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  5. Decoding Strategy
Inference & Deploymentaka Decoding

Decoding Strategy

A decoding strategy is the procedure used to turn model output scores into a sequence or structured prediction.

Ask Melo about this← all terms

Greedy selection, sampling, beam search, and constrained decoding explore the probability distribution differently. The choice affects determinism, diversity, latency, and adherence to output restrictions.

Related terms

LogitSoftmaxCold StartRate LimitingModel VersioningOpen Weights

Where Decoding Strategy comes up

  • Meta TextSeal2: An Open-Source LLM Text Watermark That Survives Speculative Decoding
  • PyTorch 2.15 on Mac: FP8, Faster MoE Decoding and an 8x Softmax on Apple Silicon
  • ReplaySSM: NVIDIA and Tri Dao Cache SSM Inputs, Not State, for Faster Hybrid Decoding
  • DFlash-MLX Brings Lossless Speculative Decoding to Apple Silicon — Up to ~189 tok/s on M5 Max