Upload folder using huggingface_hub
Browse files- config.json +52 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +15 -0
- tokenizer.json +0 -0
- tokenizer_config.json +58 -0
- trainer_state.json +114 -0
- training_args.bin +3 -0
- vocab.json +0 -0
config.json
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{
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"_name_or_path": "FacebookAI/roberta-base",
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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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"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": "Database_Administrator",
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"1": "Front_End_Developer",
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"2": "Java_Developer",
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"3": "Network_Administrator",
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"4": "Project_manager",
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"5": "Python_Developer",
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"6": "Security_Analyst",
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"7": "Software_Developer",
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"8": "Systems_Administrator",
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"9": "Web_Developer"
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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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"Database_Administrator": 0,
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"Front_End_Developer": 1,
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"Java_Developer": 2,
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"Network_Administrator": 3,
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"Project_manager": 4,
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"Python_Developer": 5,
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"Security_Analyst": 6,
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"Software_Developer": 7,
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"Systems_Administrator": 8,
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"Web_Developer": 9
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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": "4.47.0",
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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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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:3ccb3c20f996f7db83b6ed80bea16153aa4a812e2499a2f700dca68ce01eb381
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size 498637432
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:e4c86fb3095aa88248961db9aa32cb779521a2fdb08a15ea53b7bc675529eeaa
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size 997394618
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:83d12561e8bc2f99fce6fe583569911ad3e7e77972c0befb4c269aad958a982d
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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:b9644643501fbef465c8e31a535ee1bdd4165092f1b330bc053eb3042f38c15c
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size 1064
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special_tokens_map.json
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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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"added_tokens_decoder": {
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"0": {
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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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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"1": {
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"content": "<pad>",
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"lstrip": false,
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"normalized": true,
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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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"2": {
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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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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"3": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": true,
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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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"50264": {
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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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"special": true
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}
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},
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"bos_token": "<s>",
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| 46 |
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"clean_up_tokenization_spaces": false,
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| 47 |
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"cls_token": "<s>",
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| 48 |
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"eos_token": "</s>",
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| 49 |
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"errors": "replace",
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| 50 |
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"extra_special_tokens": {},
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| 51 |
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"mask_token": "<mask>",
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| 52 |
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"model_max_length": 512,
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| 53 |
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"pad_token": "<pad>",
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| 54 |
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"sep_token": "</s>",
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| 55 |
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"tokenizer_class": "RobertaTokenizer",
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| 56 |
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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
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{
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| 2 |
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"best_metric": 0.1274544596672058,
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| 3 |
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"best_model_checkpoint": "/kaggle/working/roberta/checkpoint-2828",
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| 4 |
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"epoch": 4.0,
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| 5 |
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"eval_steps": 500,
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| 6 |
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"global_step": 2828,
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| 7 |
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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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| 10 |
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"log_history": [
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| 11 |
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{
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| 12 |
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"epoch": 1.0,
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| 13 |
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"grad_norm": 1.6999297142028809,
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| 14 |
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"learning_rate": 1.8e-05,
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| 15 |
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"loss": 0.2439,
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| 16 |
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"step": 707
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| 17 |
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},
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| 18 |
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{
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| 19 |
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"epoch": 1.0,
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| 20 |
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"eval_accuracy": 0.7218914185639229,
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| 21 |
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"eval_f1": 0.9007320644216692,
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| 22 |
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"eval_loss": 0.150679811835289,
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"eval_roc_auc": 0.9822121828312566,
