[Doc] fix docs (#1949)
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@@ -36,17 +36,17 @@ The core features include:
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:caption: Frontend Tutorial
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:caption: Frontend Tutorial
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frontend/frontend.md
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frontend/frontend.md
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frontend/choices_methods.md
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.. toctree::
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.. toctree::
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:maxdepth: 1
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:maxdepth: 1
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:caption: References
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:caption: References
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references/supported_models.md
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references/sampling_params.md
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references/sampling_params.md
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references/hyperparameter_tuning.md
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references/hyperparameter_tuning.md
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references/supported_models.md
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references/benchmark_and_profiling.md
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references/benchmark_and_profiling.md
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references/choices_methods.md
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references/custom_chat_template.md
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references/custom_chat_template.md
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references/contributor_guide.md
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references/contributor_guide.md
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references/troubleshooting.md
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references/troubleshooting.md
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@@ -26,9 +26,9 @@ Data parallelism is better for throughput. When there is enough GPU memory, alwa
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### Avoid out-of-memory by Tuning `--chunked-prefill-size`, `--mem-fraction-static`, `--max-running-requests`
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### Avoid out-of-memory by Tuning `--chunked-prefill-size`, `--mem-fraction-static`, `--max-running-requests`
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If you see out of memory (OOM) errors, you can try to tune the following parameters.
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If you see out of memory (OOM) errors, you can try to tune the following parameters.
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If OOM happens during prefill, try to decrease `--chunked-prefill-size` to `4096` or `2048`.
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- If OOM happens during prefill, try to decrease `--chunked-prefill-size` to `4096` or `2048`.
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If OOM happens during decoding, try to decrease `--max-running-requests`.
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- If OOM happens during decoding, try to decrease `--max-running-requests`.
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You can also try to decrease `--mem-fraction-static`, which reduces the memory usage of the KV cache memory pool and helps both prefill and decoding.
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- You can also try to decrease `--mem-fraction-static`, which reduces the memory usage of the KV cache memory pool and helps both prefill and decoding.
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### Try Advanced Options
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### Try Advanced Options
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- To enable the experimental overlapped scheduler, add `--enable-overlap-scheduler`. It overlaps CPU scheduler with GPU computation and can accelerate almost all workloads. This does not work for constrained decoding currenly.
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- To enable the experimental overlapped scheduler, add `--enable-overlap-scheduler`. It overlaps CPU scheduler with GPU computation and can accelerate almost all workloads. This does not work for constrained decoding currenly.
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@@ -4,9 +4,9 @@ This page lists some common errors and tips for fixing them.
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## CUDA out of memory
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## CUDA out of memory
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If you see out of memory (OOM) errors, you can try to tune the following parameters.
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If you see out of memory (OOM) errors, you can try to tune the following parameters.
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If OOM happens during prefill, try to decrease `--chunked-prefill-size` to `4096` or `2048`.
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- If OOM happens during prefill, try to decrease `--chunked-prefill-size` to `4096` or `2048`.
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If OOM happens during decoding, try to decrease `--max-running-requests`.
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- If OOM happens during decoding, try to decrease `--max-running-requests`.
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You can also try to decrease `--mem-fraction-static`, which reduces the memory usage of the KV cache memory pool and helps both prefill and decoding.
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- You can also try to decrease `--mem-fraction-static`, which reduces the memory usage of the KV cache memory pool and helps both prefill and decoding.
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## CUDA error: an illegal memory access was encountered
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## CUDA error: an illegal memory access was encountered
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This error may be due to kernel errors or out-of-memory issues.
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This error may be due to kernel errors or out-of-memory issues.
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