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habdine
/
Prot2Text-Small-v1-1

Text Generation
Transformers
PyTorch
English
prot2text
feature-extraction
Causal Language Modeling
GPT2
ESM2
Proteins
GNN
custom_code
Model card Files Community
Prot2Text-Small-v1-1
File size: 5,709 Bytes 
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{
  "_name_or_path": "habdine/prot2text_small",
  "architectures": [
    "Prot2TextModel"
  ],
  "auto_map": {
    "AutoConfig": "configuration_prot2text.Prot2TextConfig",
    "AutoModel": "modeling_prot2text.Prot2TextModel",
    "AutoModelForCausalLM": "modeling_prot2text.Prot2TextModel"
  },
  "model_type": "prot2text",
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  "cross_esm_graph": true,
  "decoder_start_token_id": 50257,
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  "esm": true,
  "esm_config": {
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    "encoder_no_repeat_ngram_size": 0,
    "eos_token_id": null,
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    "exponential_decay_length_penalty": null,
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    "hidden_size": 320,
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      "1": "LABEL_1"
    },
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    "intermediate_size": 1280,
    "is_decoder": false,
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    "label2id": {
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    },
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    "length_penalty": 1.0,
    "mask_token_id": 32,
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    "pad_token_id": 1,
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    "problem_type": null,
    "pruned_heads": {},
    "remove_invalid_values": false,
    "repetition_penalty": 1.0,
    "return_dict": true,
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    "task_specific_params": null,
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    "tf_legacy_loss": false,
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  },
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  "gpt_config": {
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    "activation_function": "gelu_new",
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    "architectures": [
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    "embd_pdrop": 0.1,
    "encoder_no_repeat_ngram_size": 0,
    "eos_token_id": 50258,
    "exponential_decay_length_penalty": null,
    "finetuning_task": null,
    "forced_bos_token_id": null,
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    "id2label": {
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    },
    "initializer_range": 0.02,
    "is_decoder": false,
    "is_encoder_decoder": true,
    "label2id": {
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      "LABEL_1": 1
    },
    "layer_norm_epsilon": 1e-05,
    "length_penalty": 1.0,
    "max_length": 256,
    "max_new_tokens": 256,
    "min_length": 0,
    "model_type": "gpt2",
    "n_ctx": 1024,
    "n_embd": 768,
    "n_head": 12,
    "n_inner": null,
    "n_layer": 12,
    "n_positions": 1024,
    "no_repeat_ngram_size": 0,
    "num_beam_groups": 1,
    "num_beams": 1,
    "num_return_sequences": 1,
    "output_attentions": false,
    "output_hidden_states": false,
    "output_scores": false,
    "pad_token_id": 50256,
    "prefix": null,
    "problem_type": null,
    "prot2text_version": "1.1",
    "pruned_heads": {},
    "remove_invalid_values": false,
    "reorder_and_upcast_attn": false,
    "repetition_penalty": 1.0,
    "resid_pdrop": 0.1,
    "return_dict": true,
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    "scale_attn_by_inverse_layer_idx": false,
    "scale_attn_weights": true,
    "sep_token_id": null,
    "summary_activation": null,
    "summary_first_dropout": 0.1,
    "summary_proj_to_labels": true,
    "summary_type": "cls_index",
    "summary_use_proj": true,
    "suppress_tokens": null,
    "task_specific_params": {
      "text-generation": {
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        "max_length": 50
      }
    },
    "temperature": 1.0,
    "tf_legacy_loss": false,
    "tie_encoder_decoder": false,
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  },
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  "no_repeat_ngram_size": 3,
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  "prot2text_version": "1.1",
  "rgcn": true,
  "rgcn_input_dim": 67,
  "rgcn_n_layers": 6,
  "torch_dtype": "float32",
  "transformers_version": "4.30.1"
}