license: apache-2.0 | |
![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) | |
# Eagle 7B - in short | |
Eagle 7B is a 7.52B parameter model that: | |
- 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 | |
(70% English, 15% multi lang, 15% code) | |
- 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! | |
Find out more at our model announcement: https://blog.rwkv.com/p/eagle-7b-soaring-past-transformers | |
Or our wiki: https://wiki.rwkv.com |