Commit
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77c4f7e
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Parent(s):
0803828
End of training
Browse files- README.md +58 -0
- config.json +24 -0
- model.safetensors +3 -0
- runs/Feb13_18-56-52_Ravi-Desktop/events.out.tfevents.1707865028.Ravi-Desktop.12188.0 +3 -0
- runs/Feb13_18-58-16_Ravi-Desktop/events.out.tfevents.1707865099.Ravi-Desktop.12188.1 +3 -0
- runs/Feb13_19-00-54_Ravi-Desktop/events.out.tfevents.1707865263.Ravi-Desktop.12188.2 +3 -0
- runs/Feb13_19-05-06_Ravi-Desktop/events.out.tfevents.1707865506.Ravi-Desktop.12188.3 +3 -0
- runs/Feb13_21-27-30_Ravi-Desktop/events.out.tfevents.1707874050.Ravi-Desktop.34976.0 +3 -0
- runs/Feb13_21-32-28_Ravi-Desktop/events.out.tfevents.1707874350.Ravi-Desktop.36548.0 +3 -0
- runs/Feb13_21-33-23_Ravi-Desktop/events.out.tfevents.1707874403.Ravi-Desktop.36548.1 +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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base_model: distilbert-base-uncased
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tags:
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- generated_from_trainer
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model-index:
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- name: my_awesome_qa_model
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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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# my_awesome_qa_model
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This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.8359
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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: 2e-05
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- train_batch_size: 64
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- eval_batch_size: 64
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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: 3
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| No log | 1.0 | 63 | 2.2025 |
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| No log | 2.0 | 126 | 1.8785 |
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| No log | 3.0 | 189 | 1.8359 |
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### Framework versions
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- Transformers 4.37.2
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- Pytorch 2.2.0+cu118
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- Datasets 2.17.0
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- Tokenizers 0.15.1
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config.json
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{
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"_name_or_path": "distilbert-base-uncased",
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"activation": "gelu",
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"architectures": [
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"DistilBertForQuestionAnswering"
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],
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"attention_dropout": 0.1,
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"dim": 768,
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"dropout": 0.1,
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"hidden_dim": 3072,
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"initializer_range": 0.02,
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"max_position_embeddings": 512,
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"model_type": "distilbert",
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"n_heads": 12,
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"n_layers": 6,
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"pad_token_id": 0,
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"qa_dropout": 0.1,
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"seq_classif_dropout": 0.2,
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"sinusoidal_pos_embds": false,
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"tie_weights_": true,
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"torch_dtype": "float32",
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"transformers_version": "4.37.2",
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"vocab_size": 30522
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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:e903cabec3c2671dfb30cea40cecfcfee58fc8eda0285acce88e8212e8c93804
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size 265470032
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runs/Feb13_18-56-52_Ravi-Desktop/events.out.tfevents.1707865028.Ravi-Desktop.12188.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:b793f2743ff75a496f93ef2c891e2a9278bdcf053902a6a71dcb98b64d9023ac
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size 4039
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runs/Feb13_18-58-16_Ravi-Desktop/events.out.tfevents.1707865099.Ravi-Desktop.12188.1
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version https://git-lfs.github.com/spec/v1
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size 4039
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runs/Feb13_19-00-54_Ravi-Desktop/events.out.tfevents.1707865263.Ravi-Desktop.12188.2
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version https://git-lfs.github.com/spec/v1
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size 4039
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runs/Feb13_19-05-06_Ravi-Desktop/events.out.tfevents.1707865506.Ravi-Desktop.12188.3
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version https://git-lfs.github.com/spec/v1
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size 4039
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runs/Feb13_21-27-30_Ravi-Desktop/events.out.tfevents.1707874050.Ravi-Desktop.34976.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:614a78675a458f3eb53ee879749909b1618d326c00b45beb48995fa41c791594
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size 4256
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runs/Feb13_21-32-28_Ravi-Desktop/events.out.tfevents.1707874350.Ravi-Desktop.36548.0
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version https://git-lfs.github.com/spec/v1
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runs/Feb13_21-33-23_Ravi-Desktop/events.out.tfevents.1707874403.Ravi-Desktop.36548.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:f815114f64e789b989d93dedba7910db306e675e21e40ba701ba070344ccf7a9
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size 5413
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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:f4938ffd40d823bed8b97b8692402c5ca58f015bb56e438f284cf07c3c16c716
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size 4728
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vocab.txt
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