mortezaem/distilbert-base-uncased-lora-text-classification
Browse files- README.md +67 -0
- model.safetensors +3 -0
- runs/Apr18_10-19-09_006abd59295e/events.out.tfevents.1713435590.006abd59295e.10349.0 +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +55 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
README.md
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---
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license: apache-2.0
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base_model: distilbert-base-uncased
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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model-index:
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- name: results
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# results
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This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.4732
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- Accuracy: 0.7753
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 5e-05
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- train_batch_size: 32
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- eval_batch_size: 16
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 8
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:-----:|:---------------:|:--------:|
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| 0.5092 | 1.0 | 5688 | 0.4979 | 0.7591 |
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| 0.4928 | 2.0 | 11376 | 0.4876 | 0.7662 |
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| 0.4915 | 3.0 | 17064 | 0.4821 | 0.7711 |
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| 0.4787 | 4.0 | 22752 | 0.4779 | 0.7731 |
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| 0.4757 | 5.0 | 28440 | 0.4767 | 0.7746 |
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| 0.473 | 6.0 | 34128 | 0.4743 | 0.775 |
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| 0.4649 | 7.0 | 39816 | 0.4741 | 0.7751 |
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| 0.4709 | 8.0 | 45504 | 0.4732 | 0.7753 |
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### Framework versions
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- Transformers 4.39.3
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- Pytorch 2.2.1+cu121
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- Datasets 2.18.0
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- Tokenizers 0.15.2
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:61f27a87c1a593e7cb59b86677b3c0bd3f137c9d22c504e41e022e4b24266c16
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size 270352888
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runs/Apr18_10-19-09_006abd59295e/events.out.tfevents.1713435590.006abd59295e.10349.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:e57ae894890c098ee44f2240afec7e14e96fbfabdd686005c048bf0882198fee
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size 26874
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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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"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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"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_lower_case": true,
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"mask_token": "[MASK]",
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"model_max_length": 512,
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"strip_accents": null,
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"tokenize_chinese_chars": true,
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"tokenizer_class": "DistilBertTokenizer",
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"unk_token": "[UNK]"
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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 sha256:2d841be74eafa84e1406ced8c664754c9a2e99e2c775cee382d39c824766df88
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size 4920
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vocab.txt
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