Upload FlashJudge artifacts from run_20260409_130635
Browse files- flash_judge_checkpoint.pth +3 -0
- training_config.json +68 -0
- training_logs.csv +11 -0
flash_judge_checkpoint.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:16920b20054e58ff624850c4f5772c64a891407ee4ada62ad9f336dd6c2b16b7
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size 1534188467
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training_config.json
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{
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"model_id": "google/siglip2-base-patch16-naflex",
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"dataset": "apartments",
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"apartments_jsonl": "data/apartments/question-image-dataset_labeled.jsonl",
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"apartments_images_dir": "data/apartments/images",
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"fmnist_root": "data",
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"output_root": "models",
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"run_name": null,
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"batch_size": 16,
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"gradient_accumulation_steps": 1,
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"stack_size": 1,
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"epochs": 10,
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"max_steps": null,
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"eval_interval": 1,
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"eval_batches": 2,
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"checkpoint_interval": 1000,
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"checkpoint_mode": "max_val_acc",
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"val_ratio": 0.1,
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"seed": 42,
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"apartments_train_group_limit": null,
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"apartments_train_question_limit": null,
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"apartments_hard_negative_strategy": "within_group_overlap",
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"apartments_hard_negative_topk": 0,
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"apartments_hard_negative_oversample_factor": 0,
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"num_workers_train": 4,
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"num_workers_val": 2,
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"text_max_length": 64,
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"image_max_num_patches": null,
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"lr_backbone": 1e-6,
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"lr_head": 0.0002,
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"weight_decay": 0.01,
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"freeze_backbone": false,
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"freeze_backbone_epochs": 0,
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"freeze_backbone_steps": null,
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"backbone_trainable_scope": "full",
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"attention_heads": 2,
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"attention_dropout": 0.3,
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"image_self_attention_layers": 0,
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"aggregation_mode": "attention",
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"head_feature_mode": "matching",
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"late_interaction_topk": 8,
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"head_hidden_dim": 768,
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"head_num_layers": 2,
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"head_dropout": 0.2,
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"head_activation": "swiglu",
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"label_smoothing": 0.05,
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"alignment_loss_weight": 0.05,
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"alignment_loss_logit_scale": 18.0,
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"alignment_loss_hard_negative_topk": 1,
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"compile_model": false,
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"compile_fallback_to_eager": true,
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"backbone_torch_dtype": "auto",
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"attn_implementation": null,
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"resume_path": null,
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"min_free_space_gb": 1.0,
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"use_wandb": true,
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"wandb_project": "flash-judge",
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"wandb_entity": null,
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"wandb_run_name": null,
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"save_artifacts": true,
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"push_to_hub": true,
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"hub_org": "FuncAI",
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"hub_repo_name": "FlashJudge2_1",
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"hub_private": false,
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"hub_token": null,
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"device": null,
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"use_amp": true
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}
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training_logs.csv
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epoch,train_loss,train_acc,val_loss,val_acc,max_val_acc
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1,0.5977224043050043,0.7006258274160548,0.4463513997884897,0.7911324786324786,0.7911324786324786
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2,0.4590856186684209,0.8153207365507281,0.37456580767264736,0.8354700854700855,0.8354700854700855
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3,0.3721804415968756,0.8705018654471055,0.36676937379898167,0.8349358974358975,0.8354700854700855
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4,0.3085202582979449,0.907630280418823,0.343161971332171,0.8509615384615384,0.8509615384615384
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5,0.257053276233645,0.9366951498375256,0.3299905204683797,0.8659188034188035,0.8659188034188035
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6,0.2155670344646635,0.9604043807919124,0.3620888704800198,0.8536324786324786,0.8659188034188035
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7,0.18428510414562668,0.9800818389697918,0.36129407896700066,0.8568376068376068,0.8659188034188035
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8,0.1660080300436681,0.990071007341437,0.36336551665559286,0.8573717948717948,0.8659188034188035
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9,0.15546873267813988,0.9936213744132868,0.3662578293369112,0.8584401709401709,0.8659188034188035
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10,0.15025911928980715,0.996690335780479,0.3663578032014462,0.8637820512820513,0.8659188034188035
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