End of training
Browse files- .gitattributes +1 -0
- README.md +65 -0
- config.json +44 -0
- model.safetensors +3 -0
- runs/Feb16_17-52-26_33d2816b9f1d/events.out.tfevents.1708105948.33d2816b9f1d.35.0 +3 -0
- runs/Feb16_18-27-24_33d2816b9f1d/events.out.tfevents.1708108045.33d2816b9f1d.35.1 +3 -0
- runs/Feb16_18-47-01_33d2816b9f1d/events.out.tfevents.1708109227.33d2816b9f1d.35.2 +3 -0
- runs/Feb16_18-47-35_33d2816b9f1d/events.out.tfevents.1708109256.33d2816b9f1d.35.3 +3 -0
- runs/Feb16_18-47-56_33d2816b9f1d/events.out.tfevents.1708109276.33d2816b9f1d.35.4 +3 -0
- runs/Feb16_18-49-08_33d2816b9f1d/events.out.tfevents.1708109349.33d2816b9f1d.35.5 +3 -0
- runs/Feb16_18-49-08_33d2816b9f1d/events.out.tfevents.1708111189.33d2816b9f1d.35.6 +3 -0
- runs/Feb16_19-43-12_33d2816b9f1d/events.out.tfevents.1708112592.33d2816b9f1d.35.7 +3 -0
- runs/Feb16_19-43-12_33d2816b9f1d/events.out.tfevents.1708113285.33d2816b9f1d.35.8 +3 -0
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- runs/Feb16_19-43-12_33d2816b9f1d/events.out.tfevents.1708115978.33d2816b9f1d.35.10 +3 -0
- sentencepiece.bpe.model +3 -0
- special_tokens_map.json +15 -0
- tokenizer.json +3 -0
- tokenizer_config.json +58 -0
- training_args.bin +3 -0
.gitattributes
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README.md
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---
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license: apache-2.0
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base_model: markussagen/xlm-roberta-longformer-base-4096
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tags:
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- generated_from_trainer
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model-index:
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- name: detectors_god2
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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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# detectors_god2
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This model is a fine-tuned version of [markussagen/xlm-roberta-longformer-base-4096](https://huggingface.co/markussagen/xlm-roberta-longformer-base-4096) on the None dataset.
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It achieves the following results on the evaluation set:
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- eval_loss: 0.7154
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- eval_accuracy: 0.9620
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- eval_precision_safe: 0.9748
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- eval_recall_safe: 0.9547
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- eval_precision_jailbroken: 0.9474
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- eval_recall_jailbroken: 0.9706
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- eval_confusion_matrix: [[232 11]
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[ 6 198]]
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+
- eval_runtime: 8.6182
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- eval_samples_per_second: 51.867
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- eval_steps_per_second: 3.249
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- epoch: 0.99
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- step: 63
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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-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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- gradient_accumulation_steps: 2
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- total_train_batch_size: 32
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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: 10
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- mixed_precision_training: Native AMP
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+
### Framework versions
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- Transformers 4.37.0
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- Pytorch 2.1.2
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- Datasets 2.1.0
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- Tokenizers 0.15.1
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config.json
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{
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"architectures": [
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],
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"attention_probs_dropout_prob": 0.1,
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"attention_window": [
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"hidden_size": 768,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 4098,
|
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"model_type": "xlm-roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"output_past": true,
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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": "4.37.0",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 250002
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}
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training_args.bin
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