chore: info

README.md

@@ -12,7 +12,6 @@ language:
 The architecture of StripedHyena-Hessian-7B is different from traditional decoder-only Transformers. 
 
 StripedHyena is a hybrid architecture composed of multi-head, grouped-query attention and gated convolutions arranged in [Hyena](https://arxiv.org/abs/2302.10866) blocks.  
-  - Costant memory decoding by representation of convolutions as state-space models (modal or canonical form), or as truncated filters.
+  - Costant memory decoding in Hyena blocks via representation of convolutions as state-space models (modal or canonical form), or as truncated filters.
   - Lower latency to preprocess long prompts.
   - Improvements to training and inference compute-optimal scaling laws, compared to Transformers.
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