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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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metrics: |
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- accuracy |
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model-index: |
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- name: gptj-6b-gpteacher-role-play-chatml |
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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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# gptj-6b-gpteacher-role-play-chatml |
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This model is a fine-tuned version of [EleutherAI/gpt-j-6b](https://huggingface.co/EleutherAI/gpt-j-6b) on the None dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 1.9268 |
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- Accuracy: 0.1592 |
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- Entropy: 1.9050 |
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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: 2 |
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- eval_batch_size: 8 |
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- seed: 99 |
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- distributed_type: multi-GPU |
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- gradient_accumulation_steps: 16 |
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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: cosine |
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- lr_scheduler_warmup_ratio: 0.03 |
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- num_epochs: 5.0 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | Entropy | |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:-------:| |
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| 2.0652 | 0.99 | 59 | 2.0918 | 0.1549 | 2.3687 | |
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| 2.083 | 2.0 | 119 | 2.0078 | 0.1581 | 2.1805 | |
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| 2.083 | 2.99 | 178 | 1.9658 | 0.1594 | 2.0026 | |
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| 1.9201 | 4.0 | 238 | 1.9424 | 0.1596 | 1.9390 | |
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| 1.9201 | 4.96 | 295 | 1.9268 | 0.1592 | 1.9050 | |
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### Framework versions |
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- Transformers 4.28.1 |
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- Pytorch 1.13.1 |
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- Datasets 2.7.1 |
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- Tokenizers 0.13.3 |
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