Alternatives and similar repositories for MultiPL-E

Users that are interested in MultiPL-E are comparing it to the libraries listed below

• amazon-science / cceval
  CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion (NeurIPS 2023)
  ☆159Updated 2 months ago
• Leolty / repobench
  ✨ RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems - ICLR 2024
  ☆174Updated last year
• facebookresearch / cruxeval
  CRUXEval: Code Reasoning, Understanding, and Execution Evaluation
  ☆154Updated last year
• xlang-ai / DS-1000
  [ICML 2023] Data and code release for the paper "DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation".
  ☆256Updated 11 months ago
• amazon-science / mxeval
  ☆111Updated last year
• Zyq-scut / RLTF
  Accepted by Transactions on Machine Learning Research (TMLR)
  ☆132Updated last year
• ntunlp / ExecEval
  A distributed, extensible, secure solution for evaluating machine generated code with unit tests in multiple programming languages.
  ☆56Updated last year
• CoderEval / CoderEval
  A collection of practical code generation tasks and tests in open source projects. Complementary to HumanEval by OpenAI.
  ☆152Updated 10 months ago
• ntunlp / xCodeEval
  xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval
  ☆86Updated last year
• bigcode-project / octopack
  🐙 OctoPack: Instruction Tuning Code Large Language Models
  ☆471Updated 8 months ago
• bigcode-project / bigcode-dataset
  ☆475Updated last year
• shrivastavadisha / repo_level_prompt_generation
  ☆126Updated 2 years ago
• bigcode-project / the-stack-v2
  Code for the curation of The Stack v2 and StarCoder2 training data
  ☆117Updated last year
• nickrosh / evol-teacher
  Open Source WizardCoder Dataset
  ☆160Updated 2 years ago
• bigcode-project / bigcodebench
  [ICLR'25] BigCodeBench: Benchmarking Code Generation Towards AGI
  ☆440Updated last week
• FudanSELab / ClassEval
  Benchmark ClassEval for class-level code generation.
  ☆145Updated last year
• reddy-lab-code-research / PPOCoder
  Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning"
  ☆117Updated last year
• neulab / code-bert-score
  CodeBERTScore: an automatic metric for code generation, based on BERTScore
  ☆202Updated last year
• bigcode-project / bigcode-evaluation-harness
  A framework for the evaluation of autoregressive code generation language models.
  ☆985Updated 3 months ago
• thunlp / DebugBench
  The repository for paper "DebugBench: "Evaluating Debugging Capability of Large Language Models".
  ☆83Updated last year
• SWE-bench / experiments
  Open sourced predictions, execution logs, trajectories, and results from model inference + evaluation runs on the SWE-bench task.
  ☆218Updated this week
• abacaj / code-eval
  Run evaluation on LLMs using human-eval benchmark
  ☆421Updated 2 years ago
• bigcode-project / selfcodealign
  [NeurIPS'24] SelfCodeAlign: Self-Alignment for Code Generation
  ☆317Updated 8 months ago
• evalplus / repoqa
  RepoQA: Evaluating Long-Context Code Understanding
  ☆119Updated 11 months ago
• r2e-project / r2e
  [ICML '24] R2E: Turn any GitHub Repository into a Programming Agent Environment
  ☆133Updated 6 months ago
• evo-eval / evoeval
  EvoEval: Evolving Coding Benchmarks via LLM
  ☆76Updated last year
• aorwall / SWE-bench-docker
  ☆99Updated last year
• niansong1996 / lever
  Code for paper "LEVER: Learning to Verifiy Language-to-Code Generation with Execution" (ICML'23)
  ☆90Updated 2 years ago
• multi-swe-bench / multi-swe-bench
  Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving
  ☆262Updated last week
• open-compass / DevEval
  A Comprehensive Benchmark for Software Development.
  ☆115Updated last year