amazon-science / llm-code-preferenceLinks
Training and Benchmarking LLMs for Code Preference.
☆37Updated last year
Alternatives and similar repositories for llm-code-preference
Users that are interested in llm-code-preference are comparing it to the libraries listed below
Sorting:
- InstructCoder: Instruction Tuning Large Language Models for Code Editing | Oral ACL-2024 srw☆64Updated last year
- ☆28Updated this week
- ☆54Updated last year
- RepoQA: Evaluating Long-Context Code Understanding☆124Updated last year
- Astraios: Parameter-Efficient Instruction Tuning Code Language Models☆63Updated last year
- CRUXEval: Code Reasoning, Understanding, and Execution Evaluation☆161Updated last year
- [NeurIPS 2025 Spotlight] Co-Evolving LLM Coder and Unit Tester via Reinforcement Learning☆135Updated 2 months ago
- [COLM 2025] Official repository for R2E-Gym: Procedural Environment Generation and Hybrid Verifiers for Scaling Open-Weights SWE Agents☆197Updated 4 months ago
- SWE-Swiss: A Multi-Task Fine-Tuning and RL Recipe for High-Performance Issue Resolution☆98Updated 2 months ago
- StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback☆73Updated last year
- ☆105Updated 6 months ago
- ☆28Updated 3 weeks ago
- [EMNLP'23] Execution-Based Evaluation for Open Domain Code Generation☆49Updated last year
- [NeurIPS 2024] OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI☆108Updated 8 months ago
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆118Updated 6 months ago
- ☆33Updated 2 months ago
- ☆82Updated last month
- Implementation and datasets for "Training Language Models to Generate Quality Code with Program Analysis Feedback"☆33Updated 4 months ago
- XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts☆35Updated last year
- ☆40Updated 6 months ago
- BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions☆25Updated last year
- The official repo for "AceCoder: Acing Coder RL via Automated Test-Case Synthesis" [ACL25]☆94Updated 7 months ago
- e☆41Updated 7 months ago
- Systematic evaluation framework that automatically rates overthinking behavior in large language models.☆94Updated 6 months ago
- ☆41Updated 8 months ago
- Knowledge transfer from high-resource to low-resource programming languages for Code LLMs☆16Updated 3 months ago
- ☆120Updated last year
- xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval☆87Updated last year
- [NeurIPS 2024] Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study☆56Updated last year
- A dataset of LLM-generated chain-of-thought steps annotated with mistake location.☆83Updated last year