> ## Documentation Index
> Fetch the complete documentation index at: https://starforge.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Jobs Page

> Job list and details: charts, logs, validation samples, system monitoring, AI diagnostics

## Job list (/jobs)

Real-time view of all jobs: status, method, GPU count, duration, retry count, sweep badges. Filter by status / user / project. Inline actions: stop, pause, resume, delete.

<Frame caption="Jobs list. Filter by status or project; click a row for details.">
  <img src="https://mintcdn.com/starforge/GatXR2rI5-_Vm4_H/images/console/jobs.png?fit=max&auto=format&n=GatXR2rI5-_Vm4_H&q=85&s=daa2d6bc21d7efdfce3d1690f9ca6bad" alt="StarForge jobs list" width="2160" height="1350" data-path="images/console/jobs.png" />
</Frame>

## Job details

Click into any job to see six tabs:

### Charts

Training scalar time series: loss, reward, KL, gradient norm, learning rate… Features:

* Width-adaptive downsampling (LTTB), so large runs stay smooth;
* Step-window zooming and incremental refresh (new points appended every few seconds while running);
* Metric alias normalization (`train_loss` / `loss` displayed as one source);
* Pin charts to the first slots in their group; pin order is stored per project in this browser and reused across that project's runs;
* CSV export.

Environment custom metrics (e.g. `env/tool_success_rate`) are displayed alongside training scalars from the same source.

<Frame caption="Charts tab: reward, accuracy, and train scalars while a job is running.">
  <img src="https://mintcdn.com/starforge/GatXR2rI5-_Vm4_H/images/console/job-charts.png?fit=max&auto=format&n=GatXR2rI5-_Vm4_H&q=85&s=f0cbc511c02bb6a4b59b74c5575899ce" alt="StarForge job charts" width="2160" height="1350" data-path="images/console/job-charts.png" />
</Frame>

### Logs

Full log stream: live SSE follow while running (auto-resume on disconnect), historical window playback, full-text search, download. A ring buffer protects against extremely long logs, so the browser never gets dragged down.

<Frame caption="Logs tab: live follow, search, download.">
  <img src="https://mintcdn.com/starforge/GatXR2rI5-_Vm4_H/images/console/job-logs.png?fit=max&auto=format&n=GatXR2rI5-_Vm4_H&q=85&s=5ad0cdeb7dd0c6f47ec37c67da0308cc" alt="StarForge job logs" width="2160" height="1350" data-path="images/console/job-logs.png" />
</Frame>

### Validation

Per-round validation sample browsing: multi-turn conversation traces, reward distributions, comparison with the previous round. For RL methods, per-sample reward breakdowns are visible.

<Frame caption="Validation tab: per-round samples and reward breakdowns.">
  <img src="https://mintcdn.com/starforge/GatXR2rI5-_Vm4_H/images/console/job-validation.png?fit=max&auto=format&n=GatXR2rI5-_Vm4_H&q=85&s=21dd72c85dfcbafef1ae9d10527b4ff7" alt="StarForge job validation samples" width="2160" height="1350" data-path="images/console/job-validation.png" />
</Frame>

### System

Hardware time series: GPU utilization, memory, temperature, network throughput. The first place to check whether "training is slow" is a data bottleneck or a communication bottleneck.

### Diagnostics

AI diagnostics: on failure, or on demand. It reads the log tail, metric trends, validation samples, and the config snapshot, then suggests knobs (including a resubmit plan).

### Lineage / Artifacts

Checkpoints / hf\_exports / evaluation reports registered by this run, plus the upstream/downstream chain via `--init-from`.

<Frame caption="Artifacts tab: checkpoints, exports, and lineage.">
  <img src="https://mintcdn.com/starforge/GatXR2rI5-_Vm4_H/images/console/job-artifacts.png?fit=max&auto=format&n=GatXR2rI5-_Vm4_H&q=85&s=405fe0cc4fcf2a7317d8ca78074fd8a0" alt="StarForge job artifacts" width="2160" height="1350" data-path="images/console/job-artifacts.png" />
</Frame>

## Snapshots and comparison

Any job can generate a **share snapshot** (read-only link); comparing multiple runs happens on the [Review page](/en/console/review).