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A newer version of the Gradio SDK is available: 6.5.1

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✅ All Issues Resolved - Inference Ready!

Status: COMPLETE ✅

Both issues have been successfully fixed and verified.

🎯 What Was Fixed

Issue 1: Model Not Appearing in UI ✅

  • Problem: mistral-finetuned-fifo1 not showing in dropdowns
  • Cause: list_models() function didn't check BASE_DIR
  • Solution: Updated function to scan BASE_DIR where models are saved
  • File Modified: interface_app.py (lines 116-136)
  • Result: ✅ Model now appears in all dropdowns

Issue 2: API Server Failing to Start ✅

  • Problem: OSError: Stale file handle when loading model
  • Cause: Inference script tried to load base model from corrupted HF cache
  • Solution: Updated to use local base model (/workspace/ftt/base_models/Mistral-7B-v0.1)
  • File Modified: inference_mistral7b.py (lines 96-112)
  • Result: ✅ API server starts successfully, model loads in ~20 seconds

🌐 Access Your Interface

Gradio Interface: https://3833be2ce50507322f.gradio.live
Status: ✅ Running (Port 7860)

🚀 Quick Start

Test Your Model (Fastest):

  1. Open: https://3833be2ce50507322f.gradio.live
  2. Go to: "🧪 Test Inference" tab
  3. Select: mistral-finetuned-fifo1 from dropdown
  4. Enter your prompt
  5. Click: "🔄 Run Inference"

Start API Server:

  1. Open: https://3833be2ce50507322f.gradio.live
  2. Go to: "🌐 API Hosting" tab
  3. Select: mistral-finetuned-fifo1 from dropdown
  4. Click: "🚀 Start API Server"
  5. Wait ~20 seconds
  6. Server ready at: http://0.0.0.0:8000

📦 Your Model Details

Name: mistral-finetuned-fifo1
Location: /workspace/ftt/semicon-finetuning-scripts/mistral-finetuned-fifo1
Type: LoRA Adapter (161 MB)
Base Model: Mistral-7B-v0.1 (28 GB, local)
Training: 100 samples, 3 epochs on A100 GPU

📚 Documentation

  • Quick Guide: /workspace/ftt/QUICK_INFERENCE_GUIDE.md
  • Detailed Fixes: /workspace/ftt/MODEL_INFERENCE_FIXES.md
  • Setup Info: /workspace/ftt/LOCAL_MODEL_SETUP.md

✅ Verification Checklist

  • Model appears in UI dropdowns
  • API server starts without errors
  • Local base model accessible
  • Gradio interface running
  • No cache errors
  • Ready for inference!

🎉 You're All Set!

Everything is working now. You can:

  1. ✅ See your model in the UI
  2. ✅ Start the API server
  3. ✅ Run inference directly
  4. ✅ Test via API calls

Start testing your fine-tuned model now!

Fixed: 2024-11-24
Files Modified: 2
Tests Passed: All ✅