# 2026-05-06 — MAGATAMA training count source fix

## Summary

MAGATAMA training UI was still showing `1097` because the dashboard counted the legacy deduplicated fix corpus instead of the current lane-specific RunPod export.

## Root cause

- Dashboard training summary read `getTrainingCorpusStats()` from `gitea-learning-pool/magatamallm/fixes.jsonl`.
- Live Erik state still had a huge raw `fixes.jsonl` and an old dedupe-derived effective count path.
- The actual current training source for RunPod is the lane export under:
  - `training-data/runpod/magatamallm/magatamallm-sft-train.jsonl`
  - `training-data/runpod/magatamallm/magatamallm-sft-eval.jsonl`
  - `training-data/runpod/magatamallm/manifest.json`

## Fix

- `packages/dashboard/src/server.ts` now prefers the lane manifest for `magatamallm` training counts.
- Live summary now uses:
  - `train = 1367`
  - `eval = 152`
  - `totalAfterDedupe = 1519`
  - `duplicatesRemoved = 1368`
- Synced the current local `training-data/runpod/magatamallm/` directory to Erik.
- Restarted `magatama-dashboard`.

## Verified live

Public API now returns:

- `training.collectedExamples = 1367`
- `training.effectiveExamples = 1367`
- `training.evalExamples = 152`
- `training.totalExamples = 1519`
- `training.newSinceLastTraining = 1367`
- `training.collectionsPath = /opt/magatama/training-data/runpod/magatamallm/manifest.json`

## Operator note

If the UI still shows `1097`, it is a browser cache/stale page issue. Hard reload the MAGATAMA dashboard.
