AgentTune: A Unified Training Lifecycle for Tool-Using LLM Agents
cs.LG
Submitted: 2026-10-09
Updated: 2026-10-09
Code: https://github.com/Lexsi-Labs/AgentTune
Sources
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- MHTS: Multi-Hop Tree Structure Framework for Generating Difficulty-Controllable QA Datasets for RAG Evaluation
- MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents
- SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model
- Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent
- LegalBench-RAG: A Benchmark for Retrieval-Augmented Generation in the Legal Domain
- Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions
- Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
- DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
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