LocalClaw/LLM/Solar Pro (22B)
Open-weight local LLM

Solar Pro (22B)

22B single-GPU advanced LLM. Compact but powerful. 50K downloads.

16 GB sweet spot 16 GB RAM Q4_K_M General local assistant
Run with LocalClaw Compare all models
Parameters
22B
Minimum RAM
16 GB
Model size
13 GB
Quantization
Q4_K_M

Can Solar Pro (22B) run locally?

Solar Pro (22B) is a practical pick for 16 GB machines, especially with Q4_K_M quantization.

Search for solar-pro-22b in LM Studio or another GGUF-compatible runtime.

upstage/solar-pro-preview-instruct-GGUF
chatgeneralpower

Install path

01
Check RAM fitMinimum 16 GB RAM. Start with the Q4_K_M quant.
02
Load the modelSearch solar-pro-22b in LM Studio.
03
Control locallyUse LocalClaw to manage models, agents, chat, channels and scheduled OpenClaw work.

Strengths

  • 22B single-GPU advanced LLM. Compact but powerful. 50K downloads.

Limitations

  • Performance depends on quantization, RAM bandwidth and runtime support.

Best use cases

  • chat
  • general
  • power

Capability profile

speed
5
quality
8
coding
7
reasoning
7

Technical notes

Developer
solar
License
See model repository
Context window
Unknown tokens
Architecture
See model card

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.

Starter desktopMac mini M4 16GBPortable fitMacBook Air M4 16GBBest 16GB models16GB RAM guide

Where to go next