init push
Browse filestext-tag-classification model based on roberta model
- config.json +43 -0
- merges.txt +0 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +15 -0
- tokenizer.json +0 -0
- tokenizer_config.json +15 -0
- trainer_state.json +73 -0
- training_args.bin +3 -0
- vocab.json +0 -0
config.json
ADDED
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{
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"_name_or_path": "cardiffnlp/tweet-topic-19-multi",
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"architectures": [
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"RobertaForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"classifier_dropout": null,
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"eos_token_id": 2,
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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": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2",
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"3": "LABEL_3",
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"4": "LABEL_4"
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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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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_2": 2,
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"LABEL_3": 3,
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"LABEL_4": 4
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},
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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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": "4.32.1",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 50265
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}
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merges.txt
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:beb39eb62e3e975e942b7e20d5257d4f1c16a33d4cca9fdcf922a6ee3b8711e8
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size 997363962
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:16c508dd1a0cdeea48fe40f2a08b47a1ed4101d0bb76537d07c31bb1c32d197c
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size 498667310
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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:b9640a91e7e6753cf95b5f60260001414d9aa57a773571f3208074e088eaf14f
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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 sha256:5a433bae3653fac61f70f11ea3218b5b35f3f2bca8fae57191391d837dcf89ae
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size 1064
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special_tokens_map.json
ADDED
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{
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"bos_token": "<s>",
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"cls_token": "<s>",
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"eos_token": "</s>",
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"mask_token": {
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"content": "<mask>",
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"lstrip": true,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": "<pad>",
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"sep_token": "</s>",
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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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"add_prefix_space": false,
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"bos_token": "<s>",
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"clean_up_tokenization_spaces": true,
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"cls_token": "<s>",
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"eos_token": "</s>",
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"errors": "replace",
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"mask_token": "<mask>",
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"model_max_length": 512,
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"tokenizer_class": "RobertaTokenizer",
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"trim_offsets": true,
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"unk_token": "<unk>"
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}
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trainer_state.json
ADDED
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{
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"best_metric": null,
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"best_model_checkpoint": null,
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"epoch": 4.658385093167702,
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"eval_steps": 500,
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"global_step": 4500,
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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": 0.52,
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"learning_rate": 1.7929606625258798e-05,
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"loss": 0.3435,
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"step": 500
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},
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{
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"epoch": 1.04,
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"learning_rate": 1.58592132505176e-05,
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"loss": 0.2441,
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"step": 1000
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},
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{
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"epoch": 1.55,
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"learning_rate": 1.3788819875776398e-05,
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"loss": 0.2039,
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"step": 1500
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},
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{
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"epoch": 2.07,
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"learning_rate": 1.1718426501035198e-05,
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"loss": 0.1928,
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"step": 2000
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},
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{
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"epoch": 2.59,
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"learning_rate": 9.648033126293997e-06,
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"loss": 0.1636,
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"step": 2500
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},
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{
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"epoch": 3.11,
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"learning_rate": 7.577639751552796e-06,
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"loss": 0.1526,
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"step": 3000
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},
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{
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"epoch": 3.62,
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| 49 |
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"learning_rate": 5.507246376811595e-06,
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"loss": 0.1317,
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| 51 |
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"step": 3500
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},
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{
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"epoch": 4.14,
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| 55 |
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"learning_rate": 3.436853002070394e-06,
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| 56 |
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"loss": 0.1307,
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"step": 4000
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},
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{
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"epoch": 4.66,
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| 61 |
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"learning_rate": 1.3664596273291927e-06,
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"loss": 0.1115,
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"step": 4500
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}
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],
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"logging_steps": 500,
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| 67 |
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"max_steps": 4830,
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"num_train_epochs": 5,
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"save_steps": 500,
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"total_flos": 1.893924389455872e+16,
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| 71 |
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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
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:945b6422c5ef135c2891c247ee65e816ec44f9d03a5d1f2668c86082c5facb45
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size 4472
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vocab.json
ADDED
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The diff for this file is too large to render.
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