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Collections including paper arxiv:2411.04905

AI Paper of the Day

A collection of papers that I think are interesting, one added each day

Can Large Language Models Understand Context?

Paper • 2402.00858 • Published Feb 1, 2024 • 23
OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1, 2024 • 85
Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 151
SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity

Paper • 2401.17072 • Published Jan 30, 2024 • 25

OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models

Paper • 2411.04905 • Published Nov 7, 2024 • 127
Granite Code Models: A Family of Open Foundation Models for Code Intelligence

Paper • 2405.04324 • Published May 7, 2024 • 25
Seed-Coder: Let the Code Model Curate Data for Itself

Paper • 2506.03524 • Published Jun 4 • 6
Qwen2.5-Coder Technical Report

Paper • 2409.12186 • Published Sep 18, 2024 • 151

Visual-RFT: Visual Reinforcement Fine-Tuning

Paper • 2503.01785 • Published Mar 3 • 85
When an LLM is apprehensive about its answers -- and when its uncertainty is justified

Paper • 2503.01688 • Published Mar 3 • 21
Predictive Data Selection: The Data That Predicts Is the Data That Teaches

Paper • 2503.00808 • Published Mar 2 • 56
Chain of Draft: Thinking Faster by Writing Less

Paper • 2502.18600 • Published Feb 25 • 50

Video Creation by Demonstration

Paper • 2412.09551 • Published Dec 12, 2024 • 9
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Paper • 2412.07589 • Published Dec 10, 2024 • 48
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation

Paper • 2412.06531 • Published Dec 9, 2024 • 72
APOLLO: SGD-like Memory, AdamW-level Performance

Paper • 2412.05270 • Published Dec 6, 2024 • 38

A Survey of Small Language Models

Paper • 2410.20011 • Published Oct 25, 2024 • 46
TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters

Paper • 2410.23168 • Published Oct 30, 2024 • 24
What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective

Paper • 2410.23743 • Published Oct 31, 2024 • 63
GPT or BERT: why not both?

Paper • 2410.24159 • Published Oct 31, 2024 • 13

Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI

Paper • 2505.19443 • Published May 26 • 15
Skywork-SWE: Unveiling Data Scaling Laws for Software Engineering in LLMs

Paper • 2506.19290 • Published Jun 24 • 52
CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks

Paper • 2105.12655 • Published May 25, 2021
StarCoder 2 and The Stack v2: The Next Generation

Paper • 2402.19173 • Published Feb 29, 2024 • 151

To Read collection

interesting papers to read

Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model

Paper • 2503.24290 • Published Mar 31 • 62
I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders

Paper • 2503.18878 • Published Mar 24 • 119
START: Self-taught Reasoner with Tools

Paper • 2503.04625 • Published Mar 6 • 113
DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Paper • 2503.14476 • Published Mar 18 • 142

CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation

Paper • 2311.08588 • Published Nov 14, 2023
OpenGVLab/InternVL-Chat-V1-5

Image-Text-to-Text • 26B • Updated Mar 25 • 8.66k • 416
OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models

Paper • 2411.04905 • Published Nov 7, 2024 • 127

Running

2.95k

AnyCoder

📈

2.95k

Generate code with AI
Running

Featured

274

Qwen2.5 Coder Artifacts

🐢

274

Generate code snippets based on user input
Running

Featured

922

QwQ-32B-Preview

🔍

922

QwQ-32B-Preview
Running on CPU Upgrade

13.7k

Open LLM Leaderboard

🏆

13.7k

Track, rank and evaluate open LLMs and chatbots

OpenCoder Dataset

OpenCoder-LLM/opc-sft-stage1

Viewer • Updated Nov 24, 2024 • 4.22M • 1.07k • 71
OpenCoder-LLM/opc-sft-stage2

Viewer • Updated Nov 24, 2024 • 436k • 2.05k • 97
OpenCoder-LLM/opc-fineweb-math-corpus

Viewer • Updated Nov 24, 2024 • 5.24M • 2.75k • 30
OpenCoder-LLM/opc-fineweb-code-corpus

Viewer • Updated Nov 24, 2024 • 101M • 60.5k • 50

AI Paper of the Day

A collection of papers that I think are interesting, one added each day

Can Large Language Models Understand Context?

