tool-augmented-language-models

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SanjyotAmritkar / LegalToolformer

Adapting Toolformer to specialized domains - teaches a small LM to autonomously call real legal and biomedical APIs through self-generated supervision, no human labels required.

nlp lora language-models legal-nlp biomedical-nlp toolformer biomedical-ai tool-augmented tool-augmented-agents tool-augmented-language-models tool-augmented-ai

Updated Sep 9, 2026
Jupyter Notebook

zircote / LRO

Star

Large Result Offloading (LRO) -- a token-aware strategy for managing large tool outputs in LLM context windows. Includes empirical evaluation and formal specification.

mcp open-access research-paper demand-driven llm context-window context-management model-context-protocol agent-memory token-optimization large-result-offloading tool-augmented-language-models

Updated Mar 26, 2026
MDX

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