{
  "adamw_betas_for_muon_others": [
    0.9,
    0.95
  ],
  "adamw_eps_for_muon_others": 1e-10,
  "adamw_lr": 0.00064,
  "adamw_lr_for_muon_others": 0.000267,
  "adamw_max_grad_norm": 0.5,
  "adamw_weight_decay": 0.01,
  "adamw_weight_decay_for_muon_others": 0.05,
  "adjust_learning_rate_for_accumulation": true,
  "architectures": [
    "ViralBERTForContrastiveBinning"
  ],
  "attention_head_size": 64,
  "attention_probs_dropout_prob": 0.0,
  "batch_size": 256,
  "cls_token_id": 1,
  "compile_backend": "inductor",
  "compile_fullgraph": true,
  "compile_mode": "default",
  "data_dir": "data/raw",
  "dtype": "float32",
  "fasta_file": "meta-1-vg.fna",
  "feed_forward_activation": "swiglu",
  "filter_n": false,
  "fp16": true,
  "global_attn_every_n_layers": 0,
  "global_max_grad_norm": 1.0,
  "gradient_accumulation_steps": 1,
  "hidden_dropout_prob": 0.0,
  "hidden_size": 768,
  "high_lr_multiplier": 1.0,
  "high_lr_steps_ratio": 0.0,
  "initializer_range": 0.02,
  "intermediate_size": 2048,
  "layer_norm_eps": 1e-12,
  "logging_steps": 1000,
  "lr_scheduler_type": "warmup_cosine",
  "mask_token_id": 3,
  "masking_strategy": "structural",
  "max_eval_samples": 2048,
  "max_steps_for_sweep": null,
  "min_lr_ratio": 0.05,
  "mlm_probability": 0.15,
  "moco_dim": 128,
  "moco_k": 65536,
  "moco_m": 0.999,
  "moco_t": 0.07,
  "model_type": "viralbert_for_contrastive_binning",
  "muon_lr": 0.0015,
  "muon_max_grad_norm": 1.0,
  "muon_momentum": 0.95,
  "muon_weight_decay": 0.05,
  "norm_layer_type": "rmsnorm",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "num_train_epochs": 3,
  "num_workers": 4,
  "optimizer_type": "muon_adamw",
  "p_codon": 0.5,
  "pad_token_id": 0,
  "position_embedding_type": "rope",
  "resume_from_checkpoint": null,
  "resume_mode": null,
  "reverse_complement_prob": 0.5,
  "rope_interpolation_factor": 1.0,
  "run_name": "",
  "save_steps": 10000,
  "save_total_limit": 5,
  "scale_loss_for_accumulation": true,
  "seed": 42,
  "sep_token_id": 2,
  "seq_length": 512,
  "sliding_window_size": 0,
  "stride": 256,
  "sweep_early_stopping_patience_steps": 1000,
  "sweep_early_stopping_threshold": 50.0,
  "tie_word_embeddings": false,
  "transformers_version": "4.56.1",
  "unfreeze_last_n_layers": 6,
  "use_compile": true,
  "use_per_group_clipping": false,
  "use_qk_norm": true,
  "use_xpos": false,
  "vocab_size": 14,
  "wandb_enabled": true,
  "wandb_group": "",
  "wandb_name": "",
  "wandb_notes": "",
  "wandb_project": "",
  "wandb_tags": [],
  "wandb_watch_freq": null,
  "wandb_watch_model": false,
  "warmup_steps": 4000,
  "warmup_steps_ratio": 0.1
}