chatwithnerd's picture
Two performance increment cycles
0198a5c
{
"_name_or_path": "huawei-noah/TinyBERT_General_4L_312D",
"architectures": [
"BertForSequenceClassification"
],
"attention_probs_dropout_prob": 0.1,
"cell": {},
"classifier_dropout": null,
"emb_size": 312,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 312,
"id2label": {
"0": "addSpend",
"1": "cashATM",
"10": "greeting",
"11": "howToAddLentMoney",
"12": "howToAddRefund",
"13": "howToEdit",
"14": "howWillYouTrack",
"15": "income",
"16": "incompleteSpend",
"17": "invalidInput",
"18": "investment",
"19": "lentMoney",
"2": "creditCard",
"20": "loan",
"21": "money",
"22": "moneyPending",
"23": "negative",
"24": "questions",
"25": "refund",
"26": "showExpenses",
"27": "stop",
"28": "thanks",
"29": "wtf",
"3": "currentBalance",
"30": "zeroinp",
"4": "cvtEMI",
"5": "edit",
"6": "expenses",
"7": "general",
"8": "goal",
"9": "goodbye"
},
"initializer_range": 0.02,
"intermediate_size": 1200,
"label2id": {
"addSpend": 0,
"cashATM": 1,
"creditCard": 2,
"currentBalance": 3,
"cvtEMI": 4,
"edit": 5,
"expenses": 6,
"general": 7,
"goal": 8,
"goodbye": 9,
"greeting": 10,
"howToAddLentMoney": 11,
"howToAddRefund": 12,
"howToEdit": 13,
"howWillYouTrack": 14,
"income": 15,
"incompleteSpend": 16,
"invalidInput": 17,
"investment": 18,
"lentMoney": 19,
"loan": 20,
"money": 21,
"moneyPending": 22,
"negative": 23,
"questions": 24,
"refund": 25,
"showExpenses": 26,
"stop": 27,
"thanks": 28,
"wtf": 29,
"zeroinp": 30
},
"layer_norm_eps": 1e-12,
"max_length": 256,
"max_position_embeddings": 512,
"model_type": "bert",
"num_attention_heads": 12,
"num_hidden_layers": 4,
"pad_token_id": 0,
"position_embedding_type": "absolute",
"pre_trained": "",
"structure": [],
"torch_dtype": "float32",
"transformers_version": "4.21.1",
"type_vocab_size": 2,
"use_cache": true,
"vocab_size": 30522
}