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要理解 LLM,必须读的论文顺序: 1. Attention Is All You Need(Transformers) 2. GPT-2(Scaling + Zero-shot) 3. Scaling Laws(Kaplan, 2020) 4. GPT-3(Few-shot) 5. Chinchilla(Data Needed) 6. InstructGPT(RLHF) 7. LoRA(Fine-Tuning w/o Broken) 8. FlashAttention(Fast) 9. Chain-of-Thought(Reasoning) 10. DPO(RLHF w/o Pain)
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