{
  "attention_backend": "sdpa",
  "backbone_compute_dtype": "bfloat16",
  "backbone_snapshot": "/workspace/artifacts/esmfold2-small/standard300",
  "chunk_size": 32,
  "confidence_head_enabled": false,
  "config": {
    "_name_or_path": "artifacts/esmfold2-small/fold300",
    "architectures": [
      "ESMFold2ExperimentalModel"
    ],
    "attn_backend": "sdpa",
    "attn_implementation": "sdpa",
    "chunk_size_feed_forward": 0,
    "classifier_dropout": 0.2,
    "classifier_hidden_size": 4096,
    "classifier_pooling_types": [
      "mean"
    ],
    "classifier_probe_dropout": 0.1,
    "classifier_probe_hidden_size": 512,
    "classifier_probe_num_heads": 4,
    "classifier_train_scope": "probe",
    "confidence_head": {
      "distogram_bins": 128,
      "enabled": false,
      "folding_trunk": {
        "dropout": 0.25,
        "n_heads": 8,
        "n_layers": 4
      },
      "max_dist": 52.0,
      "min_dist": 2.0,
      "num_pae_bins": 64,
      "num_pde_bins": 64,
      "num_plddt_bins": 50
    },
    "d_pair": 256,
    "d_single": 384,
    "disable_msa_features": true,
    "dtype": "float32",
    "esmc_attn_backend": "sdpa",
    "esmc_id": "Synthyra/ESMplusplus_small",
    "esmc_precision": "bf16",
    "folding_trunk": {
      "dropout": 0.25,
      "n_heads": 8,
      "n_layers": 24
    },
    "force_lm_dropout_during_inference": false,
    "id2label": {
      "0": "LABEL_0",
      "1": "LABEL_1"
    },
    "inputs": {
      "atom_encoder": {
        "d_atom": 128,
        "d_token": 768,
        "expansion_ratio": 2,
        "n_blocks": 3,
        "n_heads": 4,
        "n_spatial_rope_pairs_per_axis": 2,
        "n_uid_rope_pairs": 10,
        "spatial_rope_base_frequency": 20.0,
        "swa_window_size": 128,
        "uid_rope_base_frequency": 10000.0
      },
      "d_inputs": 451
    },
    "is_encoder_decoder": false,
    "label2id": {
      "LABEL_0": 0,
      "LABEL_1": 1
    },
    "lm_d_model": 960,
    "lm_dropout": 0.0,
    "lm_encoder": {
      "enabled": true,
      "lm_dropout": 0.25,
      "n_layers": 4,
      "per_loop_lm_dropout": true
    },
    "lm_mask_pct": 0.0,
    "lm_num_layers": 30,
    "model_type": "esmfold2",
    "msa_conditioning": false,
    "msa_encoder": {
      "d_hidden": 32,
      "d_msa": 128,
      "enabled": false,
      "msa_head_width": 32,
      "n_heads_msa": 8,
      "n_layers": 4
    },
    "msa_encoder_overwrite": true,
    "n_relative_chain_bins": 2,
    "n_relative_residx_bins": 32,
    "num_diffusion_samples": 16,
    "num_loops": 3,
    "output_attentions": false,
    "output_hidden_states": false,
    "parcae": {
      "coda_n_layers": 2,
      "enabled": true,
      "max_steps": 6,
      "min_steps": 1,
      "poisson_mean": 3.0
    },
    "problem_type": null,
    "return_dict": true,
    "structure_head": {
      "diffusion_module": {
        "atom_num_blocks": 3,
        "atom_num_heads": 4,
        "c_atom": 128,
        "c_s_inputs": 451,
        "c_token": 768,
        "c_z": 256,
        "fourier_dim": 256,
        "relpos_r_max": 32,
        "relpos_s_max": 2,
        "sigma_data": 16.0,
        "token_num_blocks": 12,
        "token_num_heads": 16,
        "transition_multiplier": 2
      },
      "distogram_bins": 128,
      "gamma_0": 0.605,
      "gamma_min": 1.107,
      "inference_num_steps": 15,
      "inference_p": 8.0,
      "inference_s_max": 160.0,
      "inference_s_min": 0.0004,
      "noise_scale": 0.901,
      "step_scale": 1.638,
