Upload weights/training_args.json
Browse files- weights/training_args.json +72 -0
weights/training_args.json
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{
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"dataset_name": "MultimodalUniverse/desi",
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"max_samples": 97332,
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"cache_dir": "/workspace/native_specz_mae/cache",
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"hf_cache_dir": "/workspace/hf_cache/datasets",
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"run_dir": "/workspace/runs/hybrid_specz_75m_97k_safe_native",
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"resume_checkpoint": "/workspace/runs/hybrid_specz_75m_oodprobe_long_lowlr/20260518_030350/last.pt",
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"allow_mismatched_checkpoint": false,
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"refresh_data": false,
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"epochs": 5,
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"batch_size": 16,
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"num_workers": 8,
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"target_length": 8192,
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"d_model": 640,
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"conv_width": 320,
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"layers": 12,
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"heads": 10,
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"dropout": 0.1,
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"z_bins": 64,
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"stem_stride": 8,
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"rec_hidden_mult": 0,
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"rec_refine_width": 16,
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"rec_refine_kernel": 5,
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"layerscale_init": 0.0,
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"prediction_mode": "bin_residual",
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"bin_temperature": 1.0,
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"residual_scale": 0.06,
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"candidate_topk": 5,
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"lr": 1e-05,
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"min_lr": 7e-07,
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"warmup_steps": 200,
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"weight_decay": 0.03,
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"grad_clip": 1.0,
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"grad_accum_steps": 1,
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"eval_every": 1000,
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"eval_max_val": 1000,
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"eval_max_ood": 600,
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"max_steps": 0,
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"checkpoint_score": "combined",
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"score_z_alpha": 0.7,
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"objective": "joint",
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"balance_redshift": false,
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"train_clean_only": false,
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"clean_sample_boost": 1.0,
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"augment_ood": true,
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"eval_ood": true,
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"random_mask_ratio": 0.15,
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"eval_mask_ratio": 0.25,
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"mask_mode": "pixel",
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"mask_span_min": 16,
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"mask_span_max": 64,
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"line_region_percentile": 90.0,
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"crop_prob": 0.35,
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"bad_window_prob": 0.25,
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"throughput_prob": 0.45,
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"noise_prob": 0.25,
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"resolution_prob": 0.2,
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"downsample_prob": 0.12,
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"line_dropout_prob": 0.15,
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"span_dropout_prob": 0.15,
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"redshift_shift": 0.0,
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"rec_weight": 0.5,
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"z_weight": 1.0,
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"z_bin_weight": 0.45,
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"z_candidate_weight": 0.1,
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"z_nll_weight": 0.03,
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"zwarn_weight": 0.3,
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"high_z_boost": 1.5,
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"high_z_threshold": 1.0,
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"clean_z_only": false,
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"seed": 17
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}
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