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wejoncy committed Nov 27, 2024
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Expand Up @@ -65,7 +65,7 @@ Olive generates models and adapters in ONNX format. These models and adapters ca

Note: this operations requires a system with an NVIDIA GPU, with CUDA installed

Use the `olive fine-tune` command: https://microsoft.github.io/Olive/features/cli.html#finetune
Use the `olive fine-tune` command: https://microsoft.github.io/Olive/how-to/cli/cli-finetune.html

Here is an example usage of the command:

Expand All @@ -75,12 +75,12 @@ Olive generates models and adapters in ONNX format. These models and adapters ca

2. Optionally, quantize your model

Use the `olive quantize` command: https://microsoft.github.io/Olive/features/cli.html#quantize
Use the `olive quantize` command: https://microsoft.github.io/Olive/how-to/cli/cli-quantize.html


3. Generate the ONNX model and adapter using the quantized model

Use the `olive auto-opt` command for this step: https://microsoft.github.io/Olive/features/cli.html#auto-opt
Use the `olive auto-opt` command for this step: https://microsoft.github.io/Olive/how-to/cli/cli-auto-opt.html

The `--adapter path` can either be a HuggingFace adapter reference, or a path to the adapter you fine-tuned above.

Expand Down Expand Up @@ -162,4 +162,4 @@ python app.py -m <model folder> -a <.onnx_adapter files> -t <prompt template> -s
## References

* [Python API docs](../api/python.md#adapter-class)
* [Olive CLI docs](https://microsoft.github.io/Olive/features/cli.html)
* [Olive CLI docs](https://microsoft.github.io/Olive/how-to/index.html)

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