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Decoding Strategies

Greedy through speculative — every way to turn logits into tokens.

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  1. 1. ○ Greedy Decoding
  2. 2. ○ Temperature Scaling
  3. 3. ○ Top-k Sampling
  4. 4. ○ Nucleus (Top-P) Sampling
  5. 5. ○ Beam Search
  6. 6. ○ Speculative Decoding Accept/Reject
  7. 7. ○ Nucleus Sampling Generation Loop
  8. 8. ○ Causal LM with KV Cache Generation