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Discover the best community collections!

Collections including paper arxiv:2402.15491

Papers about Tool Use / Function Calling

about 7 hours ago

Hammer: Robust Function-Calling for On-Device Language Models via Function Masking

Paper • 2410.04587 • Published Oct 6, 2024 • 2
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs

Paper • 2402.15491 • Published Feb 23, 2024 • 15
APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets

Paper • 2406.18518 • Published Jun 26, 2024 • 25
APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human Interplay

Paper • 2504.03601 • Published Apr 4, 2025 • 18

Plot2Code: A Comprehensive Benchmark for Evaluating Multi-modal Large Language Models in Code Generation from Scientific Plots

Paper • 2405.07990 • Published May 13, 2024 • 20
Large Language Models as Planning Domain Generators

Paper • 2405.06650 • Published Apr 2, 2024 • 13
AutoCrawler: A Progressive Understanding Web Agent for Web Crawler Generation

Paper • 2404.12753 • Published Apr 19, 2024 • 43
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

Paper • 2404.07972 • Published Apr 11, 2024 • 52

AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning

Paper • 2402.15506 • Published Feb 23, 2024 • 18
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs

Paper • 2402.15491 • Published Feb 23, 2024 • 15
Memory as Action: Autonomous Context Curation for Long-Horizon Agentic Tasks

Paper • 2510.12635 • Published Oct 14, 2025 • 17

Function Calling

A list of datasets, models and papers for making LLMs better at function calling and tool usage

argilla/Synth-APIGen-v0.1

Viewer • Updated Oct 10, 2024 • 49.4k • 359 • 66
Salesforce/xlam-function-calling-60k

Viewer • Updated Jan 24, 2025 • 60k • 11.3k • 604
sanjay920/gemma-function-calling

Viewer • Updated Feb 21, 2024 • 112k • 29 • 9
gorilla-llm/Berkeley-Function-Calling-Leaderboard

Preview • Updated Feb 14, 2025 • 33.5k • 100

Tool Use & more

LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error

Paper • 2403.04746 • Published Mar 7, 2024 • 24
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs

Paper • 2402.15491 • Published Feb 23, 2024 • 15
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling

Paper • 2402.10466 • Published Feb 16, 2024 • 18

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 191
Learning Vision from Models Rivals Learning Vision from Data

Paper • 2312.17742 • Published Dec 28, 2023 • 16
PanGu-π: Enhancing Language Model Architectures via Nonlinearity Compensation

Paper • 2312.17276 • Published Dec 27, 2023 • 16
Infinite-LLM: Efficient LLM Service for Long Context with DistAttention and Distributed KVCache

Paper • 2401.02669 • Published Jan 5, 2024 • 17

Papers about Tool Use / Function Calling

about 7 hours ago

Hammer: Robust Function-Calling for On-Device Language Models via Function Masking

Paper • 2410.04587 • Published Oct 6, 2024 • 2
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs

Paper • 2402.15491 • Published Feb 23, 2024 • 15
APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets

Paper • 2406.18518 • Published Jun 26, 2024 • 25
APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human Interplay

Paper • 2504.03601 • Published Apr 4, 2025 • 18

Function Calling

A list of datasets, models and papers for making LLMs better at function calling and tool usage

argilla/Synth-APIGen-v0.1

Viewer • Updated Oct 10, 2024 • 49.4k • 359 • 66
Salesforce/xlam-function-calling-60k

Viewer • Updated Jan 24, 2025 • 60k • 11.3k • 604
sanjay920/gemma-function-calling

Viewer • Updated Feb 21, 2024 • 112k • 29 • 9
gorilla-llm/Berkeley-Function-Calling-Leaderboard

Preview • Updated Feb 14, 2025 • 33.5k • 100

Plot2Code: A Comprehensive Benchmark for Evaluating Multi-modal Large Language Models in Code Generation from Scientific Plots

Paper • 2405.07990 • Published May 13, 2024 • 20
Large Language Models as Planning Domain Generators

Paper • 2405.06650 • Published Apr 2, 2024 • 13
AutoCrawler: A Progressive Understanding Web Agent for Web Crawler Generation

Paper • 2404.12753 • Published Apr 19, 2024 • 43
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

Paper • 2404.07972 • Published Apr 11, 2024 • 52

Tool Use & more

LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error

Paper • 2403.04746 • Published Mar 7, 2024 • 24
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs

Paper • 2402.15491 • Published Feb 23, 2024 • 15
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling

Paper • 2402.10466 • Published Feb 16, 2024 • 18

AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning

Paper • 2402.15506 • Published Feb 23, 2024 • 18
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs

Paper • 2402.15491 • Published Feb 23, 2024 • 15
Memory as Action: Autonomous Context Curation for Long-Horizon Agentic Tasks

Paper • 2510.12635 • Published Oct 14, 2025 • 17

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 191
Learning Vision from Models Rivals Learning Vision from Data

Paper • 2312.17742 • Published Dec 28, 2023 • 16
PanGu-π: Enhancing Language Model Architectures via Nonlinearity Compensation

Paper • 2312.17276 • Published Dec 27, 2023 • 16
Infinite-LLM: Efficient LLM Service for Long Context with DistAttention and Distributed KVCache

Paper • 2401.02669 • Published Jan 5, 2024 • 17

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