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Chanl
chanl.ai > blog > ai-agent-evaluation-benchmarks-predict-production

Your Agent Aced the Benchmark. Production Disagreed.

1+ day, 1+ hour ago  (1679+ words) We scored 92% on GAIA. Production CSAT: 64%. Here's which AI agent benchmarks actually predict deployed performance, why most don't, and what to measure instead. Start testing your AI agents with these scenarios today. We scored 92% on GAIA. Our agent aced the…...

Chanl
chanl.ai > blog > fine-tuning-lora-qlora-ai-agent-builders

Fine-Tune a 7B Model for $1,500 (Not $50,000)

18+ hour, 29+ min ago  (1774+ words) Full fine-tuning costs $50K in H100s. QLoRA on an RTX 4090 costs $1,500. Learn how LoRA and QLoRA let you train only 0.1-1% of parameters with nearly identical results, with working code for fine-tuning models that understand your agent's tool schemas. Start testing your AI…...