johnjose223
commited on
Commit
•
51ba62e
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Parent(s):
c147100
Upload with huggingface_hub
Browse files- .gitattributes +1 -0
- README.md +53 -0
- all_results.json +14 -0
- config.json +26 -0
- eval_nbest_predictions.json +3 -0
- eval_predictions.json +0 -0
- eval_results.json +9 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +13 -0
- train_results.json +8 -0
- trainer_state.json +139 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
.gitattributes
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@@ -32,3 +32,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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eval_nbest_predictions.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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license: apache-2.0
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tags:
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- generated_from_trainer
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datasets:
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- squad
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model-index:
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- name: wd_0.01_bs_12_lr_2e-05_epochs_4
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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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# wd_0.01_bs_12_lr_2e-05_epochs_4
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This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on the squad dataset.
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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: 36
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- eval_batch_size: 24
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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: 4.0
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### Training results
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### Framework versions
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- Transformers 4.27.4
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- Pytorch 1.13.1
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- Datasets 2.11.0
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- Tokenizers 0.11.0
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all_results.json
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{
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"epoch": 4.0,
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"eval_exact_match": 80.56764427625355,
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"eval_f1": 88.20408506306627,
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"eval_runtime": 64.6352,
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"eval_samples": 10822,
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"eval_samples_per_second": 167.432,
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"eval_steps_per_second": 6.978,
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"train_loss": 0.8512596145846539,
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"train_runtime": 3575.2739,
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"train_samples": 88729,
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"train_samples_per_second": 99.27,
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"train_steps_per_second": 2.758
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}
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config.json
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{
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"_name_or_path": "bert-base-cased",
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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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"gradient_checkpointing": false,
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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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"initializer_range": 0.02,
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"intermediate_size": 3072,
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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": 12,
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"num_hidden_layers": 12,
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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": "4.27.4",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 28996
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}
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eval_nbest_predictions.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:79226e833cb294b468823a615696e7accdd3669e91c2daefb35f06249f06b4d4
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size 48649013
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eval_predictions.json
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eval_results.json
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{
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"eval_steps_per_second": 6.978
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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:d36218bf33ad0523c586a275648e1574b0e23a488464826971992624eb39f3bd
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size 430957037
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special_tokens_map.json
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{
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"pad_token": "[PAD]",
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tokenizer.json
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tokenizer_config.json
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train_results.json
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trainer_state.json
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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vocab.txt
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