Upload FlashJudge artifacts from run_20260413_171923
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 sha256:1f3a6d84a547d8a2bec5590f77db687a6d3153d3693b850e4d65ecfc67ef2b4a
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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": 12,
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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": "FlashJudge3",
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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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1,0.5494948535324894,0.745762051361989,0.482269128884068,0.7690839911917694,0.7690839911917694
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2,0.4104818215007268,0.8483301508125171,0.3898940207507774,0.8222010383624156,0.8222010383624156
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3,0.3310342863324621,0.8946650559214372,0.36742849753216933,0.8365140163716469,0.8365140163716469
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4,0.27506209598548376,0.9268539807489965,0.3869491647928953,0.8377862802443613,0.8377862802443613
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5,0.22913343823026697,0.9516776431160127,0.4359181334925744,0.8260178318005482,0.8377862802443613
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6,0.19417412566400494,0.9703441019445852,0.43097968814709714,0.829834624328686,0.8377862802443613
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7,0.16807112935970414,0.984490082225946,0.45283080663048586,0.8298346256936779,0.8377862802443613
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8,0.15529710228082838,0.9917384357585441,0.46923461431310376,0.8342875517506636,0.8377862802443613
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9,0.14645108295381964,0.9958302482366237,0.4757098777731525,0.832697220658528,0.8377862802443613
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10,0.14203419984618063,0.997311094657262,0.4732470480255953,0.8298346254661793,0.8377862802443613
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