Upload 11 files
Browse files- config.json +26 -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 +61 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
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{
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"_name_or_path": "Geotrend/distilbert-base-uk-cased",
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"activation": "gelu",
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"architectures": [
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"DistilBertForSequenceClassification"
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],
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"attention_dropout": 0.1,
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"dim": 768,
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"dropout": 0.1,
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"hidden_dim": 3072,
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"initializer_range": 0.02,
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"max_position_embeddings": 512,
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"model_type": "distilbert",
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"n_heads": 12,
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"n_layers": 6,
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"output_past": true,
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"pad_token_id": 0,
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"problem_type": "single_label_classification",
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"qa_dropout": 0.1,
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"seq_classif_dropout": 0.2,
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"sinusoidal_pos_embds": false,
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"tie_weights_": true,
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"torch_dtype": "float32",
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"transformers_version": "4.35.0",
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"vocab_size": 11811
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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 sha256:649dbbba0ff50b6518d190e8d7aca183dd9c1ebe44b72324aa6bcb869ba2951d
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size 210352304
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:6ab4a79b45eda66355ca7185ea7c82f7c46b04e85f67632955bdefa9ccc7cb29
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size 420766906
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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:d81779f87dcc2a43431e0380eec9e1d65c0d3f1a8b42f8cc3eed93481cd63f79
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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 sha256:6e19aec562275e412c44374390de345bac40442f41f6b6c61719c88a1d6efda0
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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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"10": {
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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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"11": {
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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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"12": {
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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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"13": {
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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": false,
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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": "DistilBertTokenizer",
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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": 0.21257802844047546,
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"best_model_checkpoint": "geotrend-mdistill-bert-uk-all-finetuned-toxicity-classification/checkpoint-563",
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"epoch": 3.0,
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"eval_steps": 500,
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"global_step": 1689,
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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": 0.89,
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"learning_rate": 1.4079336885731204e-05,
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"loss": 0.3004,
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"step": 500
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},
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{
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"epoch": 1.0,
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"eval_loss": 0.21257802844047546,
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"eval_runtime": 2.7239,
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"eval_samples_per_second": 183.564,
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"eval_steps_per_second": 23.129,
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"step": 563
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},
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{
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"epoch": 1.78,
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"learning_rate": 8.158673771462404e-06,
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"loss": 0.1776,
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"step": 1000
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},
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{
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"epoch": 2.0,
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"eval_loss": 0.257038950920105,
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"eval_runtime": 2.76,
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"eval_samples_per_second": 181.156,
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"eval_steps_per_second": 22.826,
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"step": 1126
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},
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{
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"epoch": 2.66,
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"learning_rate": 2.238010657193606e-06,
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"step": 1500
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},
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{
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"epoch": 3.0,
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"eval_steps_per_second": 23.151,
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"step": 1689
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}
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],
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"logging_steps": 500,
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"max_steps": 1689,
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"num_train_epochs": 3,
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"save_steps": 500,
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"total_flos": 1788309881856000.0,
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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 sha256:54a31bd72b0ae8d7011e05300142ea8f2923e399ea82cf67e9d6921d72e8876e
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size 4664
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vocab.txt
ADDED
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