Description
NeoSmith trains a custom lightweight language model (SLM) from your LLM interaction logs. This SLM handles 80–90% of agent tasks at 40–55% of the cost, with improved accuracy thanks to training on your data. Just switch one endpoint—no MLOps expertise required.
Strengths
- Significant cost reduction in inference (40–55%)
- Faster performance (3–5x speedup)
- Simplified integration without MLOps management
Weaknesses
- Requires interaction logs for training
- Limited to tasks covered by the custom SLM
- Initial model training cost
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