      "train_noise_log_mean": -1.2,
      "train_noise_log_std": 1.5
    },
    "transformers_version": "5.13.0",
    "type": "experimental"
  },
  "environment": {
    "cuda_runtime": "13.0",
    "cuda_total_memory": 8585216000,
    "gpu": "NVIDIA GeForce RTX 4070 Laptop GPU",
    "gpu_capability": [
      8,
      9
    ],
    "peak_memory_allocated": 1438637056,
    "python": "3.12.14",
    "torch": "2.13.0+cu130",
    "transformers": "5.13.0"
  },
  "fold_snapshot": "/workspace/artifacts/esmfold2-small/fold300",
  "folding_parameter_dtype": "float32",
  "model_id": "esmfold2-300",
  "num_diffusion_samples": 1,
  "num_loops": 3,
  "num_sampling_steps": 15,
  "producer": "candidate",
  "schema_version": 1,
  "seed": 17,
  "sequence": "MQYKLILNGKTLKGETTTEAVDAATAEKVFKQYANDNGVDGEWTYDDATKTFTVTE",
  "source_files": {
    "backbone": [
      {
        "path": ".cache/huggingface/.gitignore",
        "size_bytes": 1
      },
      {
        "path": ".cache/huggingface/CACHEDIR.TAG",
        "size_bytes": 195
      },
      {
        "path": ".cache/huggingface/download/config.json.metadata",
        "size_bytes": 104
      },
      {
        "path": ".cache/huggingface/download/model.safetensors.metadata",
        "size_bytes": 128
      },
      {
        "path": ".cache/huggingface/trees/46c5f7d562e47d4c14165b424c71ab7db008e6fb.json",
        "size_bytes": 1528
      },
      {
        "path": "config.json",
        "size_bytes": 746
      },
      {
        "path": "model.safetensors",
        "size_bytes": 1332022944
      }
    ],
    "fold": [
      {
        "path": ".cache/huggingface/.gitignore",
        "size_bytes": 1
      },
      {
        "path": ".cache/huggingface/CACHEDIR.TAG",
        "size_bytes": 195
      },
      {
        "path": ".cache/huggingface/download/README.md.metadata",
        "size_bytes": 103
      },
      {
        "path": ".cache/huggingface/download/config.json.metadata",
        "size_bytes": 104
      },
      {
        "path": ".cache/huggingface/download/model.safetensors.metadata",
        "size_bytes": 128
      },
      {
        "path": ".cache/huggingface/trees/21531e59002c9205284715e28ee802dafb430637.json",
        "size_bytes": 659
      },
      {
        "path": "README.md",
        "size_bytes": 810
      },
      {
        "path": "config.json",
        "size_bytes": 2090
      },
      {
        "path": "model.safetensors",
        "size_bytes": 684606540
      }
    ]
  },
  "state_identity": {
    "backbone": {
      "sha256": "540867d48827f928d54e24efa42e3eb862a7e87c2efbad8f44b3f7bef854aa4d",
      "tensor_count": 302
    },
    "fold": {
      "sha256": "c0041b7d1814fbfc114bb08dce0ce8d0e32a24751ee39da60903976c899426d0",
      "tensor_count": 820
    }
  },
  "tensor_hashes": {
    "feature__asym_id": "4384f666de6068cb79824519e4ee61147fae5d20ef57128fd6868b26dc9bc9dc",
    "feature__atom_attention_mask": "ffcb8e7cdbac0c7d728416672f665bc6d49144d6e89bd98cf8f9d1759f01db34",
    "feature__atom_to_token": "77b3a276db54f29e16c4cd55cd7f01d945bcf01da3fc6d963ba0e0bf8a02a172",
    "feature__deletion_mean": "d715dd7ffcd2dad4d3f61c85661d981c7ad6bb708e8d5c2b1a61b4e6e5c3762a",
    "feature__deletion_value": "357234216320438b45b29ebdc9f39702600dc06291a9aff46d48f598f6a746d9",
    "feature__distogram_atom_idx": "30b6f4ba580a9823ea546c1e3062d747c55b9e10ff92575f2fee7d108ac03afd",
    "feature__entity_id": "60d8b4ed60f591fead6ac23089395eac185d930d1a10522e6965a7718ef48f46",
