Training in progress, epoch 1, checkpoint
Browse files- last-checkpoint/config.json +68 -0
- last-checkpoint/model.safetensors +3 -0
- last-checkpoint/optimizer.pt +3 -0
- last-checkpoint/rng_state.pth +3 -0
- last-checkpoint/scheduler.pt +3 -0
- last-checkpoint/special_tokens_map.json +7 -0
- last-checkpoint/tokenizer.json +0 -0
- last-checkpoint/tokenizer_config.json +55 -0
- last-checkpoint/trainer_state.json +46 -0
- last-checkpoint/training_args.bin +3 -0
- last-checkpoint/vocab.txt +0 -0
last-checkpoint/config.json
ADDED
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{
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"_name_or_path": "distilbert/distilbert-base-uncased",
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"activation": "gelu",
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"architectures": [
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"DistilBertForTokenClassification"
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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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"id2label": {
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"0": "O",
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"1": "rescue_volunteering_or_donation_effort",
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"2": "injured_or_dead_people",
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"3": "infrastructure_and_utility_damage",
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"4": "caution_and_advice",
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"5": "displaced_people_and_evacuations",
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"6": "requests_or_urgent_needs",
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"7": "missing_or_found_people",
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"8": "Country",
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"9": "State",
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"10": "City/town",
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"11": "Island",
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"12": "Human-made Point-of-Interest",
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"13": "County",
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"14": "Natural Point-of-Interest",
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"15": "District",
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"16": "Neighborhood",
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"17": "Continent",
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"18": "Road/street",
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"19": "Other locations"
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},
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"initializer_range": 0.02,
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"label2id": {
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"City/town": 10,
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"Continent": 17,
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"Country": 8,
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"County": 13,
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"District": 15,
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"Human-made Point-of-Interest": 12,
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"Island": 11,
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"Natural Point-of-Interest": 14,
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"Neighborhood": 16,
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"O": 0,
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"Other locations": 19,
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"Road/street": 18,
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"State": 9,
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"caution_and_advice": 4,
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"displaced_people_and_evacuations": 5,
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"infrastructure_and_utility_damage": 3,
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"injured_or_dead_people": 2,
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"missing_or_found_people": 7,
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"requests_or_urgent_needs": 6,
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"rescue_volunteering_or_donation_effort": 1
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},
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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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"pad_token_id": 0,
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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": "4.44.2",
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"vocab_size": 30522
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}
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last-checkpoint/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:195207a70a8fe22c2a0c8bd167c759660ca9d3f476ee2d1b001c79c154fa9a01
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size 265525384
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last-checkpoint/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:fc5c9a08aeb98436692a0a2d2fb8e1d0ec0e4c0137e0573c1a7a794323a77092
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size 531111610
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last-checkpoint/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:d5f0cf0e173c4c2fd8089a1d3f5cecf37d06f9080879b097a374c4d68d5bafba
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size 14244
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last-checkpoint/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:7552183c41db4eec8c8f8fc7afb681eb3d851a7704812bbfe2c4d5e52e9c2ace
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size 1064
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last-checkpoint/special_tokens_map.json
ADDED
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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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last-checkpoint/tokenizer.json
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last-checkpoint/tokenizer_config.json
ADDED
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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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| 38 |
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"normalized": false,
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| 39 |
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"rstrip": false,
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| 40 |
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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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| 45 |
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"cls_token": "[CLS]",
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| 46 |
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"do_lower_case": true,
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| 47 |
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"mask_token": "[MASK]",
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| 48 |
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"model_max_length": 512,
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| 49 |
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"pad_token": "[PAD]",
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| 50 |
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"sep_token": "[SEP]",
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| 51 |
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"strip_accents": null,
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| 52 |
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"tokenize_chinese_chars": true,
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| 53 |
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"tokenizer_class": "DistilBertTokenizer",
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| 54 |
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"unk_token": "[UNK]"
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}
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last-checkpoint/trainer_state.json
ADDED
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{
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"best_metric": 0.053295835852622986,
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| 3 |
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"best_model_checkpoint": "BERT_NER/checkpoint-450",
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| 4 |
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"epoch": 1.0,
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| 5 |
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"eval_steps": 500,
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| 6 |
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"global_step": 450,
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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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"eval_accuracy": 0.985823027112713,
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| 14 |
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"eval_f1": 0.8679042559541575,
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| 15 |
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"eval_loss": 0.053295835852622986,
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| 16 |
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"eval_model_preparation_time": 0.008,
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| 17 |
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"eval_precision": 0.862498517024558,
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| 18 |
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"eval_recall": 0.8733781835655935,
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| 19 |
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"eval_runtime": 5.9899,
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| 20 |
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"eval_samples_per_second": 343.247,
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| 21 |
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"eval_steps_per_second": 10.852,
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| 22 |
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"step": 450
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| 23 |
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}
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| 24 |
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],
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| 25 |
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"logging_steps": 500,
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| 26 |
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"max_steps": 22500,
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| 27 |
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"num_input_tokens_seen": 0,
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| 28 |
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"num_train_epochs": 50,
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| 29 |
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"save_steps": 500,
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| 30 |
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"stateful_callbacks": {
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| 31 |
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"TrainerControl": {
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| 32 |
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"args": {
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| 33 |
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"should_epoch_stop": false,
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| 34 |
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"should_evaluate": false,
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| 35 |
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"should_log": false,
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| 36 |
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"should_save": true,
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| 37 |
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"should_training_stop": false
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| 38 |
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},
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| 39 |
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"attributes": {}
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| 40 |
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}
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| 41 |
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},
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| 42 |
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"total_flos": 268019453393808.0,
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| 43 |
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"train_batch_size": 32,
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| 44 |
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"trial_name": null,
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| 45 |
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"trial_params": null
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| 46 |
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}
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last-checkpoint/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:dfba8f0805b6fdf886a2eac04f2e4c7f540cba025e35f90c50ac4fb4c7c0ea69
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size 5176
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last-checkpoint/vocab.txt
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The diff for this file is too large to render.
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