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+ ---
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+ license: gemma
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+ base_model: google/gemma-2b
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: G0428HMA26
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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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+ # G0428HMA26
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+
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+ This model is a fine-tuned version of [google/gemma-2b](https://huggingface.co/google/gemma-2b) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.1123
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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: 8
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - gradient_accumulation_steps: 16
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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: 80
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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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+ | 2.48 | 0.09 | 10 | 1.3998 |
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+ | 0.7559 | 0.18 | 20 | 0.2139 |
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+ | 0.1722 | 0.27 | 30 | 0.1588 |
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+ | 0.1516 | 0.36 | 40 | 0.1510 |
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+ | 0.1466 | 0.45 | 50 | 0.1478 |
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+ | 0.1473 | 0.54 | 60 | 0.1488 |
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+ | 0.148 | 0.63 | 70 | 0.1479 |
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+ | 0.1505 | 0.73 | 80 | 0.1491 |
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+ | 0.1423 | 0.82 | 90 | 0.1494 |
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+ | 0.1466 | 0.91 | 100 | 0.1490 |
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+ | 0.1486 | 1.0 | 110 | 0.1487 |
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+ | 0.1603 | 1.09 | 120 | 0.1975 |
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+ | 0.298 | 1.18 | 130 | 0.6268 |
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+ | 0.362 | 1.27 | 140 | 0.1486 |
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+ | 0.1493 | 1.36 | 150 | 0.1485 |
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+ | 0.1402 | 1.45 | 160 | 0.1469 |
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+ | 0.1442 | 1.54 | 170 | 0.1431 |
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+ | 0.1346 | 1.63 | 180 | 0.1396 |
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+ | 0.1405 | 1.72 | 190 | 0.1378 |
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+ | 0.132 | 1.81 | 200 | 0.1358 |
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+ | 0.1309 | 1.9 | 210 | 0.1311 |
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+ | 0.1266 | 1.99 | 220 | 0.1243 |
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+ | 0.119 | 2.08 | 230 | 0.1219 |
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+ | 0.1183 | 2.18 | 240 | 0.1208 |
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+ | 0.114 | 2.27 | 250 | 0.1188 |
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+ | 0.1129 | 2.36 | 260 | 0.1212 |
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+ | 0.1152 | 2.45 | 270 | 0.1179 |
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+ | 0.105 | 2.54 | 280 | 0.1157 |
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+ | 0.106 | 2.63 | 290 | 0.1125 |
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+ | 0.1033 | 2.72 | 300 | 0.1127 |
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+ | 0.1074 | 2.81 | 310 | 0.1123 |
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+ | 0.1098 | 2.9 | 320 | 0.1123 |
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+ | 0.1091 | 2.99 | 330 | 0.1123 |
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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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