Text Classification
Transformers
Safetensors
deberta-v2
Generated from Trainer
text-embeddings-inference
Instructions to use AceVikings/deberta-misconception-classifier with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use AceVikings/deberta-misconception-classifier with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="AceVikings/deberta-misconception-classifier")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("AceVikings/deberta-misconception-classifier") model = AutoModelForSequenceClassification.from_pretrained("AceVikings/deberta-misconception-classifier", device_map="auto") - Notebooks
- Google Colab
- Kaggle
File size: 6,094 Bytes
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"architectures": [
"DebertaV2ForSequenceClassification"
],
"attention_probs_dropout_prob": 0.1,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 1024,
"id2label": {
"0": "False_Correct:NA",
"1": "False_Misconception:Adding_across",
"2": "False_Misconception:Adding_terms",
"3": "False_Misconception:Additive",
"4": "False_Misconception:Base_rate",
"5": "False_Misconception:Certainty",
"6": "False_Misconception:Definition",
"7": "False_Misconception:Denominator-only_change",
"8": "False_Misconception:Division",
"9": "False_Misconception:Duplication",
"10": "False_Misconception:Firstterm",
"11": "False_Misconception:FlipChange",
"12": "False_Misconception:Ignores_zeroes",
"13": "False_Misconception:Incomplete",
"14": "False_Misconception:Incorrect_equivalent_fraction_addition",
"15": "False_Misconception:Interior",
"16": "False_Misconception:Inverse_operation",
"17": "False_Misconception:Inversion",
"18": "False_Misconception:Irrelevant",
"19": "False_Misconception:Longer_is_bigger",
"20": "False_Misconception:Mult",
"21": "False_Misconception:Multiplying_by_4",
"22": "False_Misconception:Not_variable",
"23": "False_Misconception:Positive",
"24": "False_Misconception:Scale",
"25": "False_Misconception:Shorter_is_bigger",
"26": "False_Misconception:Subtraction",
"27": "False_Misconception:SwapDividend",
"28": "False_Misconception:Tacking",
"29": "False_Misconception:Unknowable",
"30": "False_Misconception:WNB",
"31": "False_Misconception:Whole_numbers_larger",
"32": "False_Misconception:Wrong_Fraction",
"33": "False_Misconception:Wrong_Operation",
"34": "False_Misconception:Wrong_fraction",
"35": "False_Misconception:Wrong_term",
"36": "False_Neither:NA",
"37": "True_Correct:NA",
"38": "True_Misconception:Additive",
"39": "True_Misconception:Definition",
"40": "True_Misconception:Denominator-only_change",
"41": "True_Misconception:Division",
"42": "True_Misconception:Duplication",
"43": "True_Misconception:Firstterm",
"44": "True_Misconception:FlipChange",
"45": "True_Misconception:Incomplete",
"46": "True_Misconception:Incorrect_equivalent_fraction_addition",
"47": "True_Misconception:Inversion",
"48": "True_Misconception:Irrelevant",
"49": "True_Misconception:Mult",
"50": "True_Misconception:Multiplying_by_4",
"51": "True_Misconception:Positive",
"52": "True_Misconception:Shorter_is_bigger",
"53": "True_Misconception:Subtraction",
"54": "True_Misconception:SwapDividend",
"55": "True_Misconception:Tacking",
"56": "True_Misconception:WNB",
"57": "True_Misconception:Wrong_fraction",
"58": "True_Misconception:Wrong_term",
"59": "True_Neither:NA"
},
"initializer_range": 0.02,
"intermediate_size": 4096,
"label2id": {
"False_Correct:NA": 0,
"False_Misconception:Adding_across": 1,
"False_Misconception:Adding_terms": 2,
"False_Misconception:Additive": 3,
"False_Misconception:Base_rate": 4,
"False_Misconception:Certainty": 5,
"False_Misconception:Definition": 6,
"False_Misconception:Denominator-only_change": 7,
"False_Misconception:Division": 8,
"False_Misconception:Duplication": 9,
"False_Misconception:Firstterm": 10,
"False_Misconception:FlipChange": 11,
"False_Misconception:Ignores_zeroes": 12,
"False_Misconception:Incomplete": 13,
"False_Misconception:Incorrect_equivalent_fraction_addition": 14,
"False_Misconception:Interior": 15,
"False_Misconception:Inverse_operation": 16,
"False_Misconception:Inversion": 17,
"False_Misconception:Irrelevant": 18,
"False_Misconception:Longer_is_bigger": 19,
"False_Misconception:Mult": 20,
"False_Misconception:Multiplying_by_4": 21,
"False_Misconception:Not_variable": 22,
"False_Misconception:Positive": 23,
"False_Misconception:Scale": 24,
"False_Misconception:Shorter_is_bigger": 25,
"False_Misconception:Subtraction": 26,
"False_Misconception:SwapDividend": 27,
"False_Misconception:Tacking": 28,
"False_Misconception:Unknowable": 29,
"False_Misconception:WNB": 30,
"False_Misconception:Whole_numbers_larger": 31,
"False_Misconception:Wrong_Fraction": 32,
"False_Misconception:Wrong_Operation": 33,
"False_Misconception:Wrong_fraction": 34,
"False_Misconception:Wrong_term": 35,
"False_Neither:NA": 36,
"True_Correct:NA": 37,
"True_Misconception:Additive": 38,
"True_Misconception:Definition": 39,
"True_Misconception:Denominator-only_change": 40,
"True_Misconception:Division": 41,
"True_Misconception:Duplication": 42,
"True_Misconception:Firstterm": 43,
"True_Misconception:FlipChange": 44,
"True_Misconception:Incomplete": 45,
"True_Misconception:Incorrect_equivalent_fraction_addition": 46,
"True_Misconception:Inversion": 47,
"True_Misconception:Irrelevant": 48,
"True_Misconception:Mult": 49,
"True_Misconception:Multiplying_by_4": 50,
"True_Misconception:Positive": 51,
"True_Misconception:Shorter_is_bigger": 52,
"True_Misconception:Subtraction": 53,
"True_Misconception:SwapDividend": 54,
"True_Misconception:Tacking": 55,
"True_Misconception:WNB": 56,
"True_Misconception:Wrong_fraction": 57,
"True_Misconception:Wrong_term": 58,
"True_Neither:NA": 59
},
"layer_norm_eps": 1e-07,
"legacy": true,
"max_position_embeddings": 512,
"max_relative_positions": -1,
"model_type": "deberta-v2",
"norm_rel_ebd": "layer_norm",
"num_attention_heads": 16,
"num_hidden_layers": 24,
"pad_token_id": 0,
"pooler_dropout": 0,
"pooler_hidden_act": "gelu",
"pooler_hidden_size": 1024,
"pos_att_type": [
"p2c",
"c2p"
],
"position_biased_input": false,
"position_buckets": 256,
"relative_attention": true,
"share_att_key": true,
"torch_dtype": "float32",
"transformers_version": "4.53.3",
"type_vocab_size": 0,
"vocab_size": 128100
}
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