Paper • 2402.00858 • Published Feb 1, 2024 • 23
OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1, 2024 • 85
Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 151
SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity

Paper • 2401.17072 • Published Jan 30, 2024 • 25

Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI

Paper • 2505.19443 • Published May 26 • 15
Skywork-SWE: Unveiling Data Scaling Laws for Software Engineering in LLMs

Paper • 2506.19290 • Published Jun 24 • 52
CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks

Paper • 2105.12655 • Published May 25, 2021
StarCoder 2 and The Stack v2: The Next Generation

Paper • 2402.19173 • Published Feb 29, 2024 • 151

OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models

Paper • 2411.04905 • Published Nov 7, 2024 • 127
Granite Code Models: A Family of Open Foundation Models for Code Intelligence

Paper • 2405.04324 • Published May 7, 2024 • 25
Seed-Coder: Let the Code Model Curate Data for Itself

Paper • 2506.03524 • Published Jun 4 • 6
Qwen2.5-Coder Technical Report

Paper • 2409.12186 • Published Sep 18, 2024 • 151

To Read collection

interesting papers to read

Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model

Paper • 2503.24290 • Published Mar 31 • 62
I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders

Paper • 2503.18878 • Published Mar 24 • 119
START: Self-taught Reasoner with Tools

Paper • 2503.04625 • Published Mar 6 • 113
DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Paper • 2503.14476 • Published Mar 18 • 142

Visual-RFT: Visual Reinforcement Fine-Tuning

Paper • 2503.01785 • Published Mar 3 • 85
When an LLM is apprehensive about its answers -- and when its uncertainty is justified

Paper • 2503.01688 • Published Mar 3 • 21
Predictive Data Selection: The Data That Predicts Is the Data That Teaches

Paper • 2503.00808 • Published Mar 2 • 56
Chain of Draft: Thinking Faster by Writing Less

Paper • 2502.18600 • Published Feb 25 • 50

CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation

Paper • 2311.08588 • Published Nov 14, 2023
OpenGVLab/InternVL-Chat-V1-5

Image-Text-to-Text • 26B • Updated Mar 25 • 8.66k • 416
OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models

Paper • 2411.04905 • Published Nov 7, 2024 • 127

Video Creation by Demonstration

Paper • 2412.09551 • Published Dec 12, 2024 • 9
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Paper • 2412.07589 • Published Dec 10, 2024 • 48
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation

Paper • 2412.06531 • Published Dec 9, 2024 • 72
APOLLO: SGD-like Memory, AdamW-level Performance

Paper • 2412.05270 • Published Dec 6, 2024 • 38

Running

2.95k

AnyCoder

📈

2.95k

Generate code with AI
Running

Featured

274

Qwen2.5 Coder Artifacts

🐢

274

Generate code snippets based on user input
Running

Featured

922

QwQ-32B-Preview

🔍

922

QwQ-32B-Preview
Running on CPU Upgrade

13.7k

Open LLM Leaderboard

🏆

13.7k

Track, rank and evaluate open LLMs and chatbots

A Survey of Small Language Models

Paper • 2410.20011 • Published Oct 25, 2024 • 46
TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters

Paper • 2410.23168 • Published Oct 30, 2024 • 24
What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective

Paper • 2410.23743 • Published Oct 31, 2024 • 63
GPT or BERT: why not both?

Paper • 2410.24159 • Published Oct 31, 2024 • 13

OpenCoder Dataset

OpenCoder-LLM/opc-sft-stage1

Viewer • Updated Nov 24, 2024 • 4.22M • 1.07k • 71
OpenCoder-LLM/opc-sft-stage2

Viewer • Updated Nov 24, 2024 • 436k • 2.05k • 97
OpenCoder-LLM/opc-fineweb-math-corpus

Viewer • Updated Nov 24, 2024 • 5.24M • 2.75k • 30
OpenCoder-LLM/opc-fineweb-code-corpus

Viewer • Updated Nov 24, 2024 • 101M • 60.5k • 50

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