Tag: token efficiency
Token Efficiency: How to Train Better LLMs with Less Data
Discover how token efficiency transforms LLM training. Learn techniques like data selection and dynamic pruning to cut costs and boost performance.
Evaluating LLM Agents: Measuring Task Success, Safety, and Cost
Learn how to evaluate LLM agents using task success rates, safety audits, and cost-efficiency metrics to move beyond simple accuracy and ensure production reliability.
Evaluating Reasoning Models: Think Tokens, Steps, and Accuracy Tradeoffs
Reasoning models improve accuracy on complex tasks but at a steep cost in tokens and dollars. Learn when they help, when they hurt, and how to use them wisely without breaking the bank.
Recent Post
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Beyond CRUD: Vibe Coding Complex Distributed Systems
Mar, 28 2026
