Commit
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6e4a371
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Parent(s):
97dd670
Training in progress, step 100
Browse files- README.md +27 -8
- config.json +1 -1
- generation_config.json +1 -1
- pytorch_model.bin +1 -1
- special_tokens_map.json +1 -7
- tokenizer_config.json +0 -42
- training_args.bin +2 -2
README.md
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---
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license: apache-2.0
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base_model:
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tags:
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- generated_from_trainer
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datasets:
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@@ -15,7 +15,9 @@ should probably proofread and complete it, then remove this comment. -->
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# run_opt
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This model is a fine-tuned version of [
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## Model description
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@@ -43,18 +45,35 @@ The following hyperparameters were used during training:
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- lr_scheduler_warmup_steps: 100
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- num_epochs:
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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### Framework versions
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- Transformers 4.
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- Pytorch
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- Datasets 2.
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- Tokenizers 0.
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---
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license: apache-2.0
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base_model: bert-base-uncased
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tags:
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- generated_from_trainer
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datasets:
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# run_opt
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This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the wikitext dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0107
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## Model description
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- lr_scheduler_warmup_steps: 100
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- num_epochs: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 7.6252 | 0.55 | 100 | 6.4113 |
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| 4.839 | 1.1 | 200 | 2.0385 |
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| 0.9137 | 1.65 | 300 | 0.3108 |
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| 0.171 | 2.2 | 400 | 0.0877 |
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| 0.0542 | 2.75 | 500 | 0.0396 |
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| 0.025 | 3.29 | 600 | 0.0242 |
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| 0.0148 | 3.84 | 700 | 0.0180 |
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| 0.0098 | 4.39 | 800 | 0.0148 |
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| 0.0077 | 4.94 | 900 | 0.0130 |
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| 0.006 | 5.49 | 1000 | 0.0121 |
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| 0.0053 | 6.04 | 1100 | 0.0115 |
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| 0.0045 | 6.59 | 1200 | 0.0112 |
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| 0.0042 | 7.14 | 1300 | 0.0110 |
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| 0.0039 | 7.69 | 1400 | 0.0109 |
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| 0.0038 | 8.24 | 1500 | 0.0108 |
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| 0.0037 | 8.79 | 1600 | 0.0107 |
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| 0.0037 | 9.33 | 1700 | 0.0107 |
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| 0.0036 | 9.88 | 1800 | 0.0107 |
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### Framework versions
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- Transformers 4.33.1
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- Pytorch 1.12.1
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- Datasets 2.14.6
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- Tokenizers 0.13.3
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config.json
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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.
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 30522
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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": "4.33.1",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 30522
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generation_config.json
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{
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"_from_model_config": true,
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"pad_token_id": 0,
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"transformers_version": "4.
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}
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{
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"_from_model_config": true,
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"pad_token_id": 0,
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"transformers_version": "4.33.1"
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 438124333
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version https://git-lfs.github.com/spec/v1
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size 438124333
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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":
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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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},
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"sep_token": "[SEP]",
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"unk_token": "[UNK]"
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}
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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_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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"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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"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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"103": {
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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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"clean_up_tokenization_spaces": true,
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"cls_token": "[CLS]",
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"do_lower_case": true,
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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_lower_case": true,
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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:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:8e0d0bb29f293a55e44e7583d04f2a3e382a5ea8209ae54677a2375f081f16a2
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size 3951
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