feiyang-k / AutoScaleLinks
Official Code Repository for [AutoScale📈: Scale-Aware Data Mixing for Pre-Training LLMs] Published as a conference paper at **COLM 2025**
☆12Updated last month
Alternatives and similar repositories for AutoScale
Users that are interested in AutoScale are comparing it to the libraries listed below
Sorting:
- ☆13Updated last year
- [NAACL 2025] The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language M…☆29Updated last year
- Towards Systematic Measurement for Long Text Quality☆37Updated last year
- ☆14Updated last year
- [NeurIPS'24] Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models☆62Updated 9 months ago
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆38Updated last year
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"☆58Updated last year
- ☆30Updated 8 months ago
- This the implementation of LeCo☆31Updated 7 months ago
- Official code for paper "SPA-RL: Reinforcing LLM Agent via Stepwise Progress Attribution"☆42Updated 2 months ago
- Code for the 2025 ACL publication "Fine-Tuning on Diverse Reasoning Chains Drives Within-Inference CoT Refinement in LLMs"☆32Updated 2 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆60Updated 11 months ago
- Trending projects & awesome papers about data-centric llm studies.☆38Updated 3 months ago
- Official code implementation for the ACL 2025 paper: 'CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis'☆30Updated 3 months ago
- The code of “Improving Weak-to-Strong Generalization with Scalable Oversight and Ensemble Learning”☆17Updated last year
- SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Model https://arxiv.org/pdf/2411.02433☆28Updated 9 months ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆69Updated 9 months ago
- Methods and evaluation for aligning language models temporally☆29Updated last year
- [ACL 2024] Code for the paper "ALaRM: Align Language Models via Hierarchical Rewards Modeling"☆25Updated last year
- ☆18Updated last year
- Evaluate the Quality of Critique☆36Updated last year
- The rule-based evaluation subset and code implementation of Omni-MATH☆22Updated 8 months ago
- ☆104Updated 2 months ago
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆83Updated last year
- The official repo of "WebExplorer: Explore and Evolve for Training Long-Horizon Web Agents"☆64Updated last week
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆129Updated 10 months ago
- [ICLR'24 spotlight] Tool-Augmented Reward Modeling☆51Updated 3 months ago
- Code for our EMNLP-2023 paper: "Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks"☆24Updated last year
- Codebase for Instruction Following without Instruction Tuning☆35Updated 11 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆81Updated 8 months ago