hamishivi / automated-instruction-selectionLinks
Exploration of automated dataset selection approaches at large scales.
☆47Updated 5 months ago
Alternatives and similar repositories for automated-instruction-selection
Users that are interested in automated-instruction-selection are comparing it to the libraries listed below
Sorting:
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆33Updated last week
- Code for the arXiv preprint "The Unreasonable Effectiveness of Easy Training Data"☆48Updated last year
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆86Updated 10 months ago
- Long Context Extension and Generalization in LLMs☆58Updated 10 months ago
- ☆47Updated 5 months ago
- [NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models☆52Updated 5 months ago
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆139Updated 10 months ago
- ☆65Updated last year
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆44Updated 3 months ago
- ☆20Updated 3 months ago
- A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models☆59Updated 5 months ago
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆51Updated last year
- Replicating O1 inference-time scaling laws☆89Updated 8 months ago
- ☆71Updated 4 months ago
- [ACL 2025] Are Your LLMs Capable of Stable Reasoning?☆28Updated 4 months ago
- Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"☆81Updated 9 months ago
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆92Updated last week
- Reinforcing General Reasoning without Verifiers☆76Updated last month
- Code for "Reasoning to Learn from Latent Thoughts"☆114Updated 4 months ago
- ☆88Updated last year
- Codebase for Instruction Following without Instruction Tuning☆35Updated 10 months ago
- ☆85Updated 2 months ago
- Organize the Web: Constructing Domains Enhances Pre-Training Data Curation☆58Updated 3 months ago
- [NeurIPS 2024] OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI☆102Updated 5 months ago
- Benchmarking Benchmark Leakage in Large Language Models☆55Updated last year
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆105Updated 3 months ago
- Revisiting Mid-training in the Era of Reinforcement Learning Scaling☆161Updated 2 weeks ago
- ☆53Updated 5 months ago
- Open-Source LLM Coders with Co-Evolving Reinforcement Learning☆103Updated 2 weeks ago
- B-STAR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners☆82Updated 2 months ago