Simon Clematide commited on
Commit ·
9a7c6be
1
Parent(s): 758fd01
Initial model upload
Browse files- README.md +4 -2
- config.json +71 -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 +59 -0
- trainer_state.json +88 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
README.md
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---
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-
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-
---
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# German GBERT LARGE Trained on Archival Data Containing Local History Facts
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---
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## license: cc-by-sa-4.0
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config.json
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{
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"_name_or_path": "deepset/gbert-large",
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"architectures": [
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"BertForTokenClassification"
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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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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 1024,
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"id2label": {
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"0": "O",
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"1": "B-REGISTER",
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"2": "I-REGISTER",
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"3": "B-ZEIT",
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"4": "I-ZEIT",
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"5": "B-ORT",
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"6": "I-ORT",
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"7": "B-QUELLE",
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"8": "I-QUELLE",
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"9": "B-HAUS",
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"10": "I-HAUS",
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"11": "B-BERUF",
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"12": "I-BERUF",
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"13": "B-POI",
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"14": "I-POI",
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"15": "B-PERS",
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"16": "I-PERS",
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"17": "B-FIRMA",
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"18": "I-FIRMA",
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"19": "B-STRASSE",
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"20": "I-STRASSE"
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},
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"label2id": {
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"B-BERUF": 11,
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"B-FIRMA": 17,
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"B-HAUS": 9,
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"B-ORT": 5,
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"B-PERS": 15,
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"B-POI": 13,
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"B-QUELLE": 7,
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"B-REGISTER": 1,
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"B-STRASSE": 19,
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"B-ZEIT": 3,
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"I-BERUF": 12,
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"I-FIRMA": 18,
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"I-HAUS": 10,
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"I-ORT": 6,
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"I-PERS": 16,
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"I-POI": 14,
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"I-QUELLE": 8,
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"I-REGISTER": 2,
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"I-STRASSE": 20,
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"I-ZEIT": 4,
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"O": 0
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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": 16,
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"num_hidden_layers": 24,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.48.2",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 31102
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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 sha256:592635d4fab5ae641981f0cc5a2fe748ecf99b47a93575fafa17f586e5ba1f9e
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size 1338877748
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:1bb5772ca8991d038ef4b954f83f57713eab658c380c09d1b6361c7f3c1549f3
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size 2677978087
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:013d13e4b269a8648da58d2f40bf48e004388ea0631771b8c8e588ab75375092
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size 13990
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:aa9d0002a7093b476e437f7fc9349f4919b728c176911d2ad82b8fe71e4a24ef
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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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"101": {
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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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"102": {
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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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"103": {
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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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"104": {
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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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"extra_special_tokens": {},
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"mask_token": "[MASK]",
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"max_len": 512,
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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": false,
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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": 0.2930234372615814,
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"best_model_checkpoint": "hf-ner-sample_004-gbert-large.model/checkpoint-115",
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"epoch": 5.0,
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| 5 |
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"eval_steps": 500,
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"global_step": 115,
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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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"eval_f1": 0.3486529318541997,
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"eval_loss": 0.8595609068870544,
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| 15 |
+
"eval_precision": 0.32934131736526945,
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| 16 |
+
"eval_recall": 0.37037037037037035,
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| 17 |
+
"eval_runtime": 1.0185,
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| 18 |
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"eval_samples_per_second": 57.93,
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| 19 |
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"eval_steps_per_second": 2.946,
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"step": 23
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},
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{
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"epoch": 2.0,
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"eval_f1": 0.6369230769230769,
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"eval_loss": 0.47271719574928284,
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| 26 |
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"eval_precision": 0.5864022662889519,
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| 27 |
+
"eval_recall": 0.696969696969697,
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| 28 |
+
"eval_runtime": 0.9355,
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| 29 |
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"eval_samples_per_second": 63.071,
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| 30 |
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"eval_steps_per_second": 3.207,
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"step": 46
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},
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{
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"epoch": 3.0,
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| 35 |
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"eval_f1": 0.7248764415156508,
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| 36 |
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"eval_loss": 0.33701092004776,
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| 37 |
+
"eval_precision": 0.7096774193548387,
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| 38 |
+
"eval_recall": 0.7407407407407407,
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| 39 |
+
"eval_runtime": 0.9711,
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| 40 |
+
"eval_samples_per_second": 60.758,
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| 41 |
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"eval_steps_per_second": 3.089,
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| 42 |
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"step": 69
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},
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{
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| 45 |
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"epoch": 4.0,
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| 46 |
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"eval_f1": 0.765472312703583,
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| 47 |
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"eval_loss": 0.296609491109848,
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| 48 |
+
"eval_precision": 0.7413249211356467,
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| 49 |
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"eval_recall": 0.7912457912457912,
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| 50 |
+
"eval_runtime": 0.9576,
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| 51 |
+
"eval_samples_per_second": 61.61,
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| 52 |
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"eval_steps_per_second": 3.133,
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| 53 |
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"step": 92
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},
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{
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| 56 |
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"epoch": 5.0,
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| 57 |
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"eval_f1": 0.7568438003220611,
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| 58 |
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"eval_loss": 0.2930234372615814,
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| 59 |
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"eval_precision": 0.7253086419753086,
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| 60 |
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"eval_recall": 0.7912457912457912,
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| 61 |
+
"eval_runtime": 0.9995,
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| 62 |
+
"eval_samples_per_second": 59.03,
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| 63 |
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"eval_steps_per_second": 3.002,
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| 64 |
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"step": 115
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}
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],
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"logging_steps": 500,
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| 68 |
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"max_steps": 230,
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| 69 |
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"num_input_tokens_seen": 0,
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| 70 |
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"num_train_epochs": 10,
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| 71 |
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"save_steps": 500,
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| 72 |
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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": false
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},
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"attributes": {}
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}
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},
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"total_flos": 555656517635304.0,
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| 85 |
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"train_batch_size": 24,
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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:da153a41811865f9d39826675d0707e386cba820ad73e3cf4b1f8b57adcd9dda
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size 5368
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vocab.txt
ADDED
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The diff for this file is too large to render.
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