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2 changes: 1 addition & 1 deletion docs/training.md
Original file line number Diff line number Diff line change
Expand Up @@ -199,7 +199,7 @@ Pulled from the console log and mirrored to W&B.
**Stability and optimization:**

- `optim/grad_norm` — spikes precede divergence.
- `optim/lr`, `optim/zero_grad_ratio` — LR schedule and the fraction of params that received zero gradients (high → dead path or wrong loss masking).
- `optim/lr` — LR schedule.
- For MoE: `max_vio/mean` (load-balancing violation), `routing_confidence/mean` — both are logged when non-zero.

**Performance:**
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