taicheng guo

taicheng

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upvoted a collection 14 days ago

🧠 Reasoning Models

upvoted a paper 16 days ago

The Lessons of Developing Process Reward Models in Mathematical Reasoning

upvoted a paper 22 days ago

Search-o1: Agentic Search-Enhanced Large Reasoning Models

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taicheng's activity

upvoted a collection 14 days ago

🧠 Reasoning Models

Collection

9 items • Updated 14 days ago • 37

upvoted a paper 16 days ago

The Lessons of Developing Process Reward Models in Mathematical Reasoning

Paper • 2501.07301 • Published 21 days ago • 89

upvoted 3 papers 22 days ago

Search-o1: Agentic Search-Enhanced Large Reasoning Models

Paper • 2501.05366 • Published 25 days ago • 86

rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

Paper • 2501.04519 • Published 26 days ago • 252

Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though

Paper • 2501.04682 • Published 26 days ago • 90

upvoted a paper 29 days ago

CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings

Paper • 2501.01257 • Published Jan 2 • 48

upvoted a paper about 1 month ago

Progressive Multimodal Reasoning via Active Retrieval

Paper • 2412.14835 • Published Dec 19, 2024 • 73

upvoted 2 papers about 2 months ago

Are Your LLMs Capable of Stable Reasoning?

Paper • 2412.13147 • Published Dec 17, 2024 • 91

What indeed can GPT models do in chemistry? A comprehensive benchmark on eight tasks

Paper • 2305.18365 • Published May 27, 2023 • 4

upvoted a paper 2 months ago

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Paper • 2411.16489 • Published Nov 25, 2024 • 42

upvoted a collection 4 months ago

Power-LM

Collection

Dense & MoE LLMs trained with power learning rate scheduler. • 4 items • Updated Oct 17, 2024 • 15

upvoted 4 papers 4 months ago

LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models

Paper • 2403.13372 • Published Mar 20, 2024 • 64

MURI: High-Quality Instruction Tuning Datasets for Low-Resource Languages via Reverse Instructions

Paper • 2409.12958 • Published Sep 19, 2024 • 8

GRIN: GRadient-INformed MoE

Paper • 2409.12136 • Published Sep 18, 2024 • 16

Programming Every Example: Lifting Pre-training Data Quality like Experts at Scale

Paper • 2409.17115 • Published Sep 25, 2024 • 61

upvoted 5 papers 5 months ago

Scaling Smart: Accelerating Large Language Model Pre-training with Small Model Initialization

Paper • 2409.12903 • Published Sep 19, 2024 • 22

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 136

Power Scheduler: A Batch Size and Token Number Agnostic Learning Rate Scheduler

Paper • 2408.13359 • Published Aug 23, 2024 • 24

Alignment Studio: Aligning Large Language Models to Particular Contextual Regulations

Paper • 2403.09704 • Published Mar 8, 2024 • 31

OLMoE: Open Mixture-of-Experts Language Models

Paper • 2409.02060 • Published Sep 3, 2024 • 78