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Update ROADMAP.md
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# Roadmap
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## Functionality
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- [] Fine-tune Medusa heads together with LM head from scratch
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- [] Distill from any model without access to the original training data
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- [] Batched inference
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- [] Fine-grained KV cache management
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- [ ] Fine-tune Medusa heads together with LM head from scratch
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- [ ] Distill from any model without access to the original training data
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- [ ] Batched inference
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- [ ] Fine-grained KV cache management
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## Integration
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### Local Deployment
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- [] [mlc-llm](https://github.com/mlc-ai/mlc-llm)
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- [] [exllama](https://github.com/turboderp/exllama)
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- [] [llama.cpp](https://github.com/ggerganov/llama.cpp)
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- [ ] [mlc-llm](https://github.com/mlc-ai/mlc-llm)
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- [ ] [exllama](https://github.com/turboderp/exllama)
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- [ ] [llama.cpp](https://github.com/ggerganov/llama.cpp)
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### Serving
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- [] [vllm](https://github.com/vllm-project/vllm)
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- [] [TGI](https://github.com/huggingface/text-generation-inference)
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- [] [lightllm](https://github.com/ModelTC/lightllm)
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- [ ] [vllm](https://github.com/vllm-project/vllm)
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- [ ] [TGI](https://github.com/huggingface/text-generation-inference)
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- [ ] [lightllm](https://github.com/ModelTC/lightllm)
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## Research
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- [] Optimize the tree-based attention to reduce additional computation
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- [] Improve the acceptance scheme to generate more diverse sequences
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- [ ] Optimize the tree-based attention to reduce additional computation
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- [ ] Improve the acceptance scheme to generate more diverse sequences

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