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ChatNT

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ChatNT
File size: 2,359 Bytes
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{
  "architectures": [
    "TorchMultiOmicsModel"
  ],
  "auto_map": {
    "AutoConfig": "chatNT.ChatNTConfig",
    "AutoModel": "chatNT.TorchMultiOmicsModel"
  },
  "custom_pipelines": {
      "ChatNT-text-generation": {
        "impl": "text_generation.TextGenerationPipeline",
        "pt": [
          "AutoModel"
        ],
        "tf": []
      }
  },
  "bio_pad_token_id": 1,
  "english_pad_token_id": 2,
  "gpt_config": {
    "add_bias_attn": false,
    "add_bias_ffn": false,
    "add_bias_lm_head": false,
    "embed_dim": 4096,
    "eos_token_id": 2,
    "ffn_activation_name": "silu",
    "ffn_embed_dim": 11008,
    "norm_type": "RMS_norm",
    "num_heads": 32,
    "num_kv_heads": 32,
    "num_layers": 32,
    "parallel_attention_ff": false,
    "rms_norm_eps": 1e-06,
    "rope_config": {
      "dim": 128,
      "max_seq_len": 2048,
      "theta": 10000.0
    },
    "use_glu_in_ffn": true,
    "use_gradient_checkpointing": false,
    "vocab_size": 32000
  },
  "model_type": "ChatNT",
  "nt_config": {
    "add_bias_ffn": false,
    "add_bias_kv": false,
    "alphabet_size": 4107,
    "attention_heads": 16,
    "attention_maps_to_save": [],
    "bias_word_embedding": false,
    "emb_layer_norm_before": false,
    "embed_dim": 1024,
    "embed_scale": 1.0,
    "embeddings_layers_to_save": [
      21
    ],
    "ffn_activation_name": "swish",
    "ffn_embed_dim": 4096,
    "key_size": 64,
    "layer_norm_eps": 1e-05,
    "lm_head": "roberta",
    "mask_before_attention": false,
    "mask_token_id": 2,
    "masking_prob": 0.0,
    "masking_ratio": 0.0,
    "max_positions": 2048,
    "num_layers": 29,
    "pad_token_id": 1,
    "positional_embedding": null,
    "pre_layer_norm": true,
    "rescaling_factor": null,
    "token_dropout": false,
    "use_glu_in_ffn": true,
    "use_gradient_checkpointing": false,
    "use_rotary_embedding": true
  },
  "perceiver_resampler_config": {
    "add_bias_ffn": true,
    "add_bias_kv": false,
    "attention_heads": 32,
    "emb_layer_norm_before": false,
    "embed_dim": 4096,
    "ffn_activation_name": "gelu-no-approx",
    "ffn_embed_dim": 11008,
    "key_size": 128,
    "num_layers": 3,
    "resampled_length": 64,
    "use_glu_in_ffn": false,
    "use_gradient_checkpointing": false
  },
  "seq_token_id": 32000,
  "torch_dtype": "bfloat16",
  "transformers_version": "4.41.1"
}