Table of Links

Abstract and Introduction

Conclusion and discussion, and References

Conclusion and discussion

In this work we present the result that a Herd of open-sourced models can achieve performance comparable or better than ChatGPT, at a fraction of the compute cost and zero query cost. Further, when proprietary models cannot answer a query, a herd of open source models, are able to cover a significant portion of the deficit. This system offers a new model paradigm to compete against closed source models, by leveraging widely available open source technology.

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