File size: 2,611 Bytes
12d9ada | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 | # ✅ All Issues Resolved - Inference Ready!
## Status: COMPLETE ✅
Both issues have been successfully fixed and verified.
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## 🎯 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
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## 🌐 Access Your Interface
**Gradio Interface**: https://3833be2ce50507322f.gradio.live
**Status**: ✅ Running (Port 7860)
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## 🚀 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
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## 📦 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
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## 📚 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`
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## ✅ 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!
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## 🎉 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!**
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*Fixed: 2024-11-24*
*Files Modified: 2*
*Tests Passed: All* ✅
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