Upload folder using huggingface_hub
Browse files- config.json +45 -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 +51 -0
- tokenizer.json +0 -0
- tokenizer_config.json +58 -0
- trainer_state.json +172 -0
- training_args.bin +3 -0
- vocab.json +0 -0
config.json
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{
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"_name_or_path": "TUM/GottBERT_base_best",
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"architectures": [
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"RobertaForTokenClassification"
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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": "O",
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"1": "B-DF",
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"2": "I-DF",
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"3": "B-GF",
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"4": "I-GF",
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"5": "B-VF",
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"6": "I-VF"
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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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"B-DF": 1,
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"B-GF": 3,
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"B-VF": 5,
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"I-DF": 2,
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"I-GF": 4,
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"I-VF": 6,
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"O": 0
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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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"torch_dtype": "float32",
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"transformers_version": "4.47.1",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 52009
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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:d16145fecd1a785c3ba0cd1adff01acdac5735ae64e3e0724c64ba1bfb52a23e
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size 501623188
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:7fd409acf7f25b76c0738b6dbed2b4572afc4c6fabfbad855dc28f94c9715f05
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size 1003359418
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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 sha256:67a0c5c299cf4cf4d2698b8536c2cc16b11a9f613f6883c3a39162f7c6bac6b5
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size 1064
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special_tokens_map.json
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{
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"bos_token": {
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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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},
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"cls_token": {
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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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},
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"eos_token": {
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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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},
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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": {
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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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},
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"sep_token": {
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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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},
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"unk_token": {
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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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}
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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": true,
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"added_tokens_decoder": {
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"0": {
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| 5 |
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"content": "<s>",
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"lstrip": false,
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| 7 |
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"normalized": true,
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| 8 |
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"rstrip": false,
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"single_word": false,
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"special": true
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| 11 |
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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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| 16 |
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"rstrip": false,
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"single_word": false,
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"special": true
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| 19 |
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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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| 24 |
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"rstrip": false,
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| 25 |
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"single_word": false,
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| 26 |
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"special": true
|
| 27 |
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},
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| 28 |
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"3": {
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| 29 |
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"content": "<unk>",
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| 30 |
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"lstrip": false,
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| 31 |
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"normalized": true,
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| 32 |
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"rstrip": false,
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| 33 |
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"single_word": false,
|
| 34 |
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"special": true
|
| 35 |
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},
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| 36 |
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"52008": {
|
| 37 |
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"content": "<mask>",
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| 38 |
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"lstrip": true,
|
| 39 |
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"normalized": false,
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| 40 |
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"rstrip": false,
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| 41 |
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"single_word": false,
|
| 42 |
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"special": true
|
| 43 |
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}
|
| 44 |
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},
|
| 45 |
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"bos_token": "<s>",
|
| 46 |
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"clean_up_tokenization_spaces": false,
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| 47 |
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"cls_token": "<s>",
|
| 48 |
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"eos_token": "</s>",
|
| 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": 1000000000000000019884624838656,
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| 53 |
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"pad_token": "<pad>",
|
| 54 |
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"sep_token": "</s>",
|
| 55 |
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"tokenizer_class": "RobertaTokenizer",
|
| 56 |
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"trim_offsets": true,
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| 57 |
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"unk_token": "<unk>"
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| 58 |
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}
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trainer_state.json
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| 1 |
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{
|
| 2 |
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"best_metric": 0.2843865156173706,
|
| 3 |
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"best_model_checkpoint": "GottBERT_base_best-ner/checkpoint-1257",
|
| 4 |
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"epoch": 5.0,
|
| 5 |
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"eval_steps": 500,
|
| 6 |
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"global_step": 6285,
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| 7 |
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"is_hyper_param_search": false,
|
| 8 |
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"is_local_process_zero": true,
|
| 9 |
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"is_world_process_zero": true,
|
| 10 |
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"log_history": [
|
| 11 |
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{
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| 12 |
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"learning_rate": 1.9204455051710422e-05,
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"loss": 0.5037,
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"step": 500
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| 17 |
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},
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| 18 |
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{
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"learning_rate": 1.8408910103420846e-05,
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"loss": 0.3731,
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"step": 1000
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},
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| 25 |
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{
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| 26 |
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"epoch": 1.0,
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| 27 |
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"eval_f1": 0.8078049996882987,
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"eval_loss": 0.2843865156173706,
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"eval_precision": 0.8352455846332345,
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| 30 |
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"eval_recall": 0.7821100917431193,
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| 31 |
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"eval_runtime": 12.9482,
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| 32 |
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"eval_samples_per_second": 168.441,
|
| 33 |
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"eval_steps_per_second": 21.084,
|
| 34 |
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"step": 1257
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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": 1.1933174224343674,
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| 38 |
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"grad_norm": 2.206559896469116,
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"learning_rate": 1.7613365155131266e-05,
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| 40 |
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"loss": 0.3204,
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| 41 |
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"step": 1500
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| 42 |
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},
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| 43 |
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{
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| 44 |
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"learning_rate": 1.681782020684169e-05,
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"loss": 0.3073,
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"step": 2000
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| 49 |
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},
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| 50 |
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{
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"learning_rate": 1.602227525855211e-05,
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"loss": 0.307,
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vocab.json
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