added minimal description

README.md

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 license: llama2
 ---
 
+## Description
+
+This model as intended to be used as an accelerator for llama 13B (chat). 
+
+
+Undlerlying implementation of Paged Attention KV-Cached and speculator can be found in https://github.com/foundation-model-stack/fms-extras
+Production implementation using `fms-extras` implementation can be found in https://github.com/tdoublep/text-generation-inference/tree/speculative-decoding
+
+
 To try this out running in a production-like environment, please use the pre-built docker image:
 
 ```bash