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    Measured evidence

    Continued training

    Loss signals, stability controls, generation gates, reload behavior, and token-scale receipts.

    Recorded finding: The training continuation path is instrumented and produces governed stability evidence.

    On this page

    Currency and next evidence gate

    Decision signals

    Key metrics and controls

    Each value is mapped directly from the recorded summary artifact and retains its experimental, historical, or control context.

    10.437M

    Valid target tokens seen

    Approved continued-training run scale.

    6.4%

    Eval-loss reduction

    First-to-last public aggregate evaluation signal.

    5

    Checkpoint reload checks

    All published reload checks passed.

    FAIL

    Generation gate

    6 hard failures across the approved prompts.

    Source-linked visual evidence

    Readable at a glance. Inspectable in detail.

    Charts are generated from normalized source fields. Every visualization includes its exact values in an accessible table.

    Status matrix

    Generation gate results

    Passed and hard-failure counts in the current public generation gate.

    Finding: The current generation gate fails; no prompt in the published set passed. That held result remains visible.

    Generation gate resultsPassed and hard-failure counts in the current public generation gate. The current generation gate fails; no prompt in the published set passed. That held result remains visible.02356promptsPassedHard failuresPassedPassed0Hard failuresHard failures6
    View source values
    Generation gate results; values in prompts
    GroupCount
    Passed0 prompts
    Hard failures6 prompts

    Method

    How to interpret this pack

    1. Training, post-training evaluation, checkpoint reload, and generation approval are evaluated as distinct controls.
    2. Improved loss signals do not override a failed generation-quality gate.
    Read the complete evidence method

    Claim boundaries

    Generation quality and broad model capability remain under review and are not mature public claims.

    • Aggregate sealed-continuation metrics only.
    • Parameter and token units are normalized; token counts are shown in M where charted.
    • No checkpoint paths, checkpoint hashes, tokenizer hashes, command arguments, source paths, dirty status, raw eval rows, raw sample outputs, prompts, generations, token IDs, logits, private traces, model weights, checkpoints, source internals, or mechanism details are bundled.
    • Generation gate is intentionally published as failed/held, so public capability and production claims remain blocked.
    • No dense-baseline superiority, downstream quality, production-readiness, unrestricted reproducibility, source-release, or proven-breakthrough claim.

    Inspection and reuse

    Downloads and provenance

    Source data

    Machine-readable summary

    The recorded JSON artifact is staged from the governed public evidence pack during the build. Its currency notice determines whether it may be read as current.

    Open source JSON

    Provenance

    Build and evidence receipt

    Use the public build receipt to compare the deployed site source, evidence digest, claim posture, and inference release state.

    Open build receipt

    Continue reviewing

    Related evidence

    measuredreviewed
    Refresh required
    Observed
    Small controlled probes provide measurement signals suitable for engineering decisions and follow-up experiments.
    Supports
    Step counts, throughput ranges, parameter footprint, and pair-work reduction from bounded probes.
    Does not support
    Probe-scale behavior is not a substitute for matched end-to-end production benchmarks.
    Next decisive evidence
    Regenerate from the repaired exact artifact identity and close or retain the phase-41 contract-discovery failure.

    Decision relevance: research · engineering

    Review evidence
    measuredpartial
    Held
    Observed
    The integrated training path runs with observable safety and quality signals.
    Supports
    Bounded throughput, loss, safety-counter, warning, and claim-boundary evidence from the full training path.
    Does not support
    Current evidence does not approve commercial product readiness or unrestricted generation claims.
    Next decisive evidence
    Select one exact run and bind its metrics, receipts, model, data, configuration, and review before refresh.

    Decision relevance: research · diligence

    Review evidence