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Llama-3.2-1B — OASIS (softmax1)

OASIS softmax1 变体(eager attention + history propagation)(attn_softmax=softmax1, attn_res_softmax_fn=softmax1).

  • Base model: meta-llama/Llama-3.2-1B
  • Training data: BookCorpus + Wiki40B (en)
  • Steps: 1000 (warmup 100), block_size 512, effective batch 192 (6 × 4 GPU × 8 grad-accum)
  • Optimizer: AdamW, lr 4e-4, linear, weight_decay 0.1
  • Precision: fp16 mixed (fp32 master weights)

Research checkpoint from an outlier-efficiency study; only 1000 steps, not production-ready.

Metrics (final eval)

metric value
perplexity 72.83
model.norm inf-norm 25.1
max per-layer inf-norm 250.3

Companion run: robinzixuan/llama-3.2-1b-vanilla.

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