| 2025-10-09 19:41:43 - experiment_save_merged_model - INFO - Starting merged model save process | |
| 2025-10-09 19:41:43 - experiment_save_merged_model - INFO - Arguments: {'lambdas_path': '/work/gj26/b20042/LLM-AdaMerge/outputs/deepseek-7b/task-wise/cross_entropy-ep3-lr0001-10%dataset-lambda10_wo_scheduler/llm_adamerge_lambdas.json', 'model_config': '/work/gj26/b20042/LLM-AdaMerge/outputs/deepseek-7b/task-wise/cross_entropy-ep3-lr0001-10%dataset-lambda10_wo_scheduler/model_config.yaml', 'output_dir': '/work/gj26/b20042/LLM-AdaMerge/mergekit/outputs/deepseek-7b/llmadamerge/task-wise-cross_entropy-lr0001-ep3-10%dataset/lambda10_wo_scheduler', 'model_name': 'merged-model', 'push_to_hub': False, 'hub_repo_id': 'lejelly/deepseek-ep3-data10-taskwise-lambda10', 'private': False, 'device': 'cuda', 'debug': False} | |
| 2025-10-09 19:41:43 - experiment_save_merged_model - INFO - Loading lambdas from /work/gj26/b20042/LLM-AdaMerge/outputs/deepseek-7b/task-wise/cross_entropy-ep3-lr0001-10%dataset-lambda10_wo_scheduler/llm_adamerge_lambdas.json | |
| 2025-10-09 19:41:43 - experiment_save_merged_model - INFO - Auto-detected parameter-wise merge from JSON structure | |
| 2025-10-09 19:41:43 - experiment_save_merged_model - INFO - Merge type: parameter_wise | |
| 2025-10-09 19:41:43 - experiment_save_merged_model - INFO - [Initial] Memory Usage: | |
| 2025-10-09 19:41:43 - experiment_save_merged_model - INFO - Process: 0.52 GB (0.2%) | |
| 2025-10-09 19:41:43 - experiment_save_merged_model - INFO - System: 7.56 GB / 212.49 GB (8.2%) | |
| 2025-10-09 19:41:43 - experiment_save_merged_model - INFO - Available: 195.12 GB | |
| 2025-10-09 19:41:43 - experiment_save_merged_model - INFO - GPU 0: Allocated: 0.00 GB, Reserved: 0.00 GB, Total: 94.50 GB | |
| 2025-10-09 19:41:43 - experiment_save_merged_model - INFO - Loading models | |
| 2025-10-09 19:41:58 - experiment_save_merged_model - INFO - [After loading models] Memory Usage: | |
| 2025-10-09 19:41:58 - experiment_save_merged_model - INFO - Process: 38.82 GB (18.3%) | |
| 2025-10-09 19:41:58 - experiment_save_merged_model - INFO - System: 46.25 GB / 212.49 GB (29.7%) | |
| 2025-10-09 19:41:58 - experiment_save_merged_model - INFO - Available: 149.45 GB | |
| 2025-10-09 19:41:58 - experiment_save_merged_model - INFO - GPU 0: Allocated: 0.00 GB, Reserved: 0.00 GB, Total: 94.50 GB | |
| 2025-10-09 19:41:58 - experiment_save_merged_model - INFO - Initializing parameter_wise AdaMerge | |
| 2025-10-09 19:43:06 - experiment_save_merged_model - INFO - Loading learned lambdas | |
| 2025-10-09 19:43:06 - experiment_save_merged_model - INFO - Deleting original models to free memory (task vectors already computed) | |
| 2025-10-09 19:43:06 - experiment_save_merged_model - INFO - [Before deleting models] Memory Usage: | |
| 2025-10-09 19:43:06 - experiment_save_merged_model - INFO - Process: 64.62 GB (30.4%) | |
| 2025-10-09 19:43:06 - experiment_save_merged_model - INFO - System: 73.18 GB / 212.49 GB (42.4%) | |
| 2025-10-09 19:43:06 - experiment_save_merged_model - INFO - Available: 122.46 GB | |
| 2025-10-09 19:43:06 - experiment_save_merged_model - INFO - GPU 0: Allocated: 0.00 GB, Reserved: 0.00 GB, Total: 94.50 GB | |
| 2025-10-09 19:43:06 - experiment_save_merged_model - INFO - Clearing model_loader references | |
| 2025-10-09 19:43:06 - experiment_save_merged_model - INFO - Deleting model variables | |
| 2025-10-09 19:43:06 - experiment_save_merged_model - INFO - Running garbage collection | |
| 2025-10-09 19:43:07 - experiment_save_merged_model - INFO - [After deleting models and GC] Memory Usage: | |
| 2025-10-09 19:43:07 - experiment_save_merged_model - INFO - Process: 38.86 GB (18.3%) | |
| 2025-10-09 19:43:07 - experiment_save_merged_model - INFO - System: 47.79 GB / 212.49 GB (30.4%) | |
| 2025-10-09 19:43:07 - experiment_save_merged_model - INFO - Available: 147.85 GB | |
| 2025-10-09 19:43:07 - experiment_save_merged_model - INFO - GPU 0: Allocated: 0.00 GB, Reserved: 0.00 GB, Total: 94.50 GB | |
| 2025-10-09 19:43:07 - experiment_save_merged_model - INFO - [After loading lambdas] Memory Usage: | |
| 2025-10-09 19:43:07 - experiment_save_merged_model - INFO - Process: 38.86 GB (18.3%) | |
| 2025-10-09 19:43:07 - experiment_save_merged_model - INFO - System: 47.79 GB / 212.49 GB (30.4%) | |
| 2025-10-09 19:43:07 - experiment_save_merged_model - INFO - Available: 147.85 GB | |
