mhr2004/roberta-base-nsp-10000-1e-06-16
Browse files- README.md +73 -0
- config.json +28 -0
- model.safetensors +3 -0
- training_args.bin +3 -0
README.md
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---
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license: mit
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base_model: roberta-base
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tags:
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- generated_from_trainer
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model-index:
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- name: roberta-base-nsp-10000-1e-06-16
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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-nsp-10000-1e-06-16
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This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.2827
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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: 1e-06
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- train_batch_size: 64
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- eval_batch_size: 1024
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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: 40
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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 | 157 | 0.6924 |
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| 0.6939 | 2.0 | 314 | 0.6904 |
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| 0.6909 | 3.0 | 471 | 0.6734 |
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| 0.6456 | 4.0 | 628 | 0.4767 |
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| 0.6456 | 5.0 | 785 | 0.3638 |
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| 0.4555 | 6.0 | 942 | 0.3189 |
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| 0.3506 | 7.0 | 1099 | 0.3019 |
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| 0.3029 | 8.0 | 1256 | 0.3013 |
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| 0.2722 | 9.0 | 1413 | 0.3003 |
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| 0.2722 | 10.0 | 1570 | 0.2986 |
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| 0.2582 | 11.0 | 1727 | 0.2850 |
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| 0.237 | 12.0 | 1884 | 0.2805 |
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| 0.2182 | 13.0 | 2041 | 0.2884 |
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| 0.2182 | 14.0 | 2198 | 0.2844 |
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| 0.208 | 15.0 | 2355 | 0.2876 |
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| 0.2026 | 16.0 | 2512 | 0.2927 |
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| 0.1908 | 17.0 | 2669 | 0.2827 |
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### Framework versions
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- Transformers 4.40.2
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- Pytorch 2.3.0+cu121
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- Datasets 2.19.1
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- Tokenizers 0.19.1
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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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"RobertaForSequenceClassification"
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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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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.40.2",
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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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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:24816e5f848c0aa0890f7ca79fe044af93082d94910d5a8f01d6fd189c371ad2
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size 498612824
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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:fa7456775cc3bae93cfd1fe84aed04f583579c21a5972168533e5fbb5c13878d
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size 4984
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