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mateffy
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news-classifier-onnx

Zero-Shot Classification
Transformers
ONNX
mobilebert
text-classification
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- {"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": ["MobileBertForSequenceClassification"], "finetuning_task": "mnli", "id2label": {"0": "U.S. NEWS", "1": "COMEDY", "2": "PARENTING", "3": "WORLD NEWS", "4": "CULTURE & ARTS", "5": "TECH", "6": "SPORTS", "7": "ENTERTAINMENT", "8": "POLITICS", "9": "WEIRD NEWS", "10": "ENVIRONMENT", "11": "EDUCATION", "12": "CRIME", "13": "SCIENCE", "14": "WELLNESS", "15": "BUSINESS", "16": "STYLE & BEAUTY", "17": "FOOD & DRINK", "18": "MEDIA", "19": "QUEER VOICES", "20": "HOME & LIVING", "21": "WOMEN", "22": "BLACK VOICES", "23": "TRAVEL", "24": "MONEY", "25": "RELIGION", "26": "LATINO VOICES", "27": "IMPACT", "28": "WEDDINGS", "29": "COLLEGE", "30": "PARENTS", "31": "ARTS & CULTURE", "32": "STYLE", "33": "GREEN", "34": "TASTE", "35": "HEALTHY LIVING", "36": "THE WORLDPOST", "37": "GOOD NEWS", "38": "WORLDPOST", "39": "FIFTY", "40": "ARTS", "41": "DIVORCE"}, "label2id": {"U.S. NEWS": 0, "COMEDY": 1, "PARENTING": 2, "WORLD NEWS": 3, "CULTURE & ARTS": 4, "TECH": 5, "SPORTS": 6, "ENTERTAINMENT": 7, "POLITICS": 8, "WEIRD NEWS": 9, "ENVIRONMENT": 10, "EDUCATION": 11, "CRIME": 12, "SCIENCE": 13, "WELLNESS": 14, "BUSINESS": 15, "STYLE & BEAUTY": 16, "FOOD & DRINK": 17, "MEDIA": 18, "QUEER VOICES": 19, "HOME & LIVING": 20, "WOMEN": 21, "BLACK VOICES": 22, "TRAVEL": 23, "MONEY": 24, "RELIGION": 25, "LATINO VOICES": 26, "IMPACT": 27, "WEDDINGS": 28, "COLLEGE": 29, "PARENTS": 30, "ARTS & CULTURE": 31, "STYLE": 32, "GREEN": 33, "TASTE": 34, "HEALTHY LIVING": 35, "THE WORLDPOST": 36, "GOOD NEWS": 37, "WORLDPOST": 38, "FIFTY": 39, "ARTS": 40, "DIVORCE": 41}, "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": "single_label_classification", "_name_or_path": "models/news-classifier-final", "_attn_implementation_autoset": false, "transformers_version": "4.48.1", "model_type": "mobilebert", "true_hidden_size": 128, "vocab_size": 30522, "hidden_size": 512, "num_hidden_layers": 24, "num_attention_heads": 4, "hidden_act": "relu", "intermediate_size": 512, "hidden_dropout_prob": 0.0, "attention_probs_dropout_prob": 0.1, "max_position_embeddings": 512, "type_vocab_size": 2, "initializer_range": 0.02, "layer_norm_eps": 1e-12, "embedding_size": 128, "trigram_input": true, "use_bottleneck": true, "intra_bottleneck_size": 128, "use_bottleneck_attention": false, "key_query_shared_bottleneck": true, "num_feedforward_networks": 4, "normalization_type": "no_norm", "classifier_activation": false, "classifier_dropout": null}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "return_dict": true,
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+ "add_cross_attention": false,
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+ "tie_encoder_decoder": false,
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+ "max_length": 20,
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+ "repetition_penalty": 1.0,
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+ "exponential_decay_length_penalty": null,
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+ "suppress_tokens": null,
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+ "begin_suppress_tokens": null,
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+ "architectures": [
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+ "MobileBertForSequenceClassification"
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+ ],
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+ "id2label": {
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+ "0": "U.S. NEWS",
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+ "1": "COMEDY",
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+ "2": "PARENTING",
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+ "3": "WORLD NEWS",
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+ "4": "CULTURE & ARTS",
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+ "5": "TECH",
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+ "6": "SPORTS",
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+ "7": "ENTERTAINMENT",
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+ "8": "POLITICS",
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+ "9": "WEIRD NEWS",
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+ "10": "ENVIRONMENT",
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+ "11": "EDUCATION",
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+ "13": "SCIENCE",
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+ "14": "WELLNESS",
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+ "15": "BUSINESS",
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+ "16": "STYLE & BEAUTY",
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+ "17": "FOOD & DRINK",
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+ "18": "MEDIA",
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+ "19": "QUEER VOICES",
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+ "20": "HOME & LIVING",
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+ "21": "WOMEN",
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+ "22": "BLACK VOICES",
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+ "23": "TRAVEL",
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+ "24": "MONEY",
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+ "25": "RELIGION",
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+ "26": "LATINO VOICES",
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+ "27": "IMPACT",
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+ "28": "WEDDINGS",
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+ "29": "COLLEGE",
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+ "30": "PARENTS",
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+ "31": "ARTS & CULTURE",
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+ "32": "STYLE",
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+ "33": "GREEN",
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+ "34": "TASTE",
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+ "35": "HEALTHY LIVING",
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+ "36": "THE WORLDPOST",
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+ "37": "GOOD NEWS",
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+ "38": "WORLDPOST",
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+ "39": "FIFTY",
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+ "40": "ARTS",
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+ "41": "DIVORCE"
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+ },
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+ "label2id": {
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+ "U.S. NEWS": 0,
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+ "COMEDY": 1,
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+ "PARENTING": 2,
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+ "WORLD NEWS": 3,
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+ "CULTURE & ARTS": 4,
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+ "TECH": 5,
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+ "PARENTS": 30,
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+ "ARTS & CULTURE": 31,
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+ "STYLE": 32,
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+ "GREEN": 33,
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+ "HEALTHY LIVING": 35,
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+ "THE WORLDPOST": 36,
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+ "GOOD NEWS": 37,
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+ "WORLDPOST": 38,
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+ "FIFTY": 39,
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+ "ARTS": 40,
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+ "DIVORCE": 41
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+ },
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+ "problem_type": "single_label_classification",
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+ "_name_or_path": "models/news-classifier-final",
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+ "_attn_implementation_autoset": false,
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+ "transformers_version": "4.48.1",
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+ "model_type": "mobilebert",
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+ "true_hidden_size": 128,
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+ "vocab_size": 30522,
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+ "hidden_size": 512,
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+ "max_position_embeddings": 512,
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+ "use_bottleneck_attention": false,
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+ "key_query_shared_bottleneck": true,
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+ "num_feedforward_networks": 4,
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+ "normalization_type": "no_norm",
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+ "classifier_activation": false,
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+ "classifier_dropout": null
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+ }