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Litzy619
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V0309P4

Safetensors
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Files changed (10) hide show
  1. README.md +95 -0
  2. adapter_config.json +29 -0
  3. adapter_model.bin +3 -0
  4. added_tokens.json +40 -0
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  7. special_tokens_map.json +24 -0
  8. tokenizer_config.json +328 -0
  9. training_args.bin +3 -0
  10. vocab.json +0 -0
README.md ADDED
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+ ---
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+ license: mit
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+ base_model: microsoft/phi-2
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: V0309P4
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+ results: []
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+ ---
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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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+
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+ # V0309P4
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+
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+ This model is a fine-tuned version of [microsoft/phi-2](https://huggingface.co/microsoft/phi-2) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.0689
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 0.0003
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+ - train_batch_size: 4
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - gradient_accumulation_steps: 32
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+ - total_train_batch_size: 128
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: cosine_with_restarts
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+ - lr_scheduler_warmup_steps: 20
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+ - num_epochs: 3
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+ - mixed_precision_training: Native AMP
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss |
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+ |:-------------:|:-----:|:----:|:---------------:|
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+ | 2.1886 | 0.09 | 10 | 0.9747 |
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+ | 0.3651 | 0.17 | 20 | 0.0977 |
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+ | 0.1129 | 0.26 | 30 | 0.0765 |
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+ | 0.0955 | 0.34 | 40 | 0.0707 |
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+ | 0.0894 | 0.43 | 50 | 0.0684 |
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+ | 0.083 | 0.51 | 60 | 0.0679 |
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+ | 0.0762 | 0.6 | 70 | 0.0688 |
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+ | 0.0807 | 0.68 | 80 | 0.0672 |
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+ | 0.0699 | 0.77 | 90 | 0.0735 |
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+ | 0.0699 | 0.85 | 100 | 0.0735 |
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+ | 0.0757 | 0.94 | 110 | 0.0663 |
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+ | 0.0726 | 1.02 | 120 | 0.0632 |
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+ | 0.0641 | 1.11 | 130 | 0.0692 |
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+ | 0.0627 | 1.19 | 140 | 0.0625 |
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+ | 0.0579 | 1.28 | 150 | 0.0625 |
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+ | 0.0579 | 1.37 | 160 | 0.0682 |
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+ | 0.0564 | 1.45 | 170 | 0.0642 |
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+ | 0.0544 | 1.54 | 180 | 0.0651 |
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+ | 0.0565 | 1.62 | 190 | 0.0623 |
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+ | 0.057 | 1.71 | 200 | 0.0605 |
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+ | 0.0589 | 1.79 | 210 | 0.0602 |
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+ | 0.0538 | 1.88 | 220 | 0.0659 |
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+ | 0.0528 | 1.96 | 230 | 0.0623 |
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+ | 0.0482 | 2.05 | 240 | 0.0640 |
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+ | 0.0396 | 2.13 | 250 | 0.0693 |
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+ | 0.0398 | 2.22 | 260 | 0.0753 |
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+ | 0.0372 | 2.3 | 270 | 0.0771 |
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+ | 0.0463 | 2.39 | 280 | 0.0707 |
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+ | 0.0447 | 2.47 | 290 | 0.0676 |
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+ | 0.0429 | 2.56 | 300 | 0.0672 |
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+ | 0.0454 | 2.65 | 310 | 0.0670 |
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+ | 0.0377 | 2.73 | 320 | 0.0678 |
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+ | 0.0387 | 2.82 | 330 | 0.0690 |
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+ | 0.0394 | 2.9 | 340 | 0.0690 |
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+ | 0.0414 | 2.99 | 350 | 0.0689 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.36.0.dev0
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+ - Pytorch 2.1.2+cu121
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+ - Datasets 2.14.6
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+ - Tokenizers 0.14.1
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+ "task_type": "CAUSAL_LM"
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