Michael Kingston

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upvoted 2 articles 25 days ago

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Better RAG 2: Single-shot is not good enough

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Mar 14

• 10

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Article

Better RAG 1: Advanced Basics

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Mar 14

• 19

upvoted an article 5 months ago

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Article

Goodbye Python, Hello Rust: Building a RAG CLI Application with Orca

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Nov 4, 2023

• 3

upvoted 17 papers about 1 year ago

QLoRA: Efficient Finetuning of Quantized LLMs

Paper • 2305.14314 • Published May 23, 2023 • 46

ChessGPT: Bridging Policy Learning and Language Modeling

Paper • 2306.09200 • Published Jun 15, 2023 • 9

LongNet: Scaling Transformers to 1,000,000,000 Tokens

Paper • 2307.02486 • Published Jul 5, 2023 • 80

Secrets of RLHF in Large Language Models Part I: PPO

Paper • 2307.04964 • Published Jul 11, 2023 • 28

Retentive Network: A Successor to Transformer for Large Language Models

Paper • 2307.08621 • Published Jul 17, 2023 • 170

How is ChatGPT's behavior changing over time?

Paper • 2307.09009 • Published Jul 18, 2023 • 23

Llama 2: Open Foundation and Fine-Tuned Chat Models

Paper • 2307.09288 • Published Jul 18, 2023 • 242

Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback

Paper • 2307.15217 • Published Jul 27, 2023 • 36

ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Paper • 2307.16789 • Published Jul 31, 2023 • 98

Large-Scale Automatic Audiobook Creation

Paper • 2309.03926 • Published Sep 7, 2023 • 54

Agents: An Open-source Framework for Autonomous Language Agents

Paper • 2309.07870 • Published Sep 14, 2023 • 42

Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers

Paper • 2309.08532 • Published Sep 15, 2023 • 53

PDFTriage: Question Answering over Long, Structured Documents

Paper • 2309.08872 • Published Sep 16, 2023 • 53

Q-Transformer: Scalable Offline Reinforcement Learning via Autoregressive Q-Functions

Paper • 2309.10150 • Published Sep 18, 2023 • 24

LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models

Paper • 2309.12307 • Published Sep 21, 2023 • 88

QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models

Paper • 2309.14717 • Published Sep 26, 2023 • 44

LoftQ: LoRA-Fine-Tuning-Aware Quantization for Large Language Models

Paper • 2310.08659 • Published Oct 12, 2023 • 23