⚡ Fast GPU transcription using faster-whisper on RunPod serverless.

1. Create RunPod Endpoint: Serverless → New Endpoint
2. GitHub Integration: Select this repository
3. GPU: RTX 4090 or RTX 3080
4. Environment Variables:
   • WHISPER_MODEL=medium
   • WHISPER_COMPUTE_TYPE=float16

curl -X POST "https://api.runpod.ai/v2/YOUR_ENDPOINT_ID/runsync" \ -H "Authorization: Bearer YOUR_API_KEY" \ -H "Content-Type: application/json" \ -d @test_input.json

• RTF: 0.02-0.05 (20x faster than real-time)
• 2-minute audio: ~2-6 seconds processing
• Cold start: ~10-30 seconds

• rp_handler.py - Main transcription handler
• requirements.txt - Minimal dependencies
• Dockerfile - Container setup
• test_input.json - Test payload