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LARGE LANGUAGE MODELS AS OPTIMIZERS

논문 리뷰 - LLM, Instruction Tuning 관련 연구

9 min read · September 19, 2023

2023 · gpt instruction tuning language-model llm paper-review · paper-reviews
SILO LANGUAGE MODELS: ISOLATING LEGAL RISK IN A NONPARAMETRIC DATASTORE

논문 리뷰 - LM, Retrieval, Domain Adaptation 관련 연구

12 min read · September 12, 2023

2023 · domain adaptation language-model llm lm paper-review retrieval · paper-reviews
A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training

논문 리뷰 - Knowledge Distillation 관련 연구

15 min read · September 12, 2023

2023 · alignment attention bert fine-tuning gpt knowledge distillation language-model llm paper-review reasoning · paper-reviews
Code Llama: Open Foundation Models for Code

논문 리뷰 - LLM 관련 연구

11 min read · August 29, 2023

2023 · attention embedding fine-tuning llm paper-review pre-training reasoning · paper-reviews
QLoRA: Eficient Finetuning of Quantized LLMs

논문 리뷰 - LLM, Efficient Training 관련 연구

19 min read · June 29, 2023

2023 · bert efficient training gpt llm neural paper-review reasoning rlhf transformer · paper-reviews