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Distilled DeepSeek R1 Outperforms Llama 3 and GPT-4o in Classifying Error Logs

Rootly AI Lab DeepSeek hackathon

A benchmark report showing how a distilled version of DeepSeek R1 ranked up to GPT-o4 for processing system error logs. Small models have a bright future ahead of them.

Can a smaller AI model outperform a larger one? A distilled version of DeepSeek R1 (70B) outperformed Llama and nearly matched GPT-4o in classifying error logs. These results suggest that model efficiency, not just size, is key to AI performance in incident management.


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Sylvain Kalache

Head of AI Labs, rootlyHQ

@sylvainkalache
Head of the Rootly AI Labs. Formerly Holberton School co-founder, LinkedIn SRE
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