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".
☆240Updated 5 months ago
Alternatives and similar repositories for DS-1000:
Users that are interested in DS-1000 are comparing it to the libraries listed below
- ✨ RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems - ICLR 2024☆152Updated 7 months ago
- CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion (NeurIPS 2023)☆136Updated 8 months ago
- A multi-programming language benchmark for LLMs☆240Updated 2 months ago
- CRUXEval: Code Reasoning, Understanding, and Execution Evaluation☆135Updated 6 months ago
- Data and Code for Program of Thoughts (TMLR 2023)☆267Updated 10 months ago
- Open Source WizardCoder Dataset☆157Updated last year
- Official Repo for ICLR 2024 paper MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback by Xingyao Wang*, Ziha…☆122Updated 10 months ago
- 🐙 OctoPack: Instruction Tuning Code Large Language Models☆462Updated 2 months ago
- Run evaluation on LLMs using human-eval benchmark☆404Updated last year
- ☆107Updated 8 months ago
- An Analytical Evaluation Board of Multi-turn LLM Agents [NeurIPS 2024 Oral]☆303Updated 10 months ago
- [NeurIPS 2023 D&B] Code repository for InterCode benchmark https://arxiv.org/abs/2306.14898☆212Updated 11 months ago
- ToolQA, a new dataset to evaluate the capabilities of LLMs in answering challenging questions with external tools. It offers two levels …☆257Updated last year
- Code and data for "Lost in the Middle: How Language Models Use Long Contexts"☆337Updated last year
- A collection of practical code generation tasks and tests in open source projects. Complementary to HumanEval by OpenAI.☆138Updated 3 months ago
- ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings - NeurIPS 2023 (oral)☆261Updated 11 months ago
- The repository for paper "DebugBench: "Evaluating Debugging Capability of Large Language Models".☆72Updated 9 months ago
- A distributed, extensible, secure solution for evaluating machine generated code with unit tests in multiple programming languages.☆52Updated 5 months ago
- ToolBench, an evaluation suite for LLM tool manipulation capabilities.☆150Updated last year
- Accepted by Transactions on Machine Learning Research (TMLR)☆126Updated 6 months ago
- This is the repository of HaluEval, a large-scale hallucination evaluation benchmark for Large Language Models.☆456Updated last year
- Paper collection on building and evaluating language model agents via executable language grounding☆352Updated 11 months ago
- xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval☆79Updated 6 months ago
- Generative Judge for Evaluating Alignment☆235Updated last year
- Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning"☆110Updated last year
- RewardBench: the first evaluation tool for reward models.☆547Updated last month
- [EMNLP 2023] Adapting Language Models to Compress Long Contexts☆299Updated 7 months ago
- ☆124Updated last year
- Code for paper "LEVER: Learning to Verifiy Language-to-Code Generation with Execution" (ICML'23)☆85Updated last year
- [ICLR 2023] Code for the paper "Binding Language Models in Symbolic Languages"☆312Updated last year