Tarun Anand
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Browse files- README.md +60 -0
- config.json +27 -0
- merges.txt +0 -0
- pytorch_model.bin +3 -0
- runs/Nov01_11-22-11_f2b310c58ae9/1635765747.1314385/events.out.tfevents.1635765747.f2b310c58ae9.92.1 +3 -0
- runs/Nov01_11-22-11_f2b310c58ae9/events.out.tfevents.1635765747.f2b310c58ae9.92.0 +3 -0
- runs/Nov01_11-24-34_f2b310c58ae9/1635765883.224008/events.out.tfevents.1635765883.f2b310c58ae9.586.1 +3 -0
- runs/Nov01_11-24-34_f2b310c58ae9/events.out.tfevents.1635765883.f2b310c58ae9.586.0 +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- training_args.bin +3 -0
- vocab.json +0 -0
README.md
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---
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license: mit
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tags:
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- generated_from_trainer
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datasets:
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- squad_v2
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model-index:
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- name: roberta-base-finetuned-squad2
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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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# roberta-base-finetuned-squad2
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This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on the squad_v2 dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.9325
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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: 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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| 0.88 | 1.0 | 8160 | 0.8129 |
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| 0.6643 | 2.0 | 16320 | 0.8567 |
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| 0.5096 | 3.0 | 24480 | 0.9325 |
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### Framework versions
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- Transformers 4.12.2
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- Pytorch 1.9.0+cu111
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- Datasets 1.14.0
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- Tokenizers 0.10.3
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config.json
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{
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"_name_or_path": "roberta-base",
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"architectures": [
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"RobertaForQuestionAnswering"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"classifier_dropout": null,
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"eos_token_id": 2,
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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-05,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.12.2",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 50265
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}
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merges.txt
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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size 496311025
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runs/Nov01_11-22-11_f2b310c58ae9/1635765747.1314385/events.out.tfevents.1635765747.f2b310c58ae9.92.1
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version https://git-lfs.github.com/spec/v1
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runs/Nov01_11-22-11_f2b310c58ae9/events.out.tfevents.1635765747.f2b310c58ae9.92.0
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runs/Nov01_11-24-34_f2b310c58ae9/1635765883.224008/events.out.tfevents.1635765883.f2b310c58ae9.586.1
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version https://git-lfs.github.com/spec/v1
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runs/Nov01_11-24-34_f2b310c58ae9/events.out.tfevents.1635765883.f2b310c58ae9.586.0
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special_tokens_map.json
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{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": false}}
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tokenizer.json
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tokenizer_config.json
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{"unk_token": "<unk>", "bos_token": "<s>", "eos_token": "</s>", "add_prefix_space": false, "errors": "replace", "sep_token": "</s>", "cls_token": "<s>", "pad_token": "<pad>", "mask_token": "<mask>", "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "roberta-base", "tokenizer_class": "RobertaTokenizer"}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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vocab.json
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