    "feature__has_deletion": "2b0db36e285cb62f61981ad3406942d27f0f13977d936298f523386faddcf288",
    "feature__input_ids": "cc58c790e7b6c24ee598488df1a6d9caf5435f2f08c16ef8516af9d0d244a7c8",
    "feature__mol_type": "4384f666de6068cb79824519e4ee61147fae5d20ef57128fd6868b26dc9bc9dc",
    "feature__msa": "6d4fd19022c4fe8ad43f981b1c0f694791ffdd6b202a9302a974c931d345667f",
    "feature__msa_attention_mask": "98efb6ca9467a86dc954392dd985343340ff8c00ade2f7715de3751806b54f5d",
    "feature__ref_atom_name_chars": "bf368b67344b45ebc39d16aad5ec18fbade374125093d05aee27232da0ec09c6",
    "feature__ref_charge": "0647ccec2eac92e0164150336a5ab7d7da709d7adee24470bf912915c94ea3ba",
    "feature__ref_element": "3e71e8d13edcc063a7df97064e12c6f839fa5385d6dd3100a83fdecab3953abd",
    "feature__ref_pos": "03690f4c221ff42556726e6b8f12979c30af9fd8a3de32351e0886c89254c2ff",
    "feature__ref_space_uid": "77b3a276db54f29e16c4cd55cd7f01d945bcf01da3fc6d963ba0e0bf8a02a172",
    "feature__res_type": "858a79402df986fd004b5084850ca2b1659c18a7ef9eb84fc5346bb27022e027",
    "feature__residue_index": "da07d96adab4a6aa0306b553e729a31fbb975dd41be21dc4742433e24d917251",
    "feature__sym_id": "4384f666de6068cb79824519e4ee61147fae5d20ef57128fd6868b26dc9bc9dc",
    "feature__token_attention_mask": "d89a70754c9d760a78dbb9489c6c8590390368c0bfca33d8af7ab8e2a356683f",
    "feature__token_bonds": "17093e521750c8ac2ecfe6c6d366e3f7fd43758573571dec17e1f6741b1b2cdb",
    "feature__token_index": "da07d96adab4a6aa0306b553e729a31fbb975dd41be21dc4742433e24d917251",
    "hidden__lm": "96a1d7a61727f881c2277a3653de2338861cc0c282e05e9da1870b4f0f5512d9",
    "noise__initial_standard_normal": "d001ab2ad141e3a6b9668a1bcca4c6b187193cda7f242af45e944290bc3333ba",
    "output__atom_pad_mask": "ffcb8e7cdbac0c7d728416672f665bc6d49144d6e89bd98cf8f9d1759f01db34",
    "output__distogram_logits": "14db8b4cf53d850a2b4232adb4f53d3aff4aa5559a126d4dcd9bbb8e9d95c279",
    "output__entity_id": "60d8b4ed60f591fead6ac23089395eac185d930d1a10522e6965a7718ef48f46",
    "output__last_hidden_state": "7575669e9a8aa846a4648e46f73383e7d87b527221d1d0f5ff8d6474c552f1a2",
    "output__representative_atom_coords": "9909546d6cdb7f8344f614620f8f716e03b112ada0e95e7df249b1ffefd8b08a",
    "output__residue_index": "da07d96adab4a6aa0306b553e729a31fbb975dd41be21dc4742433e24d917251",
    "output__sample_atom_coords": "0eecbec45d5aeb484ccda64a9d113cd1dba304db726fbccff61a0899a0d80eeb",
    "projection__base_z_mlp_input": "227e0b74ef9fe1c3eccfd7e388a13454e366bb49a787a1379e0151efe63aa739"
  },
  "tensor_keys": [
    "feature__asym_id",
    "feature__atom_attention_mask",
    "feature__atom_to_token",
    "feature__deletion_mean",
    "feature__deletion_value",
    "feature__distogram_atom_idx",
    "feature__entity_id",
    "feature__has_deletion",
    "feature__input_ids",
    "feature__mol_type",
    "feature__msa",
    "feature__msa_attention_mask",
    "feature__ref_atom_name_chars",
    "feature__ref_charge",
    "feature__ref_element",
    "feature__ref_pos",
    "feature__ref_space_uid",
    "feature__res_type",
    "feature__residue_index",
    "feature__sym_id",
    "feature__token_attention_mask",
    "feature__token_bonds",
    "feature__token_index",
    "hidden__lm",
    "noise__initial_standard_normal",
    "output__atom_pad_mask",
    "output__distogram_logits",
    "output__entity_id",
    "output__last_hidden_state",
    "output__representative_atom_coords",
    "output__residue_index",
    "output__sample_atom_coords",
    "projection__base_z_mlp_input"
  ]
}