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Tag: LLM tools

Toolformer-Style Self-Supervision: How LLMs Learn to Use Tools on Their Own

Toolformer-Style Self-Supervision: How LLMs Learn to Use Tools on Their Own

Toolformer teaches large language models to use tools like calculators and search engines on their own, without human labels. It boosts accuracy in math and facts without needing bigger models.

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Recent Posts

Measuring Hallucination Rate in Production LLM Systems: Key Metrics and Real-World Dashboards Jan, 5 2026
Measuring Hallucination Rate in Production LLM Systems: Key Metrics and Real-World Dashboards
Toolformer-Style Self-Supervision: How LLMs Learn to Use Tools on Their Own Nov, 17 2025
Toolformer-Style Self-Supervision: How LLMs Learn to Use Tools on Their Own
Why Generative AI Hallucinates: The Hidden Flaws in Language Models Oct, 11 2025
Why Generative AI Hallucinates: The Hidden Flaws in Language Models
Health Checks for GPU-Backed LLM Services: Preventing Silent Failures Dec, 24 2025
Health Checks for GPU-Backed LLM Services: Preventing Silent Failures
Code Generation with Large Language Models: Boosting Developer Speed and Knowing When to Step In Aug, 10 2025
Code Generation with Large Language Models: Boosting Developer Speed and Knowing When to Step In

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