Upload 11 files
Browse files- config.json +49 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +57 -0
- trainer_state.json +95 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
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{
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"_name_or_path": "gklmip/bert-tagalog-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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"directionality": "bidi",
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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": "Age",
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"1": "Gender",
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"2": "Physical",
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"3": "Race",
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"4": "Religion",
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"5": "Others"
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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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"Age": 0,
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"Gender": 1,
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"Others": 5,
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"Physical": 2,
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"Race": 3,
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"Religion": 4
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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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"pooler_fc_size": 768,
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"pooler_num_attention_heads": 12,
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"pooler_num_fc_layers": 3,
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"pooler_size_per_head": 128,
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"pooler_type": "first_token_transform",
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"position_embedding_type": "absolute",
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"problem_type": "multi_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.41.2",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 52099
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:bfacbd6ce1e1f00afa0f95a9c83999336188eb37235f79bd3b544f668d3b89e8
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size 504255504
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:96627a13cb0f9557d9d8049dae3fd2c12494609e980e7efc95baad43607eba5f
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size 1008632058
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:10751bce6411252ba7ea497c44ee39e5601afdea1b3956302c9677e6e73470af
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size 14244
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:a9b82c227050b6c3f704bc63c89f4c99ed1b0e1d71eefea8dbbc7985739a0434
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size 1064
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special_tokens_map.json
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{
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"cls_token": "[CLS]",
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"mask_token": "[MASK]",
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"unk_token": "[UNK]"
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}
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tokenizer.json
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tokenizer_config.json
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{
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"added_tokens_decoder": {
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"0": {
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"content": "[PAD]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"100": {
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"content": "[UNK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"101": {
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"content": "[CLS]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"102": {
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"content": "[SEP]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"103": {
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"content": "[MASK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"clean_up_tokenization_spaces": true,
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"cls_token": "[CLS]",
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"do_basic_tokenize": true,
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"do_lower_case": true,
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"mask_token": "[MASK]",
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"model_max_length": 512,
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"never_split": null,
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"strip_accents": null,
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"tokenize_chinese_chars": true,
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"tokenizer_class": "BertTokenizer",
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"unk_token": "[UNK]"
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}
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trainer_state.json
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{
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"best_metric": 0.876997915218902,
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"best_model_checkpoint": "bert-multilabel-tagalog-hate-speech-classifier/checkpoint-790",
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"epoch": 5.0,
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"eval_steps": 500,
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"global_step": 790,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"epoch": 1.0,
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"step": 158
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{
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"epoch": 2.0,
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{
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{
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"loss": 0.2518,
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"step": 500
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{
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"step": 632
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{
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"step": 790
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}
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],
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"logging_steps": 500,
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"max_steps": 790,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 5,
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"save_steps": 500,
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"stateful_callbacks": {
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"TrainerControl": {
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"args": {
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"should_epoch_stop": false,
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"should_evaluate": false,
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"should_log": false,
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"should_save": true,
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"should_training_stop": true
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},
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"attributes": {}
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}
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},
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"total_flos": 414414795110400.0,
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"train_batch_size": 8,
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"trial_name": null,
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"trial_params": null
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:64dd6df4367f52352575621681c3862aeeaa1921cdc2c22c20704c357240ad31
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size 5176
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vocab.txt
ADDED
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