Charles Koutcheme PRO

koutch

https://koutche.me

AI & ML interests

Source code modelling using large language models

Recent Activity

upvoted a paper 4 days ago

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

upvoted an article 9 days ago

Open R1: How to use OlympicCoder locally for coding?

upvoted a paper 11 days ago

DAPO: An Open-Source LLM Reinforcement Learning System at Scale

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koutch's activity

upvoted a paper 4 days ago

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Paper • 2503.16419 • Published 10 days ago • 65

upvoted an article 9 days ago

Article

Open R1: How to use OlympicCoder locally for coding?

11 days ago

• 52

upvoted a paper 11 days ago

DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Paper • 2503.14476 • Published 12 days ago • 110

upvoted a paper 3 months ago

Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment

Paper • 2408.06266 • Published Aug 12, 2024 • 10

upvoted a paper 6 months ago

Differential Transformer

Paper • 2410.05258 • Published Oct 7, 2024 • 176

upvoted a collection 10 months ago

Qwen2

Collection

Qwen2 language models, including pretrained and instruction-tuned models of 5 sizes, including 0.5B, 1.5B, 7B, 57B-A14B, and 72B. • 39 items • Updated Nov 28, 2024 • 360

upvoted a paper 11 months ago

Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models

Paper • 2404.18796 • Published Apr 29, 2024 • 70

upvoted a paper 12 months ago

ReFT: Representation Finetuning for Language Models

Paper • 2404.03592 • Published Apr 4, 2024 • 96

upvoted 3 papers about 1 year ago

OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset

Paper • 2402.10176 • Published Feb 15, 2024 • 37

Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models

Paper • 2402.13064 • Published Feb 20, 2024 • 48

RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture

Paper • 2401.08406 • Published Jan 16, 2024 • 37

upvoted 4 papers over 1 year ago