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@@ -124,7 +124,7 @@ model = KeyValueCacheInjector(model_path=os.path.dirname(input_file)).apply(mode
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  onnx.save(model, output_file)
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  print(f"Modified model saved to: {output_file}")
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  ```
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- Follow the instructions on our [One Shot With SparseML](https://github.com/neuralmagic/sparseml/tree/main/src/sparseml/transformers/sparsification/obcq) guide for step-by-step instructions for performing one-shot quantization of large language models.
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  ## Slack
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  For further support, and discussions on these models and AI in general, join [Neural Magic's Slack Community](https://join.slack.com/t/discuss-neuralmagic/shared_invite/zt-q1a1cnvo-YBoICSIw3L1dmQpjBeDurQ)
 
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  onnx.save(model, output_file)
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  print(f"Modified model saved to: {output_file}")
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  ```
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+ Follow the instructions on our [One Shot With SparseML](https://github.com/neuralmagic/sparseml/tree/main/src/sparseml/transformers/sparsification/obcq) page for a step-by-step guide for performing one-shot quantization of large language models.
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  ## Slack
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  For further support, and discussions on these models and AI in general, join [Neural Magic's Slack Community](https://join.slack.com/t/discuss-neuralmagic/shared_invite/zt-q1a1cnvo-YBoICSIw3L1dmQpjBeDurQ)