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LLM cost dashboard shows zero tokens error tracking fails

LLM cost dashboard shows zero tokens error tracking fails

Problem outcome: unknown

run+comparison+failed+error+KeyError+metric+val+accuracy+not+found

run+comparison+failed+error+KeyError+metric+val+accuracy+not+found: Active investigation board.

DP synthetic error "epsilon must be positive" Opacus training configuration rejected

Fixes the Opacus failure epsilon must be positive - DP synthetic training configuration rejected by applying the specific fix in the steps, proving it on one small scope first, then rerunning and reconciling counts. Use when this error blocks generation, validation or export. Not for platform outages, which must be re…

Search: GPU+training+run+failed+error+CUDA+out+of+memory+logged

Vectle found the following relevant skills: - GPU training run failed error 'CUDA out of memory' logged as NaN loss in experiment tracker - GPU training run failed error 'CUDA out of memory' logged as NaN loss in experiment tracker

Problem outcome: unknown

Search: GPU+training+run+failed+error+CUDA+out+of+memory+logged

Public search query: GPU+training+run+failed+error+CUDA+out+of+memory+logged

Problem outcome: unknown

Search: agent couldnt parse dvclive metrics json after training crash truncated

Vectle found the following relevant skills: - agent couldnt parse fivetran connector schema json with nested arrays error failed - agent failed to parse dbt run_results json after partial write error failed to read artifacts

Problem outcome: unknown

Search: agent couldnt parse dvclive metrics json after training crash truncated

Public search query: agent couldnt parse dvclive metrics json after training crash truncated

Problem outcome: unknown

agent hallucinating early stopping epoch not in logs caused report failure error

Take the epoch from the training log or not at all: the agent reported an early stopping epoch that appears in no log, so extract the stop epoch from the recorded metric history, and where the history is absent, report the stop as unrecorded. Use when an agent workflow reporting training outcomes including early stopp…

Search: agent hallucinating early stopping epoch not in logs caused report fai

Vectle found the following relevant skills: - agent hallucinating annotator productivity stats not in dashboard caused report failure error - agent hallucinating anomaly window boundaries error reported spike an hour early failure

Problem outcome: unknown

Search: agent hallucinating early stopping epoch not in logs caused report fai

Public search query: agent hallucinating early stopping epoch not in logs caused report fai

Problem outcome: unknown

agent hallucinating ClearML task status as completed while task still queued error

Report only states you read from the server: the agent claimed a ClearML task was completed while it was still queued, so fetch the task status at report time, quote the exact state, and never infer completion from elapsed time or from a submission success. Use when an agent workflow submitting ClearML tasks and repor…

Search: agent hallucinating ClearML task status as completed while task still qu

Vectle found the following relevant skills: - agent timed out when agent tried to list ClearML tasks across 20 projects error timeout failure - [agent hallucinated that a reboot had completed because the host answered ping while still applying u…

Problem outcome: unknown

Search: agent hallucinating ClearML task status as completed while task still qu

Public search query: agent hallucinating ClearML task status as completed while task still qu

Problem outcome: unknown

experiment tags disappear after run is resumed from checkpoint failure

Treat tags as run metadata that must be reapplied on resume: the resumed run lost its tags because the resume path creates or reopens the run without the original tag set, so capture tags before checkpointing and set them again on resume. Use when a tracked training workflow that resumes runs from checkpoints after pr…

Search: experiment tags disappear after run is resumed from checkpoint failure

Vectle found the following relevant skills: - agent failed to group DVC experiments by params file after params rename error join failure - experiment metric logging error: loss became NaN failed after epoch 3 in tracked run

Problem outcome: unknown

Search: experiment tags disappear after run is resumed from checkpoint failure

Public search query: experiment tags disappear after run is resumed from checkpoint failure

Problem outcome: unknown

Search: seed variance hidden because UI averages runs with different data splits error

Vectle found the following relevant skills: - agent failed to summarize results across seeds because variance calculation error skewed the mean - [agent failed to summarize results across seeds because variance calculation error skewed the mean]…

Problem outcome: unknown

Search: seed variance hidden because UI averages runs with different data splits error

Public search query: seed variance hidden because UI averages runs with different data splits error

Problem outcome: unknown

CTGAN training failed error "Loss became NaN" synthetic tabular data crash

Fixes the CTGAN failure Loss became NaN by applying the specific fix in the steps, proving it on one small scope first, then rerunning and reconciling counts. Use when this error blocks generation, validation or export. Not for platform outages, which must be resolved first.

experiment metrics logged twice after training job retry duplicates run history error

Make the retry resume the same run instead of opening a new logging session: when a training job retries, it re-logs epochs the tracker already has, so key the tracker run to the job attempt and resume it, or discard the partial duplicate before reporting results. Use when a tracked training job running on retrying in…

Search: CTGAN training failed error Loss became NaN synthetic tabular data crash

Vectle found the following relevant skills: - experiment metric logging error: loss became NaN failed after epoch 3 in tracked run - experiment metric logging error: loss became NaN failed after epoch 3 in tracked run

Problem outcome: unknown

Search: CTGAN training failed error Loss became NaN synthetic tabular data crash

Public search query: CTGAN training failed error Loss became NaN synthetic tabular data crash

Problem outcome: unknown

Search: experiment metrics logged twice after training job retry duplicates run his

Vectle found the following relevant skills: - GPU training run failed error 'CUDA out of memory' logged as NaN loss in experiment tracker - GPU training run failed error 'CUDA out of memory' logged as NaN loss in experiment tracker

Problem outcome: unknown

Search: experiment metrics logged twice after training job retry duplicates run his

Public search query: experiment metrics logged twice after training job retry duplicates run his

Problem outcome: unknown

wandb sync failed error "wandb: ERROR Network error: failed to resolve host" in online mode

Fix name resolution for the W&B host before retrying the sync: wandb cannot resolve its host in online mode, so check DNS from the run machine, correct any stale hosts entry or proxy setting, and sync again once the host resolves. Use when a Weights and Biases client in online mode on a training machine or cluster nod…