Update README.md

README.md

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 This model was converted to GGUF format from [`deepcogito/cogito-v1-preview-llama-8B`](https://huggingface.co/deepcogito/cogito-v1-preview-llama-8B) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
 Refer to the [original model card](https://huggingface.co/deepcogito/cogito-v1-preview-llama-8B) for more details on the model.
 
+---
+The Cogito LLMs are instruction tuned generative models (text in/text
+ out). All models are released under an open license for commercial use.
+
+-Cogito models are hybrid reasoning models. Each model can answer 
+directly (standard LLM), or self-reflect before answering (like 
+reasoning models).
+
+-The LLMs are trained using Iterated Distillation and Amplification (IDA) - an scalable and efficient alignment strategy for superintelligence using iterative self-improvement.
+
+-The models have been optimized for coding, STEM, instruction 
+following and general helpfulness, and have significantly higher 
+multilingual, coding and tool calling capabilities than size equivalent 
+counterparts.
+
+  --In both standard and reasoning modes, Cogito v1-preview models 
+outperform their size equivalent counterparts on common industry 
+benchmarks.
+
+Each model is trained in over 30 languages and supports a context length of 128k.
+
+---
 ## Use with llama.cpp
 Install llama.cpp through brew (works on Mac and Linux)