A Reddit user has compiled a chart illustrating the efficient frontier of open-source large language models, defining efficiency as the model's score relative to its active parameters. The chart focuses on models that represent the best trade-off between performance and size, excluding those that are less efficient. The user acknowledges that the aggregation benchmark used may not be perfect but considers it a reliable indicator of overall performance. AI
IMPACT Provides a visual guide for users seeking efficient open-source LLMs.
RANK_REASON User-generated chart and discussion of existing models.
- artificialanalysis.ai
- Falcon
- Gemma
- I Ching
- Llama 3
- mistral.ai
- Mixtral 8x22B
- Nous Hermes 2
- OpenHermes
- Phi 3
- Qwen1.5
- Starling
- Zephyr
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