taicheng guo

taicheng

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upvoted a paper about 18 hours ago

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

upvoted a paper 15 days ago

Progressive Multimodal Reasoning via Active Retrieval

upvoted a paper 18 days ago

Are Your LLMs Capable of Stable Reasoning?

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taicheng's activity

upvoted a paper about 18 hours ago

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

Paper • 2501.01257 • Published 4 days ago • 41

upvoted a paper 15 days ago

Progressive Multimodal Reasoning via Active Retrieval

Paper • 2412.14835 • Published 18 days ago • 71

upvoted a paper 18 days ago

Are Your LLMs Capable of Stable Reasoning?

Paper • 2412.13147 • Published 20 days ago • 91

upvoted a paper 27 days ago

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 about 1 month ago

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

Paper • 2411.16489 • Published Nov 25, 2024 • 41

upvoted a collection 3 months ago

Power-LM

Collection

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

upvoted 4 papers 3 months ago

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

Paper • 2403.13372 • Published Mar 20, 2024 • 62

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 4 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 • 23

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

upvoted an article 4 months ago

Article

Preference Tuning LLMs with Direct Preference Optimization Methods

Jan 18, 2024

• 41

upvoted 2 papers 5 months ago

LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Paper • 2408.10188 • Published Aug 19, 2024 • 51

Turbo Sparse: Achieving LLM SOTA Performance with Minimal Activated Parameters

Paper • 2406.05955 • Published Jun 10, 2024 • 22

upvoted a collection 5 months ago

DeepSeekCoder-V2

Collection

6 items • Updated Sep 5, 2024 • 82

upvoted a paper 6 months ago

Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies

Paper • 2407.13623 • Published Jul 18, 2024 • 53