martin-wey / peft-llm-codeLinks
Replication package of the paper "Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models".
☆18Updated 8 months ago
Alternatives and similar repositories for peft-llm-code
Users that are interested in peft-llm-code are comparing it to the libraries listed below
Sorting:
- InstructCoder: Instruction Tuning Large Language Models for Code Editing | Oral ACL-2024 srw☆61Updated 8 months ago
- Open-source repository for the OOPSLA'24 paper "CYCLE: Learning to Self-Refine Code Generation"☆10Updated last year
- Astraios: Parameter-Efficient Instruction Tuning Code Language Models☆58Updated last year
- XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts☆33Updated 11 months ago
- Training and Benchmarking LLMs for Code Preference.☆33Updated 7 months ago
- Official code implementation for the ACL 2025 paper: 'Dynamic Scaling of Unit Tests for Code Reward Modeling'☆23Updated last month
- CoCoMIC: Code Completion By Jointly Modeling In-file and Cross-file Context☆17Updated 8 months ago
- Reinforcement Learning for Repository-Level Code Completion☆33Updated 10 months ago
- Must-read papers on Repository-level Code Generation & Issue Resolution 🔥☆101Updated this week
- Dianshu-Liao / AAA-Code-Generation-Framework-for-Code-Repository-Local-Aware-Global-Aware-Third-Party-Aware☆19Updated last year
- ☆22Updated 11 months ago
- [LREC-COLING'24] HumanEval-XL: A Multilingual Code Generation Benchmark for Cross-lingual Natural Language Generalization☆38Updated 3 months ago
- [EMNLP'22] Code for 'Exploring Representation-level Augmentation for Code Search'☆27Updated last year
- This is the official project of paper: Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term Conver…☆19Updated 7 months ago
- Knowledge transfer from high-resource to low-resource programming languages for Code LLMs☆14Updated 10 months ago
- Official Implementation of RISE (Reinforcing Reasoning with Self-Verification)☆27Updated last week
- A distributed, extensible, secure solution for evaluating machine generated code with unit tests in multiple programming languages.☆55Updated 8 months ago
- Baselines for all tasks from Long Code Arena benchmarks 🏟️☆30Updated 2 months ago
- Synthesizing realistic and diverse text-datasets from augmented LLMs☆12Updated 2 months ago
- SWE-Factory: Your Automated Factory for Issue Resolution Training Data and Evaluation Benchmarks☆55Updated last week
- Repoformer: Selective Retrieval for Repository-Level Code Completion (ICML 2024)☆55Updated last week
- Public code repo for COLING 2025 paper "Aligning LLMs with Individual Preferences via Interaction"☆29Updated 2 months ago
- [ACL'2025 Findings] Official repo for "HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation Task…☆28Updated 2 months ago
- ☆24Updated 2 months ago
- StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback☆65Updated 9 months ago
- Source code for paper: INTERVENOR : Prompt the Coding Ability of Large Language Models with the Interactive Chain of Repairing☆26Updated 7 months ago
- Codebase for Math Neurosurgery: Isolating LLMs' Math Reasoning Abilities Using Only Forward Passes☆15Updated last week
- ☆22Updated 6 months ago
- The official repo for "AceCoder: Acing Coder RL via Automated Test-Case Synthesis" [ACL25]☆85Updated 2 months ago
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆99Updated last month