{ "source_model": "Qwen/Qwen3-1.7B", "source_checkpoint": "/content/qwen3_pruning_lab/Qwen3-1.7B/depth_aggressive", "pruning_method": "structured depth pruning", "original_layers": 28, "retained_layers": 24, "removed_layers": [ 9, 14, 19, 7 ], "original_parameters": 1721000000, "pruned_parameters": 1519000000, "parameter_retention_fraction": 0.883, "recovery_steps": 100, "quantization": "Q4_K_M", "gguf_file": "Qwen3-1.7B-Depth-Aggressive-Q4_K_M.gguf", "gguf_size_bytes": 986520640, "sha256": "eb836a316bad3d3672d0e182533f8cb306f5783ae68d9fdb8955c5d2fb1184ae" }