Create README.md

README.md

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+---
+license: apache-2.0
+pipeline_tag: text-generation
+tags:
+- cortex.cpp
+- featured
+---
+
+## Overview
+
+**DeepCogito** introduces the **Cogito-v1 Preview** series, a powerful suite of hybrid reasoning models trained with Iterated Distillation and Amplification (IDA). These models are designed to push the boundaries of open-weight LLMs through scalable alignment and self-improvement strategies, offering unmatched performance across coding, STEM, multilingual, and agentic use cases.
+
+Each model in this series operates in both **standard** (direct answer) and **reasoning** (self-reflective) modes, significantly outperforming size-equivalent open models such as LLaMA, DeepSeek, and Qwen. The 70B variant notably surpasses the newly released LLaMA 4 109B MoE model in benchmarks.
+
+## Variants
+
+### Cogito-v1 Preview
+
+| No | Variant                                                                                         | Branch | Cortex CLI command                            |
+|----|--------------------------------------------------------------------------------------------------|--------|-----------------------------------------------|
+| 1  | [Cogito-v1-Preview-LLaMA-3B](https://huggingface.co/cortexso/cogito-v1/tree/3b)       | 3b     | `cortex run cognito-v1:3b`                     |
+| 2  | [Cogito-v1-Preview-LLaMA-8B](https://huggingface.co/cortexso/cogito-v1/tree/8b)       | 8b     | `cortex run cognito-v1:8b`                     |
+| 3  | [Cogito-v1-Preview-Qwen-14B](https://huggingface.co/cortexso/cogito-v1/tree/14b)       | 14b    | `cortex run cognito-v1:14b`                    |
+| 4  | [Cogito-v1-Preview-Qwen-32B](https://huggingface.co/cortexso/cogito-v1/tree/32b)       | 32b    | `cortex run cognito-v1:32b`                    |
+| 5  | [Cogito-v1-Preview-LLaMA-70B](https://huggingface.co/cortexso/cogito-v1/tree/70b)     | 70b    | `cortex run cognito-v1:70b`                    |
+
+Each branch contains a default quantized version:
+- **LLaMA-3B:** q4-km  
+- **LLaMA-8B:** q4-km  
+- **Qwen-14B:** q4-km  
+- **Qwen-32B:** q4-km  
+- **LLaMA-70B:** q4-km  
+
+## Use it with Jan (UI)
+
+1. Install **Jan** using [Quickstart](https://jan.ai/docs/quickstart)  
+2. Use in Jan model Hub:  
+   ```bash
+   deepcogito/cognito-v1
+   ```
+## Use it with Cortex (CLI)
+
+1. Install Cortex using [Quickstart](https://cortex.so/)
+2. Run the model with command:
+  ```bash
+  cortex run cognito-v1
+  ```
+
+## Credits
+
+- **Author:** DeepCogito
+- **Original License:** [Apache License 2.0](https://www.apache.org/licenses/LICENSE-2.0)
+- **Papers:** [Cognito v1 Preview](https://www.deepcogito.com/research/cogito-v1-preview)