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agent couldnt parse dvclive metrics json after training crash truncated file error

Recover metrics from the run, not from the truncated file alone: dvclive metrics JSON was cut mid-write by the training crash, so salvage the complete records before the truncation point, and treat the run as crashed rather than reading the file as finished. Use when an agent workflow reading dvclive metrics from comp…

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parser failed on delta lake transaction log with corrupted checkpoint error agent failed read

Restore the checkpoint before reading the log: a corrupted Delta transaction log checkpoint means the Parquet checkpoint file is damaged or truncated, so rebuild state from the JSON log files or restore the checkpoint from a backup, and never edit log files by hand. Use when an agent or a reader opening a Delta table …

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offline runs never sync because sync job looks in wrong log directory failure

Point the sync job at the directory the runs actually wrote to: offline runs never sync because the sync process scans a different log directory than the training jobs use, so align the run directory setting across training and sync, then run the sync over the backlog. Use when a Weights and Biases or similar offline …

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how to fix checkpoint corruption error 'PytorchStreamReader failed reading zip archive'

PytorchStreamReader failing means the checkpoint file, which is a zip archive, is damaged or incomplete: verify the file size against the source, test the archive's integrity directly, and re-copy or regenerate the checkpoint. Use when loading a PyTorch checkpoint saved in the modern zip format. Not for a checkpoint w…

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model checkpoint save failed with OSError error 'No space left on device' during training run

No space left is a filesystem fact, not a training bug: check free space and inode counts on the checkpoint filesystem, then clear the real consumer, which is usually old checkpoints kept by an unbounded keep-all setting, event files, or other jobs sharing the volume. Use when a long training run saving checkpoints to…

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TensorBoard scalar logging failed error 'ValueError: Duplicate tag name' in run summary

Tag names must be unique within a run's summary namespace: the duplicate comes from two code paths, often a callback and manual logging, writing the same tag, or from a tag built in a loop without the distinguishing index. Use when a training job logging scalars from multiple components into TensorBoard. Not for the s…

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TensorBoard event file corrupted error 'DataLossError: truncated record at' failed to load

A truncated record means the event file ends mid-record, almost always because the writing process died or the file was copied while being written: the data up to the truncation is readable, so copy the file, read it with a tolerant reader that stops at the bad record, and treat the run's tail as lost. Use when a Tens…

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