LocalClaw/LLM/Cogito (8B)
Open-weight local LLM

Cogito (8B)

Hybrid reasoning model outperforming peers. Strong general + reasoning at 8B. 558K downloads.

Laptop ready 8 GB RAM Q4_K_M Reasoning tasks
Run with LocalClaw Compare all models
Parameters
8B
Minimum RAM
8 GB
Model size
5 GB
Quantization
Q4_K_M

Can Cogito (8B) run locally?

Cogito (8B) is a good fit for normal laptops and compact desktops with 8 GB RAM or more.

Search for cogito-8b in LM Studio or another GGUF-compatible runtime.

deepcogito/cogito-v1-preview-llama-8B-GGUF
chatreasoningstandardgeneral

Install path

01
Check RAM fitMinimum 8 GB RAM. Start with the Q4_K_M quant.
02
Load the modelSearch cogito-8b in LM Studio.
03
Control locallyUse LocalClaw to manage models, agents, chat, channels and scheduled OpenClaw work.

Strengths

  • Hybrid reasoning — outperforms peers
  • Apache 2.0
  • Toggleable thinking mode
  • 558K downloads

Limitations

  • English-only
  • New — less tested
  • Reasoning overhead

Best use cases

  • Reasoning tasks
  • General chat
  • Analysis
  • Problem solving

Capability profile

speed
8
quality
7
coding
7
reasoning
8

Technical notes

Developer
Deep Cogito
License
Apache 2.0
Context window
131,072 tokens
Architecture
Hybrid reasoning Transformer (Llama 8B base)

This model fits these next steps

Hardware fit is based on LocalClaw's RAM tier, model size and quantization metadata. Always leave memory headroom for your OS and runtime.

Entry laptop fitMacBook Air 8GBMore headroomMac mini M4 16GBAll compatible picks8GB RAM guide

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