add first version
Browse files- README.md +2 -0
- model_checkpoint/config.json +57 -0
- model_checkpoint/merges.txt +0 -0
- model_checkpoint/optimizer.pt +3 -0
- model_checkpoint/pytorch_model.bin +3 -0
- model_checkpoint/rng_state.pth +3 -0
- model_checkpoint/scheduler.pt +3 -0
- model_checkpoint/special_tokens_map.json +1 -0
- model_checkpoint/tokenizer.json +0 -0
- model_checkpoint/tokenizer_config.json +1 -0
- model_checkpoint/trainer_state.json +82 -0
- model_checkpoint/training_args.bin +3 -0
- model_checkpoint/vocab.json +0 -0
README.md
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---
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license: cc-by-4.0
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---
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This model is a version of roberta which has been fine tuned for tokenclassification on the [LitBank](https://github.com/dbamman/litbank) dataset.
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---
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license: cc-by-4.0
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---
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model_checkpoint/config.json
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{
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"_name_or_path": "roberta-base",
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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": "B-FAC",
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"1": "I-FAC",
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"2": "B-GPE",
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"3": "I-GPE",
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"4": "B-LOC",
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"5": "I-LOC",
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"6": "B-ORG",
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"7": "I-ORG",
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"8": "B-PER",
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"9": "I-PER",
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"10": "B-VEH",
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"11": "I-VEH",
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"12": "O"
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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-FAC": 0,
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"B-GPE": 2,
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"B-LOC": 4,
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"B-ORG": 6,
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"B-PER": 8,
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"B-VEH": 10,
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"I-FAC": 1,
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"I-GPE": 3,
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"I-LOC": 5,
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"I-ORG": 7,
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"I-PER": 9,
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"I-VEH": 11,
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"O": 12
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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": "4.18.0",
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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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model_checkpoint/merges.txt
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model_checkpoint/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:aea2e481cfee2e9dc1637f1248b2d24f43748332fc25ee87742f06d0fcd3aaf6
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size 992635621
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model_checkpoint/pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:645ba5a76a0d7368e80a3f9a3fb036575d6ad18f6985037fdc50fc4bb838795e
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size 496331185
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model_checkpoint/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:32559fd6c7a2d8e13383efb4399366cfdad968c5d2880cad28af28f6114404a0
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size 14503
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model_checkpoint/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:9e231269fa3e75d13bad1624c515df82db9983ec08876117767b357d3cb99cc9
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size 623
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model_checkpoint/special_tokens_map.json
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{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": false}}
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model_checkpoint/tokenizer.json
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model_checkpoint/tokenizer_config.json
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{"errors": "replace", "bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": "<mask>", "add_prefix_space": true, "trim_offsets": true, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "roberta-base", "tokenizer_class": "RobertaTokenizer"}
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model_checkpoint/trainer_state.json
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{
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"best_metric": null,
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"best_model_checkpoint": null,
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"epoch": 3.0,
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"global_step": 2625,
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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": 0.57,
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"learning_rate": 4.047619047619048e-05,
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"loss": 0.3398,
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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_accuracy": 0.9404197400772744,
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"eval_f1": 0.7127468581687613,
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"eval_loss": 0.16514258086681366,
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"eval_precision": 0.6821305841924399,
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"eval_recall": 0.7462406015037594,
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"eval_runtime": 8.3315,
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"eval_samples_per_second": 96.741,
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"eval_steps_per_second": 12.123,
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"step": 875
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},
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{
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"epoch": 1.14,
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"learning_rate": 3.095238095238095e-05,
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"loss": 0.1895,
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"step": 1000
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},
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{
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"epoch": 1.71,
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"learning_rate": 2.1428571428571428e-05,
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"loss": 0.1346,
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"step": 1500
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.9471812434141201,
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"eval_f1": 0.7536488279522335,
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"eval_loss": 0.15585720539093018,
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"eval_precision": 0.7117794486215538,
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"eval_recall": 0.8007518796992481,
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"eval_runtime": 8.3949,
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"eval_samples_per_second": 96.011,
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"eval_steps_per_second": 12.031,
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"step": 1750
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},
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{
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"epoch": 2.29,
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"learning_rate": 1.1904761904761905e-05,
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"loss": 0.1163,
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"step": 2000
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},
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{
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"epoch": 2.86,
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"learning_rate": 2.3809523809523808e-06,
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"loss": 0.0711,
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"step": 2500
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},
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{
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"epoch": 3.0,
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"eval_accuracy": 0.9476642079381805,
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"eval_f1": 0.7592425608656447,
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"eval_loss": 0.17694610357284546,
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"eval_precision": 0.729636048526863,
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"eval_recall": 0.7913533834586466,
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"eval_runtime": 8.2863,
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"eval_samples_per_second": 97.268,
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"eval_steps_per_second": 12.189,
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"step": 2625
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}
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],
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"max_steps": 2625,
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"num_train_epochs": 3,
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"total_flos": 697494389101650.0,
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"trial_name": null,
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"trial_params": null
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}
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model_checkpoint/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:dde37f84323c61f149d5d8177e1b6a413f7d8dc34f34ddb2909f69e7a23cc9a3
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size 3119
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model_checkpoint/vocab.json
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