Overview & Capability
The gold standard for running open-weights LLMs in the terminal. Download, run, customize, and serve models with a single command.
Key Highlights
- Single-command model downloads (Llama 3.3, DeepSeek R1, Gemma 2)
- Modelfile support for prompt templates and parameters
- Built-in OpenAI-compatible localhost:11434 API server
Robbie's Independent Take
Verified: 2026-10-11
Excellent candidate for local execution with zero cloud lock-in. For 7B-8B parameter models, budget at least 8 GB of unified memory or VRAM (Q4_K_M quantization). For 32B-70B models, aim for 24 GB+ to maintain interactive throughput without CPU offload penalties.
Alternatives & Replaces
- Manual GGUF/llama.cpp compilation