Cogito 8B
by Deep Cogito · cogito family
8B
parameters
text-generation code-generation reasoning math
Cogito 8B is the compact variant from Deep Cogito's first model family, built on a Llama 8B base with enhanced reasoning capabilities. It supports a 131K context window and excels at mathematical problem-solving and code generation tasks. As the smallest model in the Cogito lineup, the 8B variant offers an accessible entry point for local reasoning-focused inference on consumer hardware with 8GB or more of VRAM.
Quick Start with Ollama
ollama run 8b-q4_K_M Quantization Options
| Format | File Size | VRAM Required | Quality | Ollama Tag |
|---|---|---|---|---|
| Q4_K_M rec | 5 GB | 7.5 GB | | 8b-q4_K_M |
| Q8_0 | 8.5 GB | 11 GB | | 8b-q8_0 |
| F16 | 16 GB | 19.5 GB | | 8b-fp16 |
Compatible Hardware
Q4_K_M requires 7.5 GB VRAM