| 2025-10-09 19:43:07 - experiment_save_merged_model - INFO - GPU 0: Allocated: 0.00 GB, Reserved: 0.00 GB, Total: 94.50 GB | |
| 2025-10-09 19:43:07 - experiment_save_merged_model - INFO - Creating merged model with learned lambdas | |
| 2025-10-09 19:43:07 - experiment_save_merged_model - INFO - Using merge_models_for_save() | |
| 2025-10-09 19:45:03 - experiment_save_merged_model - INFO - [After merging models] Memory Usage: | |
| 2025-10-09 19:45:03 - experiment_save_merged_model - INFO - Process: 38.83 GB (18.3%) | |
| 2025-10-09 19:45:03 - experiment_save_merged_model - INFO - System: 72.56 GB / 212.49 GB (42.1%) | |
| 2025-10-09 19:45:03 - experiment_save_merged_model - INFO - Available: 123.08 GB | |
| 2025-10-09 19:45:03 - experiment_save_merged_model - INFO - GPU 0: Allocated: 12.87 GB, Reserved: 25.74 GB, Total: 94.50 GB | |
| 2025-10-09 19:45:03 - experiment_save_merged_model - INFO - Freeing memory from AdaMerge object (task vectors and base params no longer needed) | |
| 2025-10-09 19:45:03 - experiment_save_merged_model - INFO - Deleting task vectors | |
| 2025-10-09 19:45:03 - experiment_save_merged_model - INFO - Deleting base params | |
| 2025-10-09 19:45:03 - experiment_save_merged_model - INFO - Deleting functional model | |
| 2025-10-09 19:45:03 - experiment_save_merged_model - INFO - [After freeing AdaMerge memory] Memory Usage: | |
| 2025-10-09 19:45:03 - experiment_save_merged_model - INFO - Process: 0.18 GB (0.1%) | |
| 2025-10-09 19:45:03 - experiment_save_merged_model - INFO - System: 20.99 GB / 212.49 GB (17.8%) | |
| 2025-10-09 19:45:03 - experiment_save_merged_model - INFO - Available: 174.65 GB | |
| 2025-10-09 19:45:03 - experiment_save_merged_model - INFO - GPU 0: Allocated: 12.87 GB, Reserved: 12.87 GB, Total: 94.50 GB | |
| 2025-10-09 19:45:03 - experiment_save_merged_model - INFO - Saving merged model to /work/gj26/b20042/LLM-AdaMerge/mergekit/outputs/deepseek-7b/llmadamerge/task-wise-cross_entropy-lr0001-ep3-10%dataset/lambda10_wo_scheduler | |
| 2025-10-09 19:45:03 - experiment_save_merged_model - INFO - Moving merged model to CPU for saving | |
| 2025-10-09 19:45:57 - experiment_save_merged_model - INFO - Successfully saved 3 safetensors files: | |
| 2025-10-09 19:45:57 - experiment_save_merged_model - INFO - - model-00003-of-00003.safetensors (3674.14 MB) | |
| 2025-10-09 19:45:57 - experiment_save_merged_model - INFO - - model-00002-of-00003.safetensors (4750.20 MB) | |
| 2025-10-09 19:45:57 - experiment_save_merged_model - INFO - - model-00001-of-00003.safetensors (4756.17 MB) | |
| 2025-10-09 19:45:57 - experiment_save_merged_model - INFO - [After saving model] Memory Usage: | |
| 2025-10-09 19:45:57 - experiment_save_merged_model - INFO - Process: 13.06 GB (6.1%) | |
| 2025-10-09 19:45:57 - experiment_save_merged_model - INFO - System: 21.35 GB / 212.49 GB (18.0%) | |
| 2025-10-09 19:45:57 - experiment_save_merged_model - INFO - Available: 174.29 GB | |
| 2025-10-09 19:45:57 - experiment_save_merged_model - INFO - GPU 0: Allocated: 0.00 GB, Reserved: 0.00 GB, Total: 94.50 GB | |
| 2025-10-09 19:45:57 - experiment_save_merged_model - INFO - Saving tokenizer | |
| 2025-10-09 19:45:57 - experiment_save_merged_model - INFO - Copied lambdas file to /work/gj26/b20042/LLM-AdaMerge/mergekit/outputs/deepseek-7b/llmadamerge/task-wise-cross_entropy-lr0001-ep3-10%dataset/lambda10_wo_scheduler/learned_lambdas.json | |
| 2025-10-09 19:45:57 - experiment_save_merged_model - INFO - Creating model card | |
| 2025-10-09 19:45:57 - experiment_save_merged_model - INFO - Cleaning up models | |
| 2025-10-09 19:45:57 - experiment_save_merged_model - INFO - [After cleanup] Memory Usage: | |
| 2025-10-09 19:45:57 - experiment_save_merged_model - INFO - Process: 13.07 GB (6.2%) | |
| 2025-10-09 19:45:57 - experiment_save_merged_model - INFO - System: 21.35 GB / 212.49 GB (18.0%) | |
| 2025-10-09 19:45:57 - experiment_save_merged_model - INFO - Available: 174.29 GB | |
| 2025-10-09 19:45:57 - experiment_save_merged_model - INFO - GPU 0: Allocated: 0.00 GB, Reserved: 0.00 GB, Total: 94.50 GB | |
| 2025-10-09 19:45:57 - experiment_save_merged_model - INFO - Model saved successfully to /work/gj26/b20042/LLM-AdaMerge/mergekit/outputs/deepseek-7b/llmadamerge/task-wise-cross_entropy-lr0001-ep3-10%dataset/lambda10_wo_scheduler | |