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README.md

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 license: apache-2.0
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+![An eagle soaring above a transformer robot](https://substackcdn.com/image/fetch/w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6bbd31a7-21b4-4ff6-b43f-8735d1decf25_2048x1652.png)
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+# Eagle 7B - in short
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+Eagle 7B is a 7.52B parameter model that:
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+- Built on the RWKV-v5 architecture
+  (a linear transformer with 10-100x+ lower inference cost)
+- Ranks as the world’s greenest 7B model (per token)
+- Trained on 1.1 Trillion Tokens across 100+ languages
+- Outperforms all 7B class models in multi-lingual benchmarks
+- Approaches Falcon (1.5T), LLaMA2 (2T), Mistral (>2T?) level of performance in English evals
+- Trade blows with MPT-7B (1T) in English evals
+- All while being an “Attention-Free Transformer”
+- Is a foundation model, with a very small instruct tune - further fine-tuning is required for various use cases!
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+Find out more at our model announcment: https://blog.rwkv.com/p/eagle-7b-soaring-past-transformers
+Or our wiki: https://wiki.rwkv.com