TETRACTA · MODEL X-RAY

Before / after comparison

Two artifacts compared under one fixed measurement contract
Depth view · Decision, output status, available verification evidence and categorical depth observations
VG1 · betars-1.7 · rp-1.3
A · SOURCE
Qwen/Qwen2.5-7B
@ d149729398750b98c0af14eb82c78cfe92750796
Reference artifact
→
B · AFTER
Qwen/Qwen2.5-7B
@ d149729398750b98c0af14eb82c78cfe92750796
Candidate artifact
○
VALIDATION-PENDING DESCRIPTIVE RESULT · no calibrated risk or pass/fail grade
No difference observed
No evaluated response difference met the versioned instrument decision rule under this exact comparison contract.
Internal response
Not observed
Response difference on the evaluated set
Text output
Unchanged on sampled inputs
All evaluated generated continuations match under exact token-sequence comparison. The comparison uses the same tokenizer and greedy-generation contract; it is not a semantic-quality judgment.
Repeat check
Single record
No repeat-check summary is included in this copy.

Included summaries Content and scope, not a quality or risk grade

Record or summaryThis report
Measurement summaryIncluded
Repeat-check summaryNot included
Same-artifact control summaryNot included
Underlying recordsRetained in the VG1 archive; not included in this copy
Operational receiptNot included · unsigned review copy
Statistical noise envelopeNot certified

Repeat and control details

Repeat checkOne measurement is summarized; no repeat-check summary is included in this copy.
Same-artifact controlNo matching same-artifact control summary is included in this copy.
Operational receiptNo customer-verifiable signed receipt is included in this HTML copy. No signature or deletion claim is made.
Noise-floor statusNo model-specific statistical noise envelope is certified by this report.

What this means for you

MeasuredThe instrument found no response difference on this fixed input set. This does not establish that the artifacts are equivalent on other inputs or tasks.
Text outputThe output-text comparison did not observe a change.
PriorityRetain this as a bounded reference. Neither comparison found a change on its evaluated set. Use the pinned record for later comparisons; it does not establish equivalence on unseen inputs.

How the finding was decided

The reported internal finding uses the fixed, thresholded decision rule recorded for mv-1.4; it is not a test for any non-zero floating-point value. This rule is not, by itself, a measured noise floor for this model.

Text output is evaluated separately under exact greedy token-sequence comparison. The outcome is on the fixed input set, not a population rate or a capability score.

Structural coverage: 24 contributing probes per evaluated position. This is neither the number of output continuations nor a count of independent tasks.

Observed responses through the model

No difference was observed at any evaluated position under this contract.

embedding output: not evaluatedEmbdecoder block 1 output: not evaluateddecoder block 2 output: not evaluateddecoder block 3 output: not evaluateddecoder block 4 output: no difference observed4decoder block 5 output: no difference observeddecoder block 6 output: no difference observeddecoder block 7 output: no difference observeddecoder block 8 output: no difference observed8decoder block 9 output: no difference observeddecoder block 10 output: no difference observeddecoder block 11 output: no difference observeddecoder block 12 output: no difference observed12decoder block 13 output: no difference observeddecoder block 14 output: no difference observeddecoder block 15 output: no difference observeddecoder block 16 output: no difference observed16decoder block 17 output: no difference observeddecoder block 18 output: no difference observeddecoder block 19 output: no difference observeddecoder block 20 output: no difference observed20decoder block 21 output: no difference observeddecoder block 22 output: no difference observeddecoder block 23 output: no difference observeddecoder block 24 output: no difference observed24decoder block 25 output: no difference observeddecoder block 26 output: no difference observeddecoder block 27 output: no difference observedfinal normalized output: no difference observedFinal
difference observedno difference observednot evaluated

0 of 25 evaluated positions show a difference. This count describes the reach of the observed response, not its size or the number of changed weights.

Recorded outputObservation
embedding output through decoder block 3 outputnot evaluated
decoder block 4 output through decoder block 27 outputno difference observed
final normalized outputno difference observed

Blocks are numbered from 1. Final is the output after the last normalization; the last block before normalization is not separately displayed. Not evaluated means no observation was made there; it is not a below-threshold result.

A difference can propagate from one output to later outputs. This view does not locate edited weights, identify a cause or show which capabilities changed. Controlled small-model findings are not a validation result for this model or execution environment.

What differs between A and B

Artifact metadataRecorded comparison
Model configuration semanticsmatched
Tokenizer semanticsmatched
Generation settings semanticsmatched

Recorded relation: combined artifact change. Do not attribute the finding to fine-tuning or weights alone.

Matched refers only to the recorded semantic summaries. It does not mean the complete artifacts are identical. Different configurations, tokenizers or generation settings can matter alongside weight changes.

Measured weight changes Same artifact pair and recorded response measurement

Overall relative weight change: 0.0%. Internal response: No difference observed. Text output: Unchanged on the evaluated inputs.

Coverage: 339 unique parameter tensors; 7615616512 values. All declared floating parameters were checked; 0 shared names were counted once. Buffers are outside this weight summary.

