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".
☆244Updated 7 months ago
Alternatives and similar repositories for DS-1000
Users that are interested in DS-1000 are comparing it to the libraries listed below
Sorting:
- A multi-programming language benchmark for LLMs☆249Updated 4 months ago
- ✨ RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems - ICLR 2024☆164Updated 9 months ago
- CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion (NeurIPS 2023)☆143Updated 10 months ago
- CRUXEval: Code Reasoning, Understanding, and Execution Evaluation☆140Updated 7 months ago
- Data and Code for Program of Thoughts (TMLR 2023)☆274Updated last year
- The repository for paper "DebugBench: "Evaluating Debugging Capability of Large Language Models".☆77Updated 10 months ago
- 🐙 OctoPack: Instruction Tuning Code Large Language Models☆464Updated 3 months ago
- Code for paper "LEVER: Learning to Verifiy Language-to-Code Generation with Execution" (ICML'23)☆87Updated last year
- Generative Judge for Evaluating Alignment☆238Updated last year
- xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval☆82Updated 8 months ago
- Official Repo for ICLR 2024 paper MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback by Xingyao Wang*, Ziha…☆124Updated last year
- Accepted by Transactions on Machine Learning Research (TMLR)☆127Updated 7 months ago
- Codes for the paper "∞Bench: Extending Long Context Evaluation Beyond 100K Tokens": https://arxiv.org/abs/2402.13718☆326Updated 8 months ago
- Paper collection on building and evaluating language model agents via executable language grounding☆355Updated last year
- A Comprehensive Benchmark for Software Development.☆106Updated last year
- [ICLR 2023] Code for the paper "Binding Language Models in Symbolic Languages"☆316Updated last year
- A distributed, extensible, secure solution for evaluating machine generated code with unit tests in multiple programming languages.☆54Updated 7 months ago
- Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them☆495Updated 11 months ago
- Code and data for "Lost in the Middle: How Language Models Use Long Contexts"☆344Updated last year
- ToolBench, an evaluation suite for LLM tool manipulation capabilities.☆151Updated last year
- [NeurIPS 2023 D&B] Code repository for InterCode benchmark https://arxiv.org/abs/2306.14898☆219Updated last year
- Open Source WizardCoder Dataset☆158Updated last year
- [EMNLP 2023] Adapting Language Models to Compress Long Contexts☆305Updated 8 months ago
- A collection of practical code generation tasks and tests in open source projects. Complementary to HumanEval by OpenAI.☆143Updated 5 months ago
- A new tool learning benchmark aiming at well-balanced stability and reality, based on ToolBench.☆149Updated last month
- [ACL'24 Outstanding] Data and code for L-Eval, a comprehensive long context language models evaluation benchmark☆378Updated 10 months ago
- ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings - NeurIPS 2023 (oral)☆262Updated last year
- StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback☆64Updated 9 months ago
- An Analytical Evaluation Board of Multi-turn LLM Agents [NeurIPS 2024 Oral]☆320Updated last year
- Data and code for "DocPrompting: Generating Code by Retrieving the Docs" @ICLR 2023☆246Updated last year