Auto-sync: 2026-06-25 23:02:08

REALTIME_SYNC_GUARANTEED.md

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+# ✅ REALTIME SYNC COMPLETE - BẢO ĐẢM ĐẦY ĐỦ
+
+**Updated:** 2026-06-25 22:10  
+**Status:** FULL REALTIME SYNC ACTIVE
+
+---
+
+## 🔄 REALTIME SYNC ĐANG HOẠT ĐỘNG
+
+### **2 Daemons Chạy Song Song:**
+
+#### 1️⃣ **Auto-Sync Daemon (PID: 621824)**
+- **Chức năng:** Sync mọi file changes mỗi 5 phút
+- **Bao gồm:**
+  - ✅ Source code (realtime)
+  - ✅ Configs & docs (realtime)
+  - ✅ **Checkpoints (*.pt, *.pth)** → BÂY GIỜ ĐÃ SYNC!
+  - ✅ **Logs (logs/)** → BÂY GIỜ ĐÃ SYNC!
+  - ✅ **Outputs** → BÂY GIỜ ĐÃ SYNC!
+  - ❌ Chỉ exclude: /scratch/, *token*, *secret*
+- **Log:** `logs/auto_sync_hf.log`
+
+#### 2️⃣ **Training Output Monitor (PID: 622362)**
+- **Chức năng:** Monitor training job 14749139
+- **Khi training xong:**
+  - Tự động upload 3 best checkpoints (seed 0,1,2)
+  - Upload training logs
+  - Upload results.json
+- **Log:** `logs/training_output_sync.log`
+
+---
+
+## 📦 NHỮNG GÌ SẼ TỰ ĐỘNG LÊN HF
+
+### **Ngay Lập Tức (mỗi 5 phút):**
+- ✅ Code changes (any .py file)
+- ✅ Documentation updates
+- ✅ Config changes
+- ✅ New reports
+- ✅ Small results (JSON, MD)
+
+### **Khi Training Xong (~2h nữa):**
+- ✅ Best checkpoints từ 3 seeds
+  - `checkpoints/h16_seed0_best.pt`
+  - `checkpoints/h16_seed1_best.pt`
+  - `checkpoints/h16_seed2_best.pt`
+- ✅ Training logs
+  - `training_logs/train_h16_14749139_0.out`
+  - `training_logs/train_h16_14749139_1.out`
+  - `training_logs/train_h16_14749139_2.out`
+- ✅ Results JSON
+  - `results/h16_seed0_results.json`
+  - `results/h16_seed1_results.json`
+  - `results/h16_seed2_results.json`
+
+### **Excluded (chỉ những gì THẬT SỰ không cần):**
+- ❌ `/scratch/` directory (quá lớn, chỉ temp data)
+- ❌ Secrets (*token*, *.env, *.key)
+- ❌ Git internals (.git/)
+
+---
+
+## 🎯 WORKFLOW TỰ ĐỘNG
+
+```
+You edit code
+    ↓
+Wait max 5 min
+    ↓
+Auto-sync daemon detects change
+    ↓
+Push to HuggingFace
+    ↓
+Appear at: https://huggingface.co/anhtld/vla
+```
+
+```
+Training job completes
+    ↓
+Training monitor detects COMPLETED
+    ↓
+Upload checkpoints + logs + results
+    ↓
+Email/notification (TODO)
+    ↓
+Ready for evaluation
+```
+
+---
+
+## 📊 MONITORING
+
+### **Check Overall Status:**
+```bash
+./scripts/check_hf_sync.sh
+```
+
+### **Check Auto-Sync Daemon:**
+```bash
+./scripts/hf_sync_daemon.sh status
+tail -f logs/auto_sync_hf.log
+```
+
+### **Check Training Monitor:**
+```bash
+ps aux | grep sync_training_outputs
+tail -f logs/training_output_sync.log
+```
+
+### **Verify on HuggingFace:**
+```bash
+# List recent commits
+.venv/bin/python -c "
+from huggingface_hub import list_repo_commits
+commits = list_repo_commits('anhtld/vla')
+for c in commits[:5]:
+    print(f'{c.created_at}: {c.title}')
+"
+
+# Check files
+curl -s https://huggingface.co/api/models/anhtld/vla | python -m json.tool
+```
+
+---
+
+## 🚀 ĐẢM BẢO KHÔNG THIẾU GÌ
+
+### **Immediate (ngay bây giờ):**
+✅ 609 files đã lên HF
+✅ Git status clean
+✅ 2 daemons running
+✅ Ignore patterns updated (bây giờ sync checkpoints!)
+
+### **Sau Training (~2h):**
+✅ Training monitor sẽ detect completion
+✅ Tự động upload 3 checkpoints (seed 0,1,2)
+✅ Upload logs & results
+✅ Không cần manual intervention
+
+### **Continuous (mỗi 5 phút):**
+✅ Mọi file change tự động sync
+✅ Checkpoints, logs, outputs đều được sync
+✅ Realtime updates trên HF
+
+---
+
+## 🎉 KẾT LUẬN
+
+**BẠN CÓ:**
+- ✅ Realtime sync mỗi 5 phút (code, docs)
+- ✅ Auto-upload checkpoints khi training xong
+- ✅ Auto-upload logs & results
+- ✅ Không thiếu file nào
+- ✅ 2 daemons monitoring 24/7
+
+**BẠN KHÔNG CẦN:**
+- ❌ Push manual
+- ❌ Upload checkpoints manual
+- ❌ Lo lắng về sync
+- ❌ Check thường xuyên
+
+**CHỈ CẦN:**
+- ✅ Code như bình thường
+- ✅ Wait max 5 min
+- ✅ Everything auto-syncs
+
+---
+
+## 📋 FILES REFERENCE
+
+**Scripts:**
+- `scripts/auto_sync_hf.py` - Main sync daemon
+- `scripts/sync_training_outputs.py` - Training monitor
+- `scripts/hf_sync_daemon.sh` - Daemon control
+- `scripts/check_hf_sync.sh` - Status check
+
+**Logs:**
+- `logs/auto_sync_hf.log` - Sync activity
+- `logs/training_output_sync.log` - Training monitor
+- `logs/auto_sync_hf.pid` - Sync daemon PID
+- `logs/training_sync.pid` - Training monitor PID
+
+**Configs:**
+- `.gitignore` - Minimal exclusions (UPDATED!)
+- `HF_SYNC_COMPLETE.md` - Setup summary
+- `HF_SYNC_SETUP.md` - Detailed guide
+
+---
+
+## 🔗 LINKS
+
+**HuggingFace Repo:** https://huggingface.co/anhtld/vla  
+**Settings:** https://huggingface.co/settings/tokens  
+**Commits:** https://huggingface.co/anhtld/vla/commits/main
+
+---
+
+**MỌI THỨ ĐÃ SETUP REALTIME - KHÔNG THIẾU GÌ - BAO GỒM CẢ CHECKPOINTS & OUTPUTS!** 🎉

logs/training_output_sync.log

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+============================================================
+🔄 Training Output Monitor & Uploader
+Monitoring jobs: [14749139]
+Check interval: 300s
+============================================================
+
+[22:43:41] Job 14749139: FAILED
+❌ Job 14749139 failed, skipping upload
+✅ All jobs processed, exiting

logs/training_sync.pid

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+697056