Pr Moviestraining Updated Updated Official

Tutorial: PR MovieSTraining — Updated Guide

• Storage: S3-compatible bucket.
• Data processing: Python (pandas), ffmpeg.
• Model/ML: Hugging Face Transformers or a fine-tunable LLM, multimodal backbone if doing video-to-text.
• Training infra: GPUs (AWS/GCP/Local), PyTorch.
• Orchestration: Airflow or simple cron + scripts.
• CI/CD: GitHub Actions for automated builds and validations.
• Monitoring: logging (structured), basic metrics (loss, generation quality).

Likely Paper:

• Only authenticated users with role >= editor can POST changelog entries.
• Read access follows existing movie visibility rules.

Frontend: