HowieHwong / MetaTool
[ICLR 2024] MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use
☆85Updated last year
Alternatives and similar repositories for MetaTool:
Users that are interested in MetaTool are comparing it to the libraries listed below
- [ACL2024] Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios☆53Updated last year
- A new tool learning benchmark aiming at well-balanced stability and reality, based on ToolBench.☆140Updated this week
- [COLING 2025] ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios☆65Updated 4 months ago
- Code for ICLR 2024 paper "CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets"☆53Updated 10 months ago
- ☆121Updated 10 months ago
- Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]☆139Updated 5 months ago
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆124Updated 9 months ago
- 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
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆133Updated 5 months ago
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Updated last year
- augmented LLM with self reflection☆118Updated last year
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆110Updated 9 months ago
- Code implementation of synthetic continued pretraining☆101Updated 3 months ago
- ☆101Updated 4 months ago
- The source code and dataset mentioned in the paper Seal-Tools: Self-Instruct Tool Learning Dataset for Agent Tuning and Detailed Benchmar…☆47Updated 5 months ago
- Awesome LLM Self-Consistency: a curated list of Self-consistency in Large Language Models☆96Updated 8 months ago
- Reformatted Alignment☆115Updated 6 months ago
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆83Updated 2 months ago
- ☆49Updated last year
- Code for the paper <SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning>☆48Updated last year
- [ACL 2024] AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning☆221Updated 3 months ago
- Official github repo for AutoDetect, an automated weakness detection framework for LLMs.☆42Updated 9 months ago
- [ACL 2024] On the Multi-turn Instruction Following for Conversational Web Agents☆16Updated 6 months ago
- Benchmarking Complex Instruction-Following with Multiple Constraints Composition (NeurIPS 2024 Datasets and Benchmarks Track)☆76Updated last month
- ☆69Updated last year
- Self-Reflection in LLM Agents: Effects on Problem-Solving Performance☆68Updated 4 months ago
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆68Updated 8 months ago
- [EMNLP 2024] RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning☆13Updated 6 months ago
- Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling☆101Updated 2 months ago
- ToolBench, an evaluation suite for LLM tool manipulation capabilities.☆150Updated last year