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+{"paper_url": "https://huggingface.co/papers/2406.17404", "comment": "This is an automated message from the [Librarian Bot](https://huggingface.co/librarian-bots). I found the following papers similar to this paper. \n\nThe following papers were recommended by the Semantic Scholar API \n\n* [S2D: Sorted Speculative Decoding For More Efficient Deployment of Nested Large Language Models](https://huggingface.co/papers/2407.01955) (2024)\n* [OPT-Tree: Speculative Decoding with Adaptive Draft Tree Structure](https://huggingface.co/papers/2406.17276) (2024)\n* [Speculative Decoding via Early-exiting for Faster LLM Inference with Thompson Sampling Control Mechanism](https://huggingface.co/papers/2406.03853) (2024)\n* [Hardware-Aware Parallel Prompt Decoding for Memory-Efficient Acceleration of LLM Inference](https://huggingface.co/papers/2405.18628) (2024)\n* [Adaptive Draft-Verification for Efficient Large Language Model Decoding](https://huggingface.co/papers/2407.12021) (2024)\n\n\n Please give a thumbs up to this comment if you found it helpful!\n\n If you want recommendations for any Paper on Hugging Face checkout [this](https://huggingface.co/spaces/librarian-bots/recommend_similar_papers) Space\n\n You can directly ask Librarian Bot for paper recommendations by tagging it in a comment: `@librarian-bot recommend`"}