Generate 10 Tokens At Once - Faster LLM INFERENCE - AdaSPEC - Speculative Decoding Improvement скачать в хорошем качестве

Generate 10 Tokens At Once - Faster LLM INFERENCE - AdaSPEC - Speculative Decoding Improvement

arxiv - https://arxiv.org/pdf/2510.19779 Become AI Researcher & Train LLM From Scratch - https://www.skool.com/become-ai-resea... Discord (Open Superintelligence Lab) -   / discord   Novita is giving 50% OFF on GPUs (4090, 5090, H100, B200…), juse select *spot billing*. If you use our affiliate link, Novita will gift compute to our open-source AI project ❤️ - https://novita.ai/?ref=mjqyndm&utm_so... X - https://x.com/VukRosic99 0:00 - Faster LLM Inference 0:12 - Speculative Decoding Explained 1:18 - Ways of Speculative Decoding 2:30 - Importance of Acceptance Rate 2:57 - Flaw in Current Approach 3:55 - The Key Insight 4:11 - Introducing Reference Model 5:14 - Measuring Token Difficulty 6:18 - Training The Draft Model 8:08 - Identifying Token Difficulty 10:30 - How This Works 11:10 - Model Size Gap Matters