| # ✅ 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 | |
| - [x] Model appears in UI dropdowns | |
| - [x] API server starts without errors | |
| - [x] Local base model accessible | |
| - [x] Gradio interface running | |
| - [x] No cache errors | |
| - [x] 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* ✅ | |