Prot2Text-Large-v1-1 / config.json
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{
"_name_or_path": "prot2text_large",
"architectures": [
"Prot2TextModel"
],
"bos_token_id": 50257,
"cross_esm_graph": true,
"decoder_start_token_id": 50257,
"early_stopping": true,
"eos_token_id": 50258,
"esm": true,
"esm_config": {
"_name_or_path": "facebook/esm2_t33_650M_UR50D",
"add_cross_attention": false,
"architectures": [
"EsmModel"
],
"attention_probs_dropout_prob": 0.0,
"bad_words_ids": null,
"begin_suppress_tokens": null,
"bos_token_id": null,
"chunk_size_feed_forward": 0,
"classifier_dropout": null,
"cross_attention_hidden_size": null,
"decoder_start_token_id": null,
"diversity_penalty": 0.0,
"do_sample": false,
"early_stopping": false,
"emb_layer_norm_before": false,
"encoder_no_repeat_ngram_size": 0,
"eos_token_id": null,
"esmfold_config": null,
"exponential_decay_length_penalty": null,
"finetuning_task": null,
"forced_bos_token_id": null,
"forced_eos_token_id": null,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.0,
"hidden_size": 1280,
"id2label": {
"0": "LABEL_0",
"1": "LABEL_1"
},
"initializer_range": 0.02,
"intermediate_size": 5120,
"is_decoder": false,
"is_encoder_decoder": false,
"is_folding_model": false,
"label2id": {
"LABEL_0": 0,
"LABEL_1": 1
},
"layer_norm_eps": 1e-05,
"length_penalty": 1.0,
"mask_token_id": 32,
"max_length": 20,
"max_position_embeddings": 1026,
"min_length": 0,
"model_type": "esm",
"no_repeat_ngram_size": 0,
"num_attention_heads": 20,
"num_beam_groups": 1,
"num_beams": 1,
"num_hidden_layers": 33,
"num_return_sequences": 1,
"output_attentions": false,
"output_hidden_states": false,
"output_scores": false,
"pad_token_id": 1,
"position_embedding_type": "rotary",
"prefix": null,
"problem_type": null,
"pruned_heads": {},
"remove_invalid_values": false,
"repetition_penalty": 1.0,
"return_dict": true,
"return_dict_in_generate": false,
"sep_token_id": null,
"suppress_tokens": null,
"task_specific_params": null,
"temperature": 1.0,
"tf_legacy_loss": false,
"tie_encoder_decoder": false,
"tie_word_embeddings": true,
"token_dropout": true,
"tokenizer_class": null,
"top_k": 50,
"top_p": 1.0,
"torch_dtype": "float32",
"torchscript": false,
"transformers_version": "4.30.1",
"typical_p": 1.0,
"use_bfloat16": false,
"use_cache": true,
"vocab_list": null,
"vocab_size": 33
},
"esm_model_name": "facebook/esm2_t33_650M_UR50D",
"gpt_config": {
"_name_or_path": "gpt2",
"activation_function": "gelu_new",
"add_cross_attention": true,
"architectures": [
"GPT2Model"
],
"attn_pdrop": 0.1,
"bad_words_ids": null,
"begin_suppress_tokens": null,
"bos_token_id": 50257,
"chunk_size_feed_forward": 0,
"cross_attention_hidden_size": null,
"decoder_start_token_id": 50257,
"diversity_penalty": 0.0,
"do_sample": false,
"early_stopping": false,
"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,
"forced_eos_token_id": null,
"id2label": {
"0": "LABEL_0",
"1": "LABEL_1"
},
"initializer_range": 0.02,
"is_decoder": false,
"is_encoder_decoder": true,
"label2id": {
"LABEL_0": 0,
"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,
"return_dict_in_generate": false,
"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": {
"do_sample": true,
"max_length": 50
}
},
"temperature": 1.0,
"tf_legacy_loss": false,
"tie_encoder_decoder": false,
"tie_word_embeddings": true,
"tokenizer_class": null,
"top_k": 50,
"top_p": 1.0,
"torch_dtype": "float32",
"torchscript": false,
"transformers_version": "4.30.1",
"typical_p": 1.0,
"use_bfloat16": false,
"use_cache": true,
"vocab_size": 50259
},
"gpt_model_name": "gpt2",
"length_penalty": 2.0,
"max_new_tokens": 256,
"no_repeat_ngram_size": 3,
"pad_token_id": 50256,
"prot2text_version": "1.1",
"rgcn": true,
"rgcn_input_dim": 67,
"rgcn_n_layers": 6,
"torch_dtype": "float32",
"transformers_version": "4.30.1"
}