2026-06-24 08:20:32,690 [INFO] Target compute device selected: cpu
2026-06-24 08:20:32,696 [INFO] ======================================
2026-06-24 08:20:32,697 [INFO] Profiling and evaluating Original Base Student Model (1.5B)...
2026-06-24 08:20:32,698 [INFO] ======================================
2026-06-24 08:20:54,647 [INFO] ======================================
2026-06-24 08:20:54,648 [INFO] Synthesizing the hybrid CDMP ICED Model...
2026-06-24 08:20:54,649 [INFO] ======================================
2026-06-24 08:20:54,650 [INFO] === STEP 1: Loading student tokenizer ===
2026-06-24 08:20:54,898 [INFO] === STEP 2: Loading student base model as structural target ===
2026-06-24 08:20:57,325 [INFO] Detected 24 layers in Student Model (Qwen/Qwen2.5-0.5B)
2026-06-24 08:20:57,524 [INFO] === STEP 3: Loading Teacher Base Model and filtering active keys to conserve RAM ===
2026-06-24 08:27:53,269 [INFO] Detected 64 layers in Teacher Base Model (Qwen/Qwen2.5-32B)
2026-06-24 08:28:21,610 [INFO] === STEP 4: Loading Teacher Instruct Model and progressively filtering layers ===
2026-06-24 08:35:44,038 [INFO] === STEP 5: Progressively decomposing and projecting 7B shadows down to 1.5B dimensions ===
2026-06-24 08:40:00,194 [INFO] === STEP 6: Injecting projected 7B shadow into 1.5B student manifold ===
2026-06-24 08:40:01,322 [INFO] Assembling and instantiating final QISI student assets...
2026-06-24 08:40:03,722 [INFO] Successfully merged and projected 7B Instruct alignments into 1.5B Base Student!
2026-06-24 08:40:03,728 [INFO] Profiling and evaluating synthesized CDMP ICED Model...
2026-06-24 08:40:15,575 [INFO] Production-ready causal weights successfully saved to: ./slm_fridge_iced_model_production
2026-06-24 08:40:15,582 [INFO] Successfully generated comparison report and exported to: ./slm_fridge_iced_model_production/README.md
2026-06-24 08:40:15,588 [INFO] Uploading model assets to Hugging Face Hub Registry: loaiabdalslam/SLM-FRIDGE-ICED-0.5B-32BQWEN-Shdow