tdamm-classification / config.json
bishwaspraveen's picture
Updated label to id mapping in config
b60e4c7 verified
{
"return_dict": true,
"output_hidden_states": false,
"output_attentions": false,
"torchscript": false,
"torch_dtype": "float32",
"use_bfloat16": false,
"tf_legacy_loss": false,
"pruned_heads": {},
"tie_word_embeddings": true,
"chunk_size_feed_forward": 0,
"is_encoder_decoder": false,
"is_decoder": false,
"cross_attention_hidden_size": null,
"add_cross_attention": false,
"tie_encoder_decoder": false,
"max_length": 20,
"min_length": 0,
"do_sample": false,
"early_stopping": false,
"num_beams": 1,
"num_beam_groups": 1,
"diversity_penalty": 0.0,
"temperature": 1.0,
"top_k": 50,
"top_p": 1.0,
"typical_p": 1.0,
"repetition_penalty": 1.0,
"length_penalty": 1.0,
"no_repeat_ngram_size": 0,
"encoder_no_repeat_ngram_size": 0,
"bad_words_ids": null,
"num_return_sequences": 1,
"output_scores": false,
"return_dict_in_generate": false,
"forced_bos_token_id": null,
"forced_eos_token_id": null,
"remove_invalid_values": false,
"exponential_decay_length_penalty": null,
"suppress_tokens": null,
"begin_suppress_tokens": null,
"architectures": [
"BertForSequenceClassification"
],
"finetuning_task": null,
"id2label": {
"0": "Active Galactic Nuclei",
"1": "Binary Black Holes",
"2": "Binary Neutron Stars",
"3": "Binary Pulsars",
"4": "Burst",
"5": "Cataclysmic Variables",
"6": "Compact Binary Inspiral",
"7": "Continuous",
"8": "Cosmic Rays",
"9": "Exoplanets",
"10": "Fast Blue Optical Transients",
"11": "Fast Radio Bursts",
"12": "Gamma rays",
"13": "Gamma-ray Bursts",
"14": "Infrared",
"15": "Intermediate Mass",
"16": "Kilonovae",
"17": "Magnetars",
"18": "Neutrinos",
"19": "Neutron Star-Black Hole",
"20": "Novae",
"21": "Optical",
"22": "Pevatrons",
"23": "Pulsar Wind Nebulae",
"24": "Pulsars",
"25": "Radio",
"26": "Stellar Mass",
"27": "Stellar flares",
"28": "Stochastic",
"29": "SuperNovae",
"30": "Supermassive",
"31": "Supernova Remnants",
"32": "Ultraviolet",
"33": "White Dwarf Binaries",
"34": "X-rays",
"35": "non-TDAMM"
},
"label2id": {
"Active Galactic Nuclei": 0,
"Binary Black Holes": 1,
"Binary Neutron Stars": 2,
"Binary Pulsars": 3,
"Burst": 4,
"Cataclysmic Variables": 5,
"Compact Binary Inspiral": 6,
"Continuous": 7,
"Cosmic Rays": 8,
"Exoplanets": 9,
"Fast Blue Optical Transients": 10,
"Fast Radio Bursts": 11,
"Gamma rays": 12,
"Gamma-ray Bursts": 13,
"Infrared": 14,
"Intermediate Mass": 15,
"Kilonovae": 16,
"Magnetars": 17,
"Neutrinos": 18,
"Neutron Star-Black Hole": 19,
"Novae": 20,
"Optical": 21,
"Pevatrons": 22,
"Pulsar Wind Nebulae": 23,
"Pulsars": 24,
"Radio": 25,
"Stellar Mass": 26,
"Stellar flares": 27,
"Stochastic": 28,
"SuperNovae": 29,
"Supermassive": 30,
"Supernova Remnants": 31,
"Ultraviolet": 32,
"White Dwarf Binaries": 33,
"X-rays": 34,
"non-TDAMM": 35
},
"tokenizer_class": null,
"prefix": null,
"bos_token_id": null,
"pad_token_id": 0,
"eos_token_id": null,
"sep_token_id": null,
"decoder_start_token_id": null,
"task_specific_params": null,
"problem_type": "multi_label_classification",
"_attn_implementation_autoset": true,
"transformers_version": "4.48.0",
"gradient_checkpointing": false,
"model_type": "bert",
"vocab_size": 30000,
"hidden_size": 768,
"num_hidden_layers": 12,
"num_attention_heads": 12,
"hidden_act": "gelu",
"intermediate_size": 3072,
"hidden_dropout_prob": 0.1,
"attention_probs_dropout_prob": 0.1,
"max_position_embeddings": 512,
"type_vocab_size": 2,
"initializer_range": 0.02,
"layer_norm_eps": 1e-12,
"position_embedding_type": "absolute",
"use_cache": true,
"classifier_dropout": null
}