KNOWLEDGE NOTES

Knowledge Notes

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350knowledge notes
AI Engineering / Large language model learning

LLM Interviews / Complete Special Topic on Fine-Tuning and Reinforcement Learning

15 special-topic PDFs for the fine-tuning / RLHF / PEFT / continued pre-training section in LLM interviews. Covering LLM fine-tuning interview questions + PEFT (Parameter-Efficient Fine-Tuning) + Adapter-tuning + LoRA series + QLoRA + PEFT library + continued pre-training + continued pre-training sample concatenation + LoRA secondary pre-training + evaluation interview questions + reinforcement learning interview questions + RLHF and its variants + PPO + NLP applications of reinforcement learning + training set interview questions + LLM-generated SFT data + GPU memory optimization + inference interview questions + Prompting section

Model Fine-TuningRLHFLoRAEnglish edition