Initial commit of bert-uncased news classifier model
Browse files- config.json +115 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +191 -0
- training_args.bin +3 -0
config.json
ADDED
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{
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"_name_or_path": "google-bert/bert-base-uncased",
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"architectures": [
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"BertForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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"gradient_checkpointing": false,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "U.S. NEWS",
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"1": "COMEDY",
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"10": "ENVIRONMENT",
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"11": "EDUCATION",
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"12": "CRIME",
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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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"2": "PARENTING",
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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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"3": "WORLD NEWS",
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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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"4": "CULTURE & ARTS",
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"40": "ARTS",
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"41": "DIVORCE",
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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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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"ARTS": "40",
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"ARTS & CULTURE": "31",
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"BLACK VOICES": "22",
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"BUSINESS": "15",
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"COLLEGE": "29",
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"COMEDY": "1",
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"CRIME": "12",
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"CULTURE & ARTS": "4",
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"DIVORCE": "41",
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"EDUCATION": "11",
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"ENTERTAINMENT": "7",
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"ENVIRONMENT": "10",
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"FIFTY": "39",
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"FOOD & DRINK": "17",
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"GOOD NEWS": "37",
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"GREEN": "33",
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"HEALTHY LIVING": "35",
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"HOME & LIVING": "20",
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"IMPACT": "27",
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"LATINO VOICES": "26",
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"MEDIA": "18",
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"MONEY": "24",
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"PARENTING": "2",
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"PARENTS": "30",
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"POLITICS": "8",
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"QUEER VOICES": "19",
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"RELIGION": "25",
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"SCIENCE": "13",
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"SPORTS": "6",
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"STYLE": "32",
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"STYLE & BEAUTY": "16",
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"TASTE": "34",
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"TECH": "5",
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"THE WORLDPOST": "36",
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"TRAVEL": "23",
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"U.S. NEWS": "0",
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"WEDDINGS": "28",
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"WEIRD NEWS": "9",
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"WELLNESS": "14",
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"WOMEN": "21",
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"WORLD NEWS": "3",
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"WORLDPOST": "38"
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},
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "bert",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.48.0.dev0",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 30522
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}
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model.safetensors
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:aa6be0aaac658b4e79fab7e42f7f9d4d32c08425baa21ac4fde8e4022dd7384b
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size 438081688
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optimizer.pt
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:f3555de87341a2dcc8ec06724994441973550924e20a21e3f59d4534a16b5f82
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size 876287627
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rng_state.pth
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:466050a5d97bb23ab888aaec723ecc1ca4313d5bb3cdff24cbf1d438a836b6bd
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size 14645
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scheduler.pt
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:c3513ac14236a591f848e8f70b3bc13614b16e138e093f56d78106ac22054847
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size 1465
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trainer_state.json
ADDED
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@@ -0,0 +1,191 @@
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{
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"best_metric": 0.7803345268228339,
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"best_model_checkpoint": "../models/bert-uncased-news-classifier/checkpoint-2096",
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"epoch": 2.0,
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"eval_steps": 500,
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"global_step": 2096,
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"is_hyper_param_search": false,
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| 8 |
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"is_local_process_zero": true,
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| 9 |
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"is_world_process_zero": true,
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"log_history": [
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| 11 |
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{
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| 12 |
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training_args.bin
ADDED
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@@ -0,0 +1,3 @@
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