End of training
Browse files- README.md +63 -0
- config.json +26 -0
- model.safetensors +3 -0
- runs/Nov10_16-14-48_a11ce8d7cb7f/events.out.tfevents.1762791290.a11ce8d7cb7f.790.0 +3 -0
- runs/Nov10_16-56-36_a11ce8d7cb7f/events.out.tfevents.1762793797.a11ce8d7cb7f.790.1 +3 -0
- runs/Nov10_16-58-25_a11ce8d7cb7f/events.out.tfevents.1762793907.a11ce8d7cb7f.790.2 +3 -0
- runs/Nov10_16-58-25_a11ce8d7cb7f/events.out.tfevents.1762793956.a11ce8d7cb7f.790.3 +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +58 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
README.md
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---
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library_name: transformers
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license: mit
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base_model: mmaguero/gn-bert-tiny-cased
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tags:
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- generated_from_trainer
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model-index:
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- name: multi-wiki-qa-gn-bert-tiny-cased
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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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# multi-wiki-qa-gn-bert-tiny-cased
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This model is a fine-tuned version of [mmaguero/gn-bert-tiny-cased](https://huggingface.co/mmaguero/gn-bert-tiny-cased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 4.2579
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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: 16
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- eval_batch_size: 16
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- seed: 42
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- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: linear
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- num_epochs: 5
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- mixed_precision_training: Native AMP
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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 | 201 | 4.3459 |
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| No log | 2.0 | 402 | 4.2300 |
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| 4.5082 | 3.0 | 603 | 4.1851 |
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| 4.5082 | 4.0 | 804 | 4.1651 |
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| 4.2284 | 5.0 | 1005 | 4.1620 |
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### Framework versions
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- Transformers 4.57.1
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- Pytorch 2.8.0+cu126
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- Datasets 4.0.0
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- Tokenizers 0.22.1
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config.json
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{
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"architectures": [
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"BertForQuestionAnswering"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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"dtype": "float32",
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"eos_token_ids": null,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 256,
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"initializer_range": 0.02,
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"intermediate_size": 768,
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "bert",
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"num_attention_heads": 4,
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"num_hidden_layers": 2,
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"output_past": true,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"transformers_version": "4.57.1",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 30000
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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 sha256:61dff2ddedcda329043df564625d9c3b4435cd3832752eb1b0ea633837677bbb
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size 36522312
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runs/Nov10_16-14-48_a11ce8d7cb7f/events.out.tfevents.1762791290.a11ce8d7cb7f.790.0
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version https://git-lfs.github.com/spec/v1
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runs/Nov10_16-56-36_a11ce8d7cb7f/events.out.tfevents.1762793797.a11ce8d7cb7f.790.1
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version https://git-lfs.github.com/spec/v1
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runs/Nov10_16-58-25_a11ce8d7cb7f/events.out.tfevents.1762793907.a11ce8d7cb7f.790.2
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version https://git-lfs.github.com/spec/v1
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runs/Nov10_16-58-25_a11ce8d7cb7f/events.out.tfevents.1762793956.a11ce8d7cb7f.790.3
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version https://git-lfs.github.com/spec/v1
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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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"1": {
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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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"2": {
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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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"3": {
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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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"4": {
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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_basic_tokenize": true,
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"do_lower_case": false,
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"extra_special_tokens": {},
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"mask_token": "[MASK]",
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"model_max_length": 1000000000000000019884624838656,
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"never_split": null,
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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": false,
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"tokenizer_class": "BertTokenizer",
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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 sha256:22b498c91b88deba5294e4c5e20dbb291422002e376190aaa95fcea606387ded
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size 5905
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vocab.txt
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