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multi-token-prediction

Everything on Ground Truth tagged “multi-token-prediction” — 2 items.

Multi-Token Prediction: Teaching Models to Look Several Words Ahead Lesson

Multi-token prediction trains a language model to predict several upcoming tokens at once instead of just the next one, giving a richer training signal and a built-in path to faster generation.

Qwen3-Next-80B-A3B-Instruct Tool

Alibaba's efficiency-focused open-weight model (80B total / 3B active, 512 experts) with 262K native context to ~1M, built around hybrid attention, high-sparsity MoE, and multi-token prediction; the model card claims roughly 10x inference throughput past 32K context versus a dense 32B baseline.