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--- |
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license: apache-2.0 |
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pipeline_tag: text-generation |
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tags: |
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- cortex.cpp |
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- featured |
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--- |
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## Overview |
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**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. |
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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. |
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## Variants |
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### Cogito-v1 Preview |
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| No | Variant | Branch | Cortex CLI command | |
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|----|--------------------------------------------------------------------------------------------------|--------|-----------------------------------------------| |
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| 1 | [Cogito-v1-Preview-LLaMA-3B](https://huggingface.co/cortexso/cogito-v1/tree/3b) | 3b | `cortex run cognito-v1:3b` | |
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| 2 | [Cogito-v1-Preview-LLaMA-8B](https://huggingface.co/cortexso/cogito-v1/tree/8b) | 8b | `cortex run cognito-v1:8b` | |
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| 3 | [Cogito-v1-Preview-Qwen-14B](https://huggingface.co/cortexso/cogito-v1/tree/14b) | 14b | `cortex run cognito-v1:14b` | |
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| 4 | [Cogito-v1-Preview-Qwen-32B](https://huggingface.co/cortexso/cogito-v1/tree/32b) | 32b | `cortex run cognito-v1:32b` | |
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| 5 | [Cogito-v1-Preview-LLaMA-70B](https://huggingface.co/cortexso/cogito-v1/tree/70b) | 70b | `cortex run cognito-v1:70b` | |
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Each branch contains a default quantized version: |
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- **LLaMA-3B:** q4-km |
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- **LLaMA-8B:** q4-km |
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- **Qwen-14B:** q4-km |
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- **Qwen-32B:** q4-km |
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- **LLaMA-70B:** q4-km |
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## Use it with Jan (UI) |
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1. Install **Jan** using [Quickstart](https://jan.ai/docs/quickstart) |
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2. Use in Jan model Hub: |
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```bash |
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deepcogito/cognito-v1 |
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``` |
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## Use it with Cortex (CLI) |
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1. Install Cortex using [Quickstart](https://cortex.so/) |
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2. Run the model with command: |
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```bash |
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cortex run cognito-v1 |
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``` |
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## Credits |
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- **Author:** DeepCogito |
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- **Original License:** [Apache License 2.0](https://www.apache.org/licenses/LICENSE-2.0) |
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- **Papers:** [Cognito v1 Preview](https://www.deepcogito.com/research/cogito-v1-preview) |
