AKSHARA / TEMPORARY STUDY DASHBOARD

Training and testing progress

OCR studio · Research details ? Final analysis & benchmarks

Windows RTX 3050 · One capped training epoch · Validation selects the model · Final test stays sealed until selection.

Connecting

Reading measured run state

Waiting for a progress record.

Frozen training examplesPending

Frozen validation examplesPending

Sealed final-test examplesPending

Measured validation results

Model	Examples	CER	Exact word

No candidate improvement is claimed before a supported validation comparison.

Independent final word-crop results

Sealed; no final results are available.

Model	Examples	Raw CER	NFC CER	Raw WER	NFC WER	Raw exact	NFC exact

Output diagnostics, latency, memory and subgroups

These results cannot change validation-locked selection. Intervals are paired by source-document and duplicate components; verified writer identities are unavailable. API parity remains a separate requirement.

Model handoff

Selection has not been locked.

Checking API availability.

Inference pauses during GPU work. Training completion alone does not prove API parity. Final results describe word crops; writer identity, pretraining overlap and complete human label verification remain unknown.

Failure and recovery

No reported coordinator failure.

Checkpoints are versioned and checksum verified. Smoke and benchmark weights are separate from the full training run.