{
  "protocol": "First 128 nonempty validation lines; independently truncate to 256 tokens, include EOS when space permits; token-weighted shifted NLL; BF16 autocast.",
  "seed": 42,
  "base": {
    "nll": 2.5015089727689555,
    "perplexity": 12.200890889089308,
    "predicted_tokens": 14864,
    "samples": 128
  },
  "trained": {
    "nll": 2.2327518212990944,
    "perplexity": 9.325492893073939,
    "predicted_tokens": 14864,
    "samples": 128
  }
}