Context Explorer
Understand context windows, memory usage, and model fit
Context Explorer helps you understand how model context size, VRAM, concurrency, and engine behavior interact before you run real workloads.
Open it from Model Hub > Context Explorer.
Major Parts
Guided modes
Start with guided paths like Fit, Serve, and Learn, or jump directly into Free Explorer.
Interactive lessons
Use short lessons to learn context budgeting, overflow behavior, and concurrency tradeoffs.
Engine behavior simulation
Compare behavior across Ollama, vLLM, MLX, and llama.cpp, including overflow handling and context controls.
Scenario presets
Load presets, adjust context length and concurrency, then simulate to see memory impact and fit status.
Using Context Explorer
- Pick an engine, model size, and hardware profile.
- Adjust context length, precision, and concurrency.
- Run simulations and inspect memory buckets.
- Check fit status before applying similar settings in production.
Image placeholder: Context Explorer showing memory bucket bar and engine controls
Tip
Use Context Explorer when tuning local models for multi-user or long-context workflows.