[Doc] Add the release note for 0.7.3rc1 (#285)
Add the release note for 0.7.3rc1 Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
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# Feature Support
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| Feature | Supported | Note |
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|---------|-----------|------|
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| Chunked Prefill | ✗ | Plan in 2025 Q1 |
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| Automatic Prefix Caching | ✅ | Improve performance in 2025 Q2 |
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| LoRA | ✗ | Plan in 2025 Q1 |
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| Prompt adapter | ✗ | Plan in 2025 Q1 |
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| Speculative decoding | ✗ | Plan in 2025 Q1 |
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| Pooling | ✅ | |
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| Enc-dec | ✗ | Plan in 2025 Q2 |
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| Multi Modality | ✅ (LLaVA/Qwen2-vl/Qwen2-audio/internVL)| Add more model support in 2025 Q1 |
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| LogProbs | ✅ ||
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| Prompt logProbs | ✅ ||
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| Async output | ✅ ||
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| Multi step scheduler | ✗ | Plan in 2025 Q1 |
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| Best of | ✅ ||
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| Beam search | ✅ ||
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| Guided Decoding | ✅ | Find more details at the [<u>issue</u>](https://github.com/vllm-project/vllm-ascend/issues/177) |
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| Tensor Parallel | ✅ | Only "mp" supported now |
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| Pipeline Parallel | ✅ | Only "mp" supported now |
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| Feature | Supported | CI Coverage | Guidance Document | Current Status | Next Step |
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|--------------------------|-----------|-------------|-------------------|---------------------------|--------------------|
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| Chunked Prefill | ❌ | | | NA | Plan in 2025.03.30 |
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| Automatic Prefix Caching | ❌ | | | NA | Plan in 2025.03.30 |
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| LoRA | ❌ | | | NA | Plan in 2025.06.30 |
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| Prompt adapter | ❌ | | | NA | Plan in 2025.06.30 |
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| Speculative decoding | ✅ | | | Basic functions available | Need fully test |
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| Pooling | ✅ | | | Basic functions available(Bert) | Need fully test and add more models support|
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| Enc-dec | ❌ | | | NA | Plan in 2025.06.30|
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| Multi Modality | ✅ | | ✅ | Basic functions available(LLaVA/Qwen2-vl/Qwen2-audio/internVL)| Improve perforamance, and add more models support |
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| LogProbs | ✅ | | | Basic functions available | Need fully test |
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| Prompt logProbs | ✅ | | | Basic functions available | Need fully test |
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| Async output | ✅ | | | Basic functions available | Need fully test |
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| Multi step scheduler | ✅ | | | Basic functions available | Need fully test |
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| Best of | ✅ | | | Basic functions available | Need fully test |
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| Beam search | ✅ | | | Basic functions available | Need fully test |
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| Guided Decoding | ✅ | | | Basic functions available | Find more details at the [<u>issue</u>](https://github.com/vllm-project/vllm-ascend/issues/177) |
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| Tensor Parallel | ✅ | | | Basic functions available | Need fully test |
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| Pipeline Parallel | ✅ | | | Basic functions available | Need fully test |
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