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--- |
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license: apache-2.0 |
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base_model: tiiuae/falcon-7b |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: Falcon-CN |
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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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# Falcon-CN |
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This model is a fine-tuned version of [tiiuae/falcon-7b](https://huggingface.co/tiiuae/falcon-7b) on an unknown dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 2.2484 |
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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: 0.0002 |
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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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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
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- lr_scheduler_type: linear |
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- training_steps: 200 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:----:|:---------------:| |
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| 2.5969 | 0.24 | 10 | 2.5105 | |
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| 2.332 | 0.49 | 20 | 2.4691 | |
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| 2.418 | 0.73 | 30 | 2.4289 | |
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| 2.4031 | 0.98 | 40 | 2.4040 | |
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| 2.3109 | 1.22 | 50 | 2.3807 | |
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| 2.3516 | 1.46 | 60 | 2.3600 | |
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| 2.2906 | 1.71 | 70 | 2.3406 | |
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| 2.3594 | 1.95 | 80 | 2.3265 | |
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| 2.2031 | 2.2 | 90 | 2.3151 | |
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| 2.25 | 2.44 | 100 | 2.3039 | |
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| 2.2148 | 2.68 | 110 | 2.2911 | |
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| 2.2594 | 2.93 | 120 | 2.2803 | |
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| 2.1844 | 3.17 | 130 | 2.2752 | |
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| 2.0914 | 3.41 | 140 | 2.2714 | |
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| 2.2008 | 3.66 | 150 | 2.2624 | |
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| 2.2109 | 3.9 | 160 | 2.2586 | |
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| 2.1648 | 4.15 | 170 | 2.2548 | |
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| 2.1484 | 4.39 | 180 | 2.2535 | |
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| 2.193 | 4.63 | 190 | 2.2484 | |
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| 2.1219 | 4.88 | 200 | 2.2484 | |
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### Framework versions |
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- Transformers 4.39.0.dev0 |
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- Pytorch 2.1.0+cu121 |
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- Datasets 2.18.0 |
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- Tokenizers 0.15.2 |
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