Upload FlashJudge artifacts from run_20260409_104527
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 sha256:9dbb8025770dbee67e53c5c048787f36a1625c1f2962a8077cdd8bd16d6edd92
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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": 8,
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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",
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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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1,0.5727274777736026,0.7228306655433867,0.41435598860226985,0.8224248927038627,0.8224248927038627
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2,0.42275050729028957,0.8384883860873751,0.356161927940252,0.8406652360515021,0.8406652360515021
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3,0.3362218457988015,0.8893368636418342,0.3536079549610359,0.8406652360515021,0.8406652360515021
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4,0.2799612180874485,0.9225538572632086,0.35294658706679366,0.8492489270386266,0.8492489270386266
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5,0.23606232431143226,0.9468046696353352,0.3613514193921258,0.8476394849785408,0.8492489270386266
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6,0.19861953134807328,0.9676856420748586,0.3673862542621312,0.8492489270386266,0.8492489270386266
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7,0.17411077068104241,0.9820676375015044,0.41156055256244706,0.8395922746781116,0.8492489270386266
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8,0.15878004032411447,0.9883860873751354,0.39233391980196913,0.8524678111587983,0.8524678111587983
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9,0.1485047506396916,0.9938620772656156,0.40588728695820075,0.8497854077253219,0.8524678111587983
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10,0.14366990868896623,0.995787700084246,0.394929265251679,0.8540772532188842,0.8540772532188842
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