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"eval_runtime": 55.4792,
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| 25 |
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"eval_samples_per_second": 51.461,
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| 26 |
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"eval_steps_per_second": 1.622,
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| 27 |
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"step": 707
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| 28 |
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},
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| 29 |
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{
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| 30 |
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"epoch": 2.0,
|
| 31 |
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"grad_norm": 1.7074047327041626,
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| 32 |
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"learning_rate": 1.6000000000000003e-05,
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| 33 |
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"loss": 0.137,
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| 34 |
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"step": 1414
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| 35 |
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},
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| 36 |
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{
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| 37 |
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"epoch": 2.0,
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| 38 |
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"eval_accuracy": 0.7316987740805604,
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| 39 |
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"eval_f1": 0.9048584951221869,
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| 40 |
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"eval_loss": 0.133736252784729,
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"eval_roc_auc": 0.9851338793959923,
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"eval_runtime": 55.364,
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"eval_samples_per_second": 51.568,
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| 44 |
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"eval_steps_per_second": 1.626,
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| 45 |
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"step": 1414
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| 46 |
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},
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| 47 |
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{
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| 48 |
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"epoch": 3.0,
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| 49 |
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"grad_norm": 1.9398915767669678,
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"learning_rate": 1.4e-05,
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"loss": 0.1171,
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"step": 2121
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| 53 |
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},
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| 54 |
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{
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| 55 |
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"epoch": 3.0,
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| 56 |
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"eval_accuracy": 0.7362521891418564,
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"eval_f1": 0.90625,
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"eval_loss": 0.1344403326511383,
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"eval_roc_auc": 0.9848963143687399,
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"eval_runtime": 55.4806,
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"eval_samples_per_second": 51.459,
|
| 62 |
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"eval_steps_per_second": 1.622,
|
| 63 |
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"step": 2121
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| 64 |
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},
|
| 65 |
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{
|
| 66 |
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"epoch": 4.0,
|
| 67 |
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"grad_norm": 2.1260523796081543,
|
| 68 |
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"learning_rate": 1.2e-05,
|
| 69 |
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"loss": 0.1019,
|
| 70 |
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"step": 2828
|
| 71 |
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},
|
| 72 |
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{
|
| 73 |
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"epoch": 4.0,
|
| 74 |
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"eval_accuracy": 0.7537653239929948,
|
| 75 |
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"eval_f1": 0.9111714507370056,
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| 76 |
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"eval_loss": 0.1274544596672058,
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"eval_roc_auc": 0.9859811002047395,
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| 78 |
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"eval_runtime": 54.8086,
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| 79 |
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"eval_samples_per_second": 52.09,
|
| 80 |
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"eval_steps_per_second": 1.642,
|
| 81 |
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"step": 2828
|
| 82 |
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}
|
| 83 |
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],
|
| 84 |
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"logging_steps": 500,
|
| 85 |
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"max_steps": 7070,
|
| 86 |
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"num_input_tokens_seen": 0,
|
| 87 |
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"num_train_epochs": 10,
|
| 88 |
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"save_steps": 500,
|
| 89 |
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"stateful_callbacks": {
|
| 90 |
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"EarlyStoppingCallback": {
|
| 91 |
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"args": {
|
| 92 |
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"early_stopping_patience": 3,
|
| 93 |
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"early_stopping_threshold": 0.0
|
| 94 |
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},
|
| 95 |
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"attributes": {
|
| 96 |
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"early_stopping_patience_counter": 0
|
| 97 |
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}
|
| 98 |
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},
|
| 99 |
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"TrainerControl": {
|
| 100 |
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"args": {
|
| 101 |
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"should_epoch_stop": false,
|
| 102 |
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"should_evaluate": false,
|
| 103 |
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"should_log": false,
|
| 104 |
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"should_save": true,
|
| 105 |
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"should_training_stop": false
|
| 106 |
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},
|
| 107 |
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"attributes": {}
|
| 108 |
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}
|
| 109 |
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},
|
| 110 |
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"total_flos": 2.380273566633984e+16,
|
| 111 |
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"train_batch_size": 32,
|
| 112 |
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"trial_name": null,
|
| 113 |
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"trial_params": null
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| 114 |
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}
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training_args.bin
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:6b3fcb5565bf42ada122b070f4e725eab627fca96603f15be6ae6cc6079a6d8d
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| 3 |
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size 5304
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vocab.json
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