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Collections including paper arxiv:2408.16293

"Physics of Language Models" series

Physics of Language Models: Part 1, Context-Free Grammar

Paper • 2305.13673 • Published May 23, 2023 • 7
Physics of Language Models: Part 3.2, Knowledge Manipulation

Paper • 2309.14402 • Published Sep 25, 2023 • 7
Physics of Language Models: Part 3.3, Knowledge Capacity Scaling Laws

Paper • 2404.05405 • Published Apr 8, 2024 • 10
Physics of Language Models: Part 3.1, Knowledge Storage and Extraction

Paper • 2309.14316 • Published Sep 25, 2023 • 8

Papers - Fine-tune - Text - Retry

Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems

Paper • 2408.16293 • Published Aug 29, 2024 • 27

about 21 hours ago

SuperCorrect: Supervising and Correcting Language Models with Error-Driven Insights

Paper • 2410.09008 • Published Oct 11, 2024 • 17
answerdotai/ModernBERT-base

Fill-Mask • 0.1B • Updated Jan 15 • 829k • 964
answerdotai/ModernBERT-large

Fill-Mask • 0.4B • Updated Jan 15 • 83.4k • 435
microsoft/phi-4

Text Generation • 15B • Updated 16 days ago • 479k • 2.2k

SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding

Paper • 2408.15545 • Published Aug 28, 2024 • 38
Controllable Text Generation for Large Language Models: A Survey

Paper • 2408.12599 • Published Aug 22, 2024 • 65
To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published Aug 20, 2024 • 44
Automated Design of Agentic Systems

Paper • 2408.08435 • Published Aug 15, 2024 • 40

Papers I want to read

Papers in my to-read list

RLHF Workflow: From Reward Modeling to Online RLHF

Paper • 2405.07863 • Published May 13, 2024 • 71
Chameleon: Mixed-Modal Early-Fusion Foundation Models

Paper • 2405.09818 • Published May 16, 2024 • 132
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models

Paper • 2405.15574 • Published May 24, 2024 • 55
An Introduction to Vision-Language Modeling

Paper • 2405.17247 • Published May 27, 2024 • 90

Papers - Text - Datasets - Math - Reasoning - iGSM

Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems

Paper • 2408.16293 • Published Aug 29, 2024 • 27

Papers - Text - Training - Retry

Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems

Paper • 2408.16293 • Published Aug 29, 2024 • 27

LLM+Self-Play RL

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 140
Recursive Introspection: Teaching Language Model Agents How to Self-Improve

Paper • 2407.18219 • Published Jul 25, 2024 • 3
Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems

Paper • 2408.16293 • Published Aug 29, 2024 • 27
Selective Self-Rehearsal: A Fine-Tuning Approach to Improve Generalization in Large Language Models

Paper • 2409.04787 • Published Sep 7, 2024 • 1

Papers - Fine-tuning - Math - QA

Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large Language Models -- The Story Goes On

Paper • 2407.08348 • Published Jul 11, 2024 • 52
Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems

Paper • 2408.16293 • Published Aug 29, 2024 • 27

Papers - Fine-tuning - Math

Rho-1: Not All Tokens Are What You Need

Paper • 2404.07965 • Published Apr 11, 2024 • 93
Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems

Paper • 2408.16293 • Published Aug 29, 2024 • 27
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Paper • 2402.03300 • Published Feb 5, 2024 • 137

"Physics of Language Models" series

Physics of Language Models: Part 1, Context-Free Grammar

Paper • 2305.13673 • Published May 23, 2023 • 7
Physics of Language Models: Part 3.2, Knowledge Manipulation

Paper • 2309.14402 • Published Sep 25, 2023 • 7
Physics of Language Models: Part 3.3, Knowledge Capacity Scaling Laws

Paper • 2404.05405 • Published Apr 8, 2024 • 10
Physics of Language Models: Part 3.1, Knowledge Storage and Extraction

Paper • 2309.14316 • Published Sep 25, 2023 • 8

Papers - Text - Datasets - Math - Reasoning - iGSM

Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems

Paper • 2408.16293 • Published Aug 29, 2024 • 27

Papers - Fine-tune - Text - Retry

Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems

Paper • 2408.16293 • Published Aug 29, 2024 • 27

Papers - Text - Training - Retry

Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems

Paper • 2408.16293 • Published Aug 29, 2024 • 27

about 21 hours ago

SuperCorrect: Supervising and Correcting Language Models with Error-Driven Insights

Paper • 2410.09008 • Published Oct 11, 2024 • 17
answerdotai/ModernBERT-base

Fill-Mask • 0.1B • Updated Jan 15 • 829k • 964
answerdotai/ModernBERT-large

Fill-Mask • 0.4B • Updated Jan 15 • 83.4k • 435
microsoft/phi-4

Text Generation • 15B • Updated 16 days ago • 479k • 2.2k

LLM+Self-Play RL

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 140
Recursive Introspection: Teaching Language Model Agents How to Self-Improve

Paper • 2407.18219 • Published Jul 25, 2024 • 3
Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems

Paper • 2408.16293 • Published Aug 29, 2024 • 27
Selective Self-Rehearsal: A Fine-Tuning Approach to Improve Generalization in Large Language Models

Paper • 2409.04787 • Published Sep 7, 2024 • 1

SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding

Paper • 2408.15545 • Published Aug 28, 2024 • 38
Controllable Text Generation for Large Language Models: A Survey

Paper • 2408.12599 • Published Aug 22, 2024 • 65
To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published Aug 20, 2024 • 44
Automated Design of Agentic Systems

Paper • 2408.08435 • Published Aug 15, 2024 • 40

Papers - Fine-tuning - Math - QA

Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large Language Models -- The Story Goes On

Paper • 2407.08348 • Published Jul 11, 2024 • 52
Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems

Paper • 2408.16293 • Published Aug 29, 2024 • 27

Papers I want to read

Papers in my to-read list

RLHF Workflow: From Reward Modeling to Online RLHF

Paper • 2405.07863 • Published May 13, 2024 • 71
Chameleon: Mixed-Modal Early-Fusion Foundation Models

Paper • 2405.09818 • Published May 16, 2024 • 132
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models

Paper • 2405.15574 • Published May 24, 2024 • 55
An Introduction to Vision-Language Modeling

Paper • 2405.17247 • Published May 27, 2024 • 90

Papers - Fine-tuning - Math

Rho-1: Not All Tokens Are What You Need

Paper • 2404.07965 • Published Apr 11, 2024 • 93
Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems

Paper • 2408.16293 • Published Aug 29, 2024 • 27
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Paper • 2402.03300 • Published Feb 5, 2024 • 137

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