the correct version of the transformers library. The motivation for this change is that it is possible for the model verification to fail due to differences in the transformers library used and it might not be obvious that this could be the cause of the failure. With this warning the correct version can be checked and hopefully save time troubleshooting the cause of the verification failure.
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4 changed files with 63 additions and 10 deletions
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@ -61,7 +61,7 @@ causal-run-converted-model:
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@CONVERTED_MODEL="$(CONVERTED_MODEL)" ./scripts/causal/run-converted-model.sh
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causal-verify-logits: causal-run-original-model causal-run-converted-model
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@./scripts/causal/compare-logits.py
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@MODEL_PATH="$(MODEL_PATH)" ./scripts/causal/compare-logits.py
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@MODEL_PATH="$(MODEL_PATH)" ./scripts/utils/check-nmse.py -m ${MODEL_PATH}
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causal-run-original-embeddings:
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