FrontierThe story, in brief
NVIDIA Introduces X-Token: Projection-Guided Cross-Tokenizer KD That Outperforms GOLD by +3.82 Average Points on Llama-3.2-1B
NVIDIA just lifted Llama-3.2-1B's math accuracy from 2.56 to 15.54. Here's the technique that's making smaller models competitive.
The KeyNews take
Why it matters
NVIDIA's X-Token knowledge distillation method addresses fundamental limitations in prior approaches, delivering measurable improvements on reasoning benchmarks. This matters for enterprises deploying smaller, cost-efficient models in production.
The key facts
5 to knowX-Token outperforms GOLD baseline by +3.82 average points
GSM8k accuracy improvement: 2.56 → 15.54 on Llama-3.2-1B
Projection-guided cross-tokenizer knowledge distillation approach
Targets structural failures in prior GOLD methodology
Published May 29, 2026
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Publisher excerpt: NVIDIA's X-Token fixes two structural failures in GOLD and improves GSM8k accuracy from 2.56 to 15.54 The post NVIDIA Introduces X-Token: Projection-Guided Cross-Tokenizer KD That Outperforms GOLD by +3.82 Average Points on Llama-3.2-1B appeared first on MarkTechPost.