Fix typo in README.md (#1033)
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@ -35,13 +35,13 @@ vLLM is fast with:
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vLLM is flexible and easy to use with:
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vLLM is flexible and easy to use with:
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- Seamless integration with popular HuggingFace models
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- Seamless integration with popular Hugging Face models
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- High-throughput serving with various decoding algorithms, including *parallel sampling*, *beam search*, and more
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- High-throughput serving with various decoding algorithms, including *parallel sampling*, *beam search*, and more
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- Tensor parallelism support for distributed inference
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- Tensor parallelism support for distributed inference
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- Streaming outputs
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- Streaming outputs
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- OpenAI-compatible API server
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- OpenAI-compatible API server
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vLLM seamlessly supports many Huggingface models, including the following architectures:
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vLLM seamlessly supports many Hugging Face models, including the following architectures:
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- Aquila (`BAAI/Aquila-7B`, `BAAI/AquilaChat-7B`, etc.)
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- Aquila (`BAAI/Aquila-7B`, `BAAI/AquilaChat-7B`, etc.)
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- Baichuan (`baichuan-inc/Baichuan-7B`, `baichuan-inc/Baichuan-13B-Chat`, etc.)
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- Baichuan (`baichuan-inc/Baichuan-7B`, `baichuan-inc/Baichuan-13B-Chat`, etc.)
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@ -72,7 +72,7 @@ Visit our [documentation](https://vllm.readthedocs.io/en/latest/) to get started
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## Performance
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## Performance
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vLLM outperforms HuggingFace Transformers (HF) by up to 24x and Text Generation Inference (TGI) by up to 3.5x, in terms of throughput.
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vLLM outperforms Hugging Face Transformers (HF) by up to 24x and Text Generation Inference (TGI) by up to 3.5x, in terms of throughput.
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For details, check out our [blog post](https://vllm.ai).
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For details, check out our [blog post](https://vllm.ai).
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<p align="center">
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<p align="center">
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