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--- |
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license: apache-2.0 |
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base_model: mhenrichsen/danskgpt-tiny |
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tags: |
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- generated_from_trainer |
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--- |
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# DanskGPT-chat-tiny |
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DanskGPT-chat-tiny er chat-varianten af [mhenrichsen/danskgpt-tiny](https://huggingface.co/mhenrichsen/danskgpt-tiny) trænet på private chat datasæt. |
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## Model beskrivelse |
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Modellen er beregnet til at være en lightweight version af DanskGPT, der kan køre på næsten alle enheder. |
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## Prompt template |
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Modellen er trænet med ChatML format (samme som OpenAI's modeller), og skal bruges på følgende måde: |
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``` |
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<|im_start|>system\nDu er en hjælpsom assistent.<|im_end|>\n<|im_start|>user\nHvad er skak?<|im_end|>\n<|im_start|>assistant |
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``` |
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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: 5e-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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- distributed_type: multi-GPU |
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- num_devices: 4 |
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- gradient_accumulation_steps: 4 |
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- total_train_batch_size: 256 |
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- total_eval_batch_size: 64 |
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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_steps: 10 |
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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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| 1.3599 | 0.0 | 1 | 1.4118 | |
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| 0.7896 | 0.25 | 136 | 0.7813 | |
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| 0.7339 | 0.5 | 272 | 0.7490 | |
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| 0.7378 | 0.75 | 408 | 0.7285 | |
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| 0.7112 | 1.0 | 544 | 0.7146 | |
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| 0.6377 | 1.23 | 680 | 0.7135 | |
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| 0.6192 | 1.49 | 816 | 0.7133 | |
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| 0.5985 | 1.74 | 952 | 0.7073 | |
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| 0.6067 | 1.99 | 1088 | 0.7026 | |
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| 0.5139 | 2.22 | 1224 | 0.7167 | |
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| 0.5099 | 2.47 | 1360 | 0.7193 | |
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| 0.5217 | 2.72 | 1496 | 0.7168 | |
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### Framework versions |
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- Transformers 4.37.0.dev0 |
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- Pytorch 2.0.1+cu118 |
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- Datasets 2.16.1 |
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- Tokenizers 0.15.0 |
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