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dumont-job-test
marcosremar2/dumont-job-test
dumont-job-test is a machine learning model from marcosremar2. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Quick fine-tuning test for Dumont Cloud Jobs feature.
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Public
Updated Dec 22, 2025
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.py7.9 KB · 77%
At a glance
- Access
- Public
- Created
- Dec 22, 2025
- Updated
- Dec 22, 2025
- SHA
- ca7c90f5
Model card
From the Hugging Face model README
Dumont Cloud Job Test
Quick fine-tuning test for Dumont Cloud Jobs feature.
What this does
- Loads Qwen2.5-0.5B-Instruct (small, fast model)
- Fine-tunes for 3 steps (just to test the pipeline)
- Saves the model to /workspace/output
- Creates completion marker at /workspace/.job_complete
Expected runtime
~2-5 minutes on any GPU
Usage with Dumont Cloud Jobs
# Via CLI
dumont job create --hf-repo marcosremar2/dumont-job-test --gpu "RTX 4090"
# Via API
POST /api/v1/jobs
{
"name": "Quick Fine-tune Test",
"source": "huggingface",
"hf_repo": "marcosremar2/dumont-job-test",
"gpu_type": "RTX 4090"
}
Files
train.py- Main training scriptrequirements.txt- Dependencies (torch, transformers, datasets, accelerate)
- Created
- Dec 22, 2025
- Updated
- Dec 22, 2025