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indian-penal-code-mistral-7b-sft
shreyas-dev/indian-penal-code-mistral-7b-sft
indian-penal-code-mistral-7b-sft is a machine learning model from shreyas-dev. 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.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- Access
- Public
- Created
