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mad_sci_mistral_instruct
SavantofIllusions/mad_sci_mistral_instruct
mad_sci_mistral_instruct is a machine learning model from SavantofIllusions. 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 apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- May 24, 2024
- Updated
- May 24, 2024
- SHA
- 262d915e
Base models
Datasets
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. -->
mad_sci_mistral_instruct
This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.3 on the generator dataset. It achieves the following results on the evaluation set:
- Loss: 1.2648
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: 0.0002
- train_batch_size: 4
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant
- lr_scheduler_warmup_steps: 0.03
- training_steps: 100
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.5582 | 0.8333 | 20 | 1.4274 |
| 1.3494 | 1.6667 | 40 | 1.2948 |
| 1.2893 | 2.5 | 60 | 1.2649 |
| 1.2327 | 3.3333 | 80 | 1.2638 |
| 1.1812 | 4.1667 | 100 | 1.2648 |
Framework versions
- PEFT 0.11.1
- Transformers 4.41.1
- Pytorch 2.3.0+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Library
- peft
- License
- apache-2.0
- Created
- May 24, 2024
- Updated
- May 24, 2024