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500STEPS_1e5rate_Mistral_SFT_zeroshot
tsavage68/500STEPS_1e5rate_Mistral_SFT_zeroshot
500STEPS_1e5rate_Mistral_SFT_zeroshot is a text generation model from tsavage68. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- mistral
- Access
- Public
- Created
- Feb 11, 2024
- Updated
- Feb 11, 2024
- SHA
- 4f0d3cd5
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Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
500STEPS_1e5rate_Mistral_SFT
This model is a fine-tuned version of mistralai/Mistral-7B-v0.1 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.3056
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 1e-05
- train_batch_size: 4
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 8
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 100
- training_steps: 500
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.4023 | 0.1 | 50 | 0.3896 |
| 0.4307 | 0.2 | 100 | 0.5254 |
| 0.4229 | 0.29 | 150 | 0.3821 |
| 0.3898 | 0.39 | 200 | 0.4135 |
| 0.368 | 0.49 | 250 | 0.3505 |
| 0.3431 | 0.59 | 300 | 0.3352 |
| 0.3225 | 0.68 | 350 | 0.3216 |
| 0.3085 | 0.78 | 400 | 0.3110 |
| 0.2743 | 0.88 | 450 | 0.3061 |
| 0.3065 | 0.98 | 500 | 0.3056 |
Framework versions
- Transformers 4.37.2
- Pytorch 2.0.0+cu117
- Datasets 2.17.0
- Tokenizers 0.15.1
- Task
- Text Generation
- Library
- transformers
- Type
- mistral
- License
- apache-2.0
- Created
- Feb 11, 2024
- Updated
- Feb 11, 2024