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--- |
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license: apache-2.0 |
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base_model: openlm-research/open_llama_3b_v2 |
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tags: |
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- generated_from_trainer |
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- finetune |
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- oasst |
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- basque |
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- euskara |
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- euskera |
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- llama |
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- openllama |
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- axolotl |
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- chat |
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model-index: |
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- name: data/openllama-3b-basque |
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results: [] |
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datasets: |
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- xezpeleta/oasst1_eu_threads |
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language: |
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- eu |
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--- |
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# data/openllama-3b-basque |
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This model is a fine-tuned version of [openlm-research/open_llama_3b_v2](https://huggingface.co/openlm-research/open_llama_3b_v2) on the [xezpeleta/oasst1_eu_threads](https://huggingface.co/datasets/xezpeleta/oasst1_eu_threads) dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 2.1151 |
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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: 3e-06 |
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- train_batch_size: 1 |
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- eval_batch_size: 1 |
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- seed: 42 |
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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: 20 |
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- num_epochs: 4 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:-----:|:---------------:| |
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| 3.4011 | 0.0 | 1 | 3.5208 | |
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| 2.4173 | 0.25 | 917 | 2.6480 | |
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| 2.4849 | 0.5 | 1834 | 2.4465 | |
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| 2.2639 | 0.75 | 2751 | 2.3302 | |
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| 2.4403 | 1.0 | 3668 | 2.2548 | |
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| 2.1016 | 1.23 | 4585 | 2.2111 | |
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| 2.0178 | 1.48 | 5502 | 2.1805 | |
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| 2.041 | 1.73 | 6419 | 2.1476 | |
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| 2.0026 | 1.98 | 7336 | 2.1347 | |
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| 1.7586 | 2.22 | 8253 | 2.1187 | |
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| 1.8564 | 2.47 | 9170 | 2.1191 | |
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| 1.766 | 2.72 | 10087 | 2.1147 | |
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| 2.0431 | 2.97 | 11004 | 2.1157 | |
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| 2.3418 | 3.2 | 11921 | 2.1147 | |
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| 1.9713 | 3.45 | 12838 | 2.1151 | |
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| 1.9072 | 3.7 | 13755 | 2.1151 | |
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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 |
