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Turkish-GPT2-mini-ModelC-v2

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  1. README.md +69 -0
  2. generation_config.json +7 -0
README.md ADDED
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+ ---
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+ base_model: eminAydin/turkish-gpt2-mini-M0-cleaned-wiki720-10ep
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: Turkish-GPT2-mini-ModelC-v2
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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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+ # Turkish-GPT2-mini-ModelC-v2
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+
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+ This model is a fine-tuned version of [eminAydin/turkish-gpt2-mini-M0-cleaned-wiki720-10ep](https://huggingface.co/eminAydin/turkish-gpt2-mini-M0-cleaned-wiki720-10ep) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 4.7888
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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: 5e-05
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+ - train_batch_size: 8
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - gradient_accumulation_steps: 8
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+ - total_train_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_ratio: 0.03
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+ - num_epochs: 10
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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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+ | 5.5885 | 1.0 | 105 | 5.3409 |
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+ | 4.6793 | 2.0 | 211 | 5.0595 |
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+ | 4.3251 | 3.0 | 316 | 4.9534 |
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+ | 4.0177 | 4.0 | 422 | 4.8832 |
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+ | 3.8553 | 5.0 | 527 | 4.8464 |
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+ | 3.6698 | 6.0 | 633 | 4.8168 |
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+ | 3.6011 | 7.0 | 738 | 4.7974 |
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+ | 3.5002 | 8.0 | 844 | 4.7905 |
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+ | 3.4937 | 9.0 | 949 | 4.7890 |
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+ | 3.4673 | 9.95 | 1050 | 4.7888 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.39.3
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+ - Pytorch 2.1.2
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+ - Datasets 2.18.0
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+ - Tokenizers 0.15.2
generation_config.json ADDED
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+ {
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+ "_from_model_config": true,
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+ "bos_token_id": 0,
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+ "eos_token_id": 0,
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+ "pad_token_id": 0,
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+ "transformers_version": "4.39.3"
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+ }