Token Sampler Lab

Drag the temperature dial, watch tokens get sampled live, and overflow a context window. An interactive playground for how LLMs actually pick words.

Raw Sampling Simulated tool-call lookup
Temperature 1.00 T 1.00
Next-Token Probability Distribution
Output Stream — sampled tokens appear here
Context Buffer — 1,000,000 token budget
0 / 1,000,000 tokens (0.0%)
Variance Readout — 10 trials
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