templates/datasets/readme.md

metadata

dataset_info:
  features:
    - name: experiment_id
      dtype: string
    - name: name
      dtype: string
    - name: description
      dtype: string
    - name: created_at
      dtype: string
    - name: status
      dtype: string
    - name: metrics
      dtype: string
    - name: parameters
      dtype: string
    - name: artifacts
      dtype: string
    - name: logs
      dtype: string
    - name: last_updated
      dtype: string
  splits:
    - name: train
      num_bytes: 4945
      num_examples: 2
  download_size: 15529
  dataset_size: 4945
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
tags:
  - trackio
  - tonic
  - experiment tracking

Trackio Experiments Dataset

This dataset stores experiment tracking data for ML training runs, particularly focused on SmolLM3 fine-tuning experiments.

Dataset Structure

The dataset contains the following columns:

• experiment_id: Unique identifier for each experiment
• name: Human-readable name for the experiment
• description: Detailed description of the experiment
• created_at: Timestamp when the experiment was created
• status: Current status (running, completed, failed, paused)
• metrics: JSON string containing training metrics over time
• parameters: JSON string containing experiment configuration
• artifacts: JSON string containing experiment artifacts
• logs: JSON string containing experiment logs
• last_updated: Timestamp of last update

Usage

This dataset is automatically used by the Trackio monitoring system to store and retrieve experiment data. It provides persistent storage for experiment tracking across different training runs.

Integration

The dataset is used by:

• Trackio Spaces for experiment visualization
• Training scripts for logging metrics and parameters
• Monitoring systems for experiment tracking

Privacy

This dataset is private by default to ensure experiment data security. Only users with appropriate permissions can access the data.

Examples

Sample Experiment Entry

{
  "experiment_id": "exp_20250720_130853",
  "name": "smollm3_finetune",
  "description": "SmolLM3 fine-tuning experiment",
  "created_at": "2025-07-20T11:20:01.780908",
  "status": "running",
  "metrics": "[{\"timestamp\": \"2025-07-20T11:20:01.780908\", \"step\": 25, \"metrics\": {\"loss\": 1.1659, \"accuracy\": 0.759}}]",
  "parameters": "{\"model_name\": \"HuggingFaceTB/SmolLM3-3B\", \"batch_size\": 8, \"learning_rate\": 3.5e-06}",
  "artifacts": "[]",
  "logs": "[]",
  "last_updated": "2025-07-20T11:20:01.780908"
}

License

This dataset is part of the Trackio experiment tracking system and follows the same license as the main project.