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End of training

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  1. README.md +61 -0
  2. adapter_model.bin +1 -1
README.md ADDED
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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-rewrite-560-smallset
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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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+ # falcon-rewrite-560-smallset
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+
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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: 2.0876
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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: 0.0005
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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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+ - 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: 4
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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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+ | 7.2549 | 0.91 | 10 | 2.2123 |
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+ | 3.7927 | 1.82 | 20 | 2.0876 |
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+ | 3.6408 | 2.73 | 30 | 2.1308 |
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+ | 7.1404 | 3.64 | 40 | 2.1195 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.32.1
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+ - Pytorch 2.0.1
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+ - Datasets 2.14.5
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+ - Tokenizers 0.13.3
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