| | --- |
| | 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) |
