Update README.md

README.md

@@ -14,9 +14,10 @@ library_name: transformers
 pipeline_tag: text-generation
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-# QwerkyLlamaMambaHybrid
+# Qwerky Optimized Llama3.1 Mamba Hybrid - 8B Instruct
 
-This is a hybrid Mamba-Transformer model based on the Llama 3.2 architecture, distilled from Llama 3.3 70B into a 8B parameter model using Qwerky's proprietary distillation method. The model uses MAMBA layers interleaved with attention layers for efficient sequence modeling. The results are a 8B parameter model comparable in quality to Llama's 3.2 8B but running at speeds as fast or faster than Llama's 3.2 3B model.
+
+This is a hybrid Mamba-Transformer model based on the Llama 3.1 architecture, distilled from Llama 3.3 70B into a 8B parameter model using Qwerky's proprietary distillation method. The model uses MAMBA layers interleaved with attention layers for efficient sequence modeling. The results are a 8B parameter model comparable in quality to Llama's 3.1 8B but running at speeds as fast or faster than Llama's 3.2 3B model.
 
 **Model Developer**: Qwerky AI