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Write README and front page of doc #147

Merged
merged 63 commits into from
Jun 18, 2023
Merged

Write README and front page of doc #147

merged 63 commits into from
Jun 18, 2023

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WoosukKwon
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@WoosukKwon WoosukKwon commented Jun 11, 2023

Closes #124

@WoosukKwon WoosukKwon changed the title [WIP] Add README [WIP] Write README and front page of doc Jun 11, 2023
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@WoosukKwon
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@zhuohan123 PTAL.

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LGTM! Left some comments on sentence phrasing and formatting.

```bash
python test_cli_client.py
```
- State-of-the-art performance in serving throughput
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Suggested change
- State-of-the-art performance in serving throughput
- State-of-the-art serving throughput

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python test_cli_client.py
```
- State-of-the-art performance in serving throughput
- Efficient management of cached attention keys and values with **PagedAttention**
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- Efficient management of cached attention keys and values with **PagedAttention**
- Efficient management of cached attention keys and values memory with **PagedAttention**

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I think "memory" here is redundant and a bit confusing as we already said they are "cached".

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Fixed to Efficient management of attention key and value memory with **PagedAttention**

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- Efficient support for various decoding algorithms such as parallel sampling and beam search
- Tensor parallelism support for multi-GPU inference
- Streaming outputs
- OpenAI-compatible API
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Ditto on comments in README.

@WoosukKwon WoosukKwon merged commit dcda03b into main Jun 18, 2023
@WoosukKwon WoosukKwon deleted the readme branch June 18, 2023 10:21
hongxiayang pushed a commit to hongxiayang/vllm that referenced this pull request Feb 13, 2024
sjchoi1 pushed a commit to casys-kaist-internal/vllm that referenced this pull request May 7, 2024
Xaenalt pushed a commit to Xaenalt/vllm that referenced this pull request Aug 15, 2024
* Log more HPU memory metrics during vLLM startup

* Overhaul memory management in HPUGraph capture

* fix percentage in decode buckets
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Write README
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