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Mental-Yi-6B
Aditya149/Mental-Yi-6B
Mental-Yi-6B is a machine learning model from Aditya149. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as other.
should probably proofread and complete it, then remove this comment. --
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Repo size
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At a glance
- Library
- peft
- License
- other
- Access
- Public
- Created
- Feb 27, 2024
- Updated
- Feb 27, 2024
- SHA
- 128f8045
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. -->
Mental-Yi-6B
This model is a fine-tuned version of 01-ai/Yi-6B-Chat on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 2.1702
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: 1
- eval_batch_size: 1
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.3241 | 1.0 | 1000 | 2.1771 |
| 2.1687 | 1.99 | 2000 | 2.1709 |
| 2.1664 | 2.99 | 3000 | 2.1702 |
Framework versions
- PEFT 0.8.2
- Transformers 4.38.1
- Pytorch 2.1.2
- Datasets 2.17.1
- Tokenizers 0.15.1
- Library
- peft
- License
- other
- Created
- Feb 27, 2024
- Updated
- Feb 27, 2024