Numerical validity: all checked values are finite. Observed precision: bfloat16. Zero values: reference 17928, candidate 17928.

Parameter groupRelative changeAbsolute L2 changeRecorded response after the block
Decoder block 10.0%0.0Not evaluated
Decoder block 20.0%0.0Not evaluated
Decoder block 30.0%0.0Not evaluated
Decoder block 40.0%0.0No difference observed
Decoder block 50.0%0.0No difference observed
Decoder block 60.0%0.0No difference observed
Decoder block 70.0%0.0No difference observed
Decoder block 80.0%0.0No difference observed
Decoder block 90.0%0.0No difference observed
Decoder block 100.0%0.0No difference observed
Decoder block 110.0%0.0No difference observed
Decoder block 120.0%0.0No difference observed
Decoder block 130.0%0.0No difference observed
Decoder block 140.0%0.0No difference observed
Decoder block 150.0%0.0No difference observed
Decoder block 160.0%0.0No difference observed
Decoder block 170.0%0.0No difference observed
Decoder block 180.0%0.0No difference observed
Decoder block 190.0%0.0No difference observed
Decoder block 200.0%0.0No difference observed
Decoder block 210.0%0.0No difference observed
Decoder block 220.0%0.0No difference observed
Decoder block 230.0%0.0No difference observed
Decoder block 240.0%0.0No difference observed
Decoder block 250.0%0.0No difference observed
Decoder block 260.0%0.0No difference observed
Decoder block 270.0%0.0No difference observed
Decoder block 280.0%0.0Final normalized output: no difference observed
Other registered parameters0.0%0.0No matching block output

Relative change uses the reference norm; a zero reference has no relative percentage. Shared parameters belong to their first recorded group. The last block output is not separately measured; its row shows the final normalized output. Weight changes locate parameters to inspect, while response differences can propagate from earlier blocks. Neither identifies the cause of a task outcome.

Use the changed groups to choose targeted follow-up evaluations. No observed response difference does not establish equivalence, and a larger weight change is not a quality or severity score.

Recommended next checks Guidance, not a measurement

  1. Control the comparison contractReview the metadata differences above. Establish comparable tokenizer and generation settings before interpreting an output comparison; preserve each artifact revision.
  2. Run the relevant regression setCompare A and B on the tasks your users rely on, including output format and failure cases. Set acceptance criteria before inspecting the results.
  3. Keep an auditable decisionRetain this report with the task results and deployment revision. Separate the measured observation from your release decision.

Provenance and record

InstrumentVG1
Measurement contractmv-1.4
Report schema / presentationrs-1.7 / rp-1.3

No operational receipt is included in this copy. No signing or deletion claim is made.

Recorded context

Pin these fields when you diff this report against a future scan. Matching context is a prerequisite for interpretation, not proof of the cause of a difference. These recorded public identities help identify the input artifacts. This review copy is unsigned; no customer verification receipt is attached.

Run window (UTC)2026-09-10 20:28:39 UTC to 2026-09-10 20:43:43 UTC
Model referenceQwen/Qwen2.5-7B → Qwen/Qwen2.5-7B
Artifact evidenceArtifact-identity and measurement records are preserved in the VG1 archive; this HTML contains no model weights
HF revisionA: d149729398750b98c0af14eb82c78cfe92750796 · B: d149729398750b98c0af14eb82c78cfe92750796
Probe set / scan configps-1.1 / sc-1.0
Reference setno release reference set; estimator validation pending
Report schemars-1.7
Compute isolationmanaged compute; infrastructure identity is withheld
Runtime envelopefixed release configuration; bitwise equality across device types is not guaranteed

Reading this report alongside another scan

Check the artifact pair, revisions and measurement contract first. The categorical findings describe each recorded comparison; they do not rank different models. A different contract or execution environment needs its own comparability evidence. No numerical severity score is supplied.

Use as a checkpoint reference

For supported checkpoint comparisons, retain the starting revision, this measurement contract and the output settings with your training record. Compare the next checkpoint against that same reference, then retain its task results alongside the scan.

For the next checkpointRecord alongside this scan
Reference and candidateExact repository revisions
Comparable measurementSame instrument, input contract and approved execution profile
Training changeYour fine-tune, merge or pruning record
Adoption decisionYour task acceptance results and deployment revision

A reference record supports change tracking. It does not define an optimal model or a target score for training. Simulation results describe the simulated state; actual checkpoint changes require their own before/after comparison.

Your findings and the protected instrument

Delivered to you

The observation, output-text status, artifact context and, where applicable, metadata comparison, plus provenance and categorical depth detail when included.

Kept private

Raw profiles, per-item records, probe construction, thresholds, transformations and internal traces. The report contains no model weights, credentials or infrastructure identifiers.

Honesty box — scope and limits

This descriptive result does not identify cause, capability, quality, safety or deployment impact. It is not a task-quality measurement. Do not target a layer or make a shipping decision from this report alone. No calibrated risk or pass/fail grade is assigned. No cross-model ranking or cross-device bitwise-equality claim is made.

Historical results under superseded estimators do not validate this release. The categorical depth view, when included, describes recorded responses; it is not a diagnosis of edited weights.