Update README.md

README.md

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 # Model Summary
 
-> OLMoE-1B-7B is a Mixture-of-Experts LLM with 1B active and 7B total parameters released in September 2024 (0125). It yields state-of-the-art performance among models with a similar cost (1B) and is competitive with much larger models like Llama2-13B. OLMoE is 100% open-source.
+> OLMoE-1B-7B is a Mixture-of-Experts LLM with 1B active and 7B total parameters released in January 2025 (0125) that is 100% open-source. It is an improved version of OLMoE-09-24, see the [paper appendix](https://arxiv.org/abs/2409.02060) for details.
 
 This information and more can also be found on the [**OLMoE GitHub repository**](https://github.com/allenai/OLMoE).