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Junlin Zhou

jlzhou

edwardzjl

AI & ML interests

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Recent Activity

upvoted a paper 5 days ago

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

upvoted a paper 6 days ago

Better & Faster Large Language Models via Multi-token Prediction

upvoted a paper 6 days ago

Training Large Language Models to Reason in a Continuous Latent Space

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Articles

Distributed SFT with trl and DeepSpeed Part 1: Starting Locally

8 days ago

• 1

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jlzhou's activity

upvoted a paper 5 days ago

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

Paper • 2501.04519 • Published 22 days ago • 249

upvoted 3 papers 6 days ago

upvoted an article 8 days ago

Article

Fine-tune Llama 3 with ORPO

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Apr 22, 2024

• 233

upvoted an article 9 days ago

Article

Efficient LLM Pretraining: Packed Sequences and Masked Attention

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Oct 7, 2024

• 14

upvoted an article 10 days ago

Article

The Large Language Model Course

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14 days ago

• 83

upvoted 2 articles 15 days ago

Article

LLM Comparison/Test: Llama 3 Instruct 70B + 8B HF/GGUF/EXL2 (20 versions tested and compared!)

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Apr 24, 2024

• 61

Article

Let's talk about LLM evaluation

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May 23, 2024

• 148

upvoted an article 16 days ago

Article

Efficient Deep Learning: A Comprehensive Overview of Optimization Techniques 👐 📚

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Aug 26, 2024

• 48

upvoted a paper 24 days ago

2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining

Paper • 2501.00958 • Published 29 days ago • 99

upvoted a paper 29 days ago

Executable Code Actions Elicit Better LLM Agents

Paper • 2402.01030 • Published Feb 1, 2024 • 45

upvoted a paper about 1 month ago

YuLan-Mini: An Open Data-efficient Language Model

Paper • 2412.17743 • Published Dec 23, 2024 • 64

upvoted a collection about 2 months ago

LLM Reasoning Papers

Collection

Papers to improve reasoning capabilities of LLMs • 20 items • Updated 15 days ago • 108

upvoted an article about 2 months ago

Article

wHy DoNt YoU jUsT uSe ThE lLaMa ToKeNiZeR??

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Sep 27, 2024

• 38

upvoted 5 papers 7 months ago

Foundational Autoraters: Taming Large Language Models for Better Automatic Evaluation

Paper • 2407.10817 • Published Jul 15, 2024 • 14

SpreadsheetLLM: Encoding Spreadsheets for Large Language Models

Paper • 2407.09025 • Published Jul 12, 2024 • 132

Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems

Paper • 2407.01370 • Published Jul 1, 2024 • 86

LiveBench: A Challenging, Contamination-Free LLM Benchmark

Paper • 2406.19314 • Published Jun 27, 2024 • 23

Adam-mini: Use Fewer Learning Rates To Gain More

Paper • 2406.16793 • Published Jun 24, 2024 • 68