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End of training
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README.md
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---
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license: apache-2.0
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library_name: peft
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tags:
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- generated_from_trainer
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base_model: mistralai/Mistral-7B-Instruct-v0.2
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model-index:
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- name: Mistral-Instruct-7B-v0.2-ChatAlpaca
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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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# Mistral-Instruct-7B-v0.2-ChatAlpaca
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This model is a fine-tuned version of [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.8584
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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: 4e-05
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- train_batch_size: 1
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- eval_batch_size: 2
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- seed: 42
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- gradient_accumulation_steps: 32
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- total_train_batch_size: 32
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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: 0.05
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- num_epochs: 2
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 0.99 | 0.2 | 120 | 0.9355 |
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| 0.8793 | 0.39 | 240 | 0.8848 |
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| 0.8671 | 0.59 | 360 | 0.8737 |
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| 0.8662 | 0.78 | 480 | 0.8679 |
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| 0.8627 | 0.98 | 600 | 0.8639 |
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| 0.8426 | 1.18 | 720 | 0.8615 |
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| 0.8574 | 1.37 | 840 | 0.8598 |
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| 0.8473 | 1.57 | 960 | 0.8589 |
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| 0.8528 | 1.76 | 1080 | 0.8585 |
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| 0.852 | 1.96 | 1200 | 0.8584 |
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### Framework versions
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- PEFT 0.7.1
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- Transformers 4.36.2
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- Pytorch 2.1.2+cu121
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- Datasets 2.16.0
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- Tokenizers 0.15.0
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adapter_model.safetensors
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runs/Jan13_20-42-23_DS10/events.out.tfevents.1705174943.DS10.7408.0
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