At final checkpoints with approximately matched theoretical cumulative training FLOPs, 67B SST has the lowest reported EMA-200 training LM loss: 1.5900 versus 1.6006 for 47B classic and 1.5921 for 63B classic, improvements of 0.0106 and 0.0021 respectively.

At final checkpoints with approximately matched theoretical cumulative training FLOPs, 67B SST has the lowest reported EMA-200 training LM loss: 1.5900 versus 1.6006 for 47B classic and 1.5921 for 63B classic, improvements of 0.0106 and 0.0021 respectively. · CiteArk

Measurement results

0/12 assessed

0 supported0 disputed or conflicting12 not assessed

The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.

Each row is a measurement with its reported value, latest available observation, and cumulative evidence state.
Metric and conditions	Reported	Latest observation	Evidence judgment
model: 67B SST · checkpoint: final · training_tokens_billion: 390.54	1.59 loss	—	Not assessed
model: 47B classic · checkpoint: final · training_tokens_billion: 443.16	1.6006 loss	—	Not assessed
model: 63B classic · checkpoint: final · training_tokens_billion: 334.62	1.5921 loss	—	Not assessed
model: 67B SST · comparison: 47B classic	-0.0106 loss	—	Not assessed
model: 67B SST · comparison: 63B classic	-0.0021 loss	—	Not assessed
model: 63B classic · comparison: 47B classic	-0.0085 loss	—	Not assessed
model: 47B classic	443.16 billion tokens	—	Not assessed
model: 63B classic	334.62 billion tokens	—	Not assessed
model: 47B classic	1 fraction of 47B reference	—	Not assessed
model: 63B classic · qualifier: approximately	1 fraction of 47B reference	—	Not assessed
model: 67B SST · qualifier: approximately · includes_source_stage: true	1 fraction of 47B reference	—	Not assessed
model: 47B classic · qualifier: approximately	5,168,360,000,000,000,000,000 FLOPs	—	Not assessed

At final checkpoints with approximately matched theoretical cumulative training FLOPs, 67B SST has the lowest reported EMA-200 training LM loss: 1.5900 versus 1.6006 for 47B classic and 1.5921 for 63B classic, improvements of 0.0106 and 0.0021 respectively.

Reported and observed measurements

Assessments (0)

Runs (0)

Measurement results