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# Llemma: An Open Language Model For Mathematics

**[EleutherAI](https://daily.dev/sources/eleutherai)** · 6 min read · 0 upvotes · 0 comments

## Summary

EleutherAI releases Llemma, open-weight language models (7B and 34B parameters) specialized for mathematics. Initialized from Code Llama weights and trained on Proof-Pile II — a 55B token dataset of mathematical and scientific content including arXiv papers, web math pages, and mathematical code — Llemma outperforms Minerva on an equi-parameter basis and achieves state-of-the-art results among open models on MATH and GSM8k benchmarks. Notably, Llemma is the first open base model to demonstrate in-context formal theorem proving, surpassing GPT-4-based approaches on the miniF2F benchmark. Models, dataset, and training code are all publicly released. A memorization analysis shows Llemma's performance is not explained by training set overlap.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://blog.eleuther.ai/llemma>

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Tags: [#open-source](https://daily.dev/tags/open-source), [#llm](https://daily.dev/tags/llm)

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