xlang-ai / DS-1000Links
[ICML 2023] Data and code release for the paper "DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation".
☆258Updated last year
Alternatives and similar repositories for DS-1000
Users that are interested in DS-1000 are comparing it to the libraries listed below
Sorting:
- CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion (NeurIPS 2023)☆160Updated 2 months ago
- ✨ RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems - ICLR 2024☆178Updated last year
- Data and Code for Program of Thoughts [TMLR 2023]☆292Updated last year
- A multi-programming language benchmark for LLMs☆279Updated 3 months ago
- Accepted by Transactions on Machine Learning Research (TMLR)☆133Updated last year
- A distributed, extensible, secure solution for evaluating machine generated code with unit tests in multiple programming languages.☆56Updated last year
- CRUXEval: Code Reasoning, Understanding, and Execution Evaluation☆156Updated last year
- The repository for paper "DebugBench: "Evaluating Debugging Capability of Large Language Models".☆83Updated last year
- [ICLR 2023] Code for the paper "Binding Language Models in Symbolic Languages"☆324Updated 2 years ago
- ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings - NeurIPS 2023 (oral)☆263Updated last year
- xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval☆87Updated last year
- [NeurIPS 2023 D&B] Code repository for InterCode benchmark https://arxiv.org/abs/2306.14898☆227Updated last year
- A Comprehensive Benchmark for Software Development.☆116Updated last year
- Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning"☆117Updated last year
- Code for paper "LEVER: Learning to Verifiy Language-to-Code Generation with Execution" (ICML'23)☆90Updated 2 years ago
- 🐙 OctoPack: Instruction Tuning Code Large Language Models☆473Updated 9 months ago
- ToolBench, an evaluation suite for LLM tool manipulation capabilities.☆164Updated last year
- Run evaluation on LLMs using human-eval benchmark☆420Updated 2 years ago
- APIBench is a benchmark for evaluating the performance of API recommendation approaches released in the paper "Revisiting, Benchmarking a…☆63Updated 2 years ago
- ☆125Updated 2 years ago
- ☆111Updated last year
- Data and code for "DocPrompting: Generating Code by Retrieving the Docs" @ICLR 2023☆251Updated last year
- Repoformer: Selective Retrieval for Repository-Level Code Completion (ICML 2024)☆61Updated 4 months ago
- Code and data for "Lost in the Middle: How Language Models Use Long Contexts"☆360Updated last year
- ☆239Updated last year
- CodeBERTScore: an automatic metric for code generation, based on BERTScore☆203Updated last year
- Paper collection on building and evaluating language model agents via executable language grounding☆362Updated last year
- A collection of practical code generation tasks and tests in open source projects. Complementary to HumanEval by OpenAI.☆154Updated 10 months ago
- ☆476Updated last year
- Open Source WizardCoder Dataset☆161Updated 2 years ago