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Collections including paper arxiv:2402.10200

Efficient Tool Use with Chain-of-Abstraction Reasoning

Paper • 2401.17464 • Published Jan 30 • 16
Transforming and Combining Rewards for Aligning Large Language Models

Paper • 2402.00742 • Published Feb 1 • 11
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Paper • 2402.03300 • Published Feb 5 • 67
Specialized Language Models with Cheap Inference from Limited Domain Data

Paper • 2402.01093 • Published Feb 2 • 45

Symbolic LLM Reasoning

CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution

Paper • 2401.03065 • Published Jan 5 • 10
DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Paper • 2401.14196 • Published Jan 25 • 46
WaveCoder: Widespread And Versatile Enhanced Instruction Tuning with Refined Data Generation

Paper • 2312.14187 • Published Dec 20, 2023 • 49
On the Effectiveness of Large Language Models in Domain-Specific Code Generation

Paper • 2312.01639 • Published Dec 4, 2023 • 1

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18 • 142
Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Paper • 2305.18290 • Published May 29, 2023 • 45
OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1 • 79
OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models

Paper • 2402.01739 • Published Jan 29 • 26

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18 • 142
ReFT: Reasoning with Reinforced Fine-Tuning

Paper • 2401.08967 • Published Jan 17 • 27
Tuning Language Models by Proxy

Paper • 2401.08565 • Published Jan 16 • 20
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10 • 64

llm-paper-reading

LLM in a flash: Efficient Large Language Model Inference with Limited Memory

Paper • 2312.11514 • Published Dec 12, 2023 • 257
Magicoder: Source Code Is All You Need

Paper • 2312.02120 • Published Dec 4, 2023 • 79
Mixtral of Experts

Paper • 2401.04088 • Published Jan 8 • 157
Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15 • 98

TinyLlama: An Open-Source Small Language Model

Paper • 2401.02385 • Published Jan 4 • 89
MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24 • 44
SliceGPT: Compress Large Language Models by Deleting Rows and Columns

Paper • 2401.15024 • Published Jan 26 • 67
Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling

Paper • 2401.16380 • Published Jan 29 • 46

LLaMA Pro: Progressive LLaMA with Block Expansion

Paper • 2401.02415 • Published Jan 4 • 53
Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15 • 98
BitDelta: Your Fine-Tune May Only Be Worth One Bit

Paper • 2402.10193 • Published Feb 15 • 17
Generative Representational Instruction Tuning

Paper • 2402.09906 • Published Feb 15 • 51

TinyGSM: achieving >80% on GSM8k with small language models

Paper • 2312.09241 • Published Dec 14, 2023 • 36
Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15 • 98

Candidate papers to read in the H4 journal club

The Goldilocks of Pragmatic Understanding: Fine-Tuning Strategy Matters for Implicature Resolution by LLMs

Paper • 2210.14986 • Published Oct 26, 2022 • 4
Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Paper • 2311.10702 • Published Nov 17, 2023 • 18
Large Language Models as Optimizers

Paper • 2309.03409 • Published Sep 7, 2023 • 75
From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting

Paper • 2309.04269 • Published Sep 8, 2023 • 32

VideoBooth: Diffusion-based Video Generation with Image Prompts

Paper • 2312.00777 • Published Dec 1, 2023 • 20
MotionCtrl: A Unified and Flexible Motion Controller for Video Generation

Paper • 2312.03641 • Published Dec 6, 2023 • 20
GenTron: Delving Deep into Diffusion Transformers for Image and Video Generation

Paper • 2312.04557 • Published Dec 7, 2023 • 12
DreamVideo: Composing Your Dream Videos with Customized Subject and Motion

Paper • 2312.04433 • Published Dec 7, 2023 • 9

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