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19 lines
879 B
Markdown
19 lines
879 B
Markdown
---
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title: Generative AI (Preview)
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description: Run generative models with ONNX Runtime GenAI
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has_children: true
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nav_order: 6
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---
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# Generative AI with ONNX Runtime
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_Note: this API is in preview and is subject to change._
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Run generative AI models with ONNX Runtime. Source code: (https://github.com/microsoft/onnxruntime-genai)
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This library provides the generative AI loop for ONNX models, including inference with ONNX Runtime, logits processing, search and sampling, and KV cache management.
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Users can call a high level `generate()` method, or run each iteration of the model in a loop, generating one token at a time, and optionally updating generation parameters inside the loop.
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It has support for greedy/beam search and TopP, TopK sampling to generate token sequences and built-in logits processing like repetition penalties. You can also easily add custom scoring.
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