Faz2: scripts/FAZ2_START.sh

scripts/FAZ2_START.sh

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+#!/bin/bash
+# MeshAI Faz 2 — TRELLIS/Hunyuan LoRA fine-tune (A100 VM)
+# Cloud Shell -> SSH sonrasi tek yapistir.
+set -e
+cd ~/MeshAI_Cloud
+
+export HF_TOKEN="${HF_TOKEN:?HF_TOKEN yok — once: export HF_TOKEN='hf_...'}"
+export HF_REPO=HayrettinIscan/MeshAI-Base-Models
+export HF_REPO_TYPE=model
+export HF_PREPROCESSED_REPO=HayrettinIscan/MeshAI-Preprocessed-4K
+export PYTHONUNBUFFERED=1
+
+pkill -f 'train_pipeline|stream_train|cloud_orchestrator' 2>/dev/null || true
+sleep 1
+mkdir -p checkpoints data/base_models logs
+
+echo "=== Faz2 smoke (16 obje, 1 epoch) ==="
+python3 -u train_pipeline.py --mode faz2 \
+  --epochs 1 \
+  --limit 16 \
+  --lora-rank 8 \
+  --validation-every 50 \
+  --checkpoint-every 10 \
+  --resume_from checkpoints/latest_model.pt
+
+echo "=== Smoke OK ise full (limit=0) ==="
+echo "Calistir:"
+echo "python3 -u train_pipeline.py --mode faz2 --epochs 3 --lora-rank 8 --checkpoint-every 50 --resume_from checkpoints/latest_faz2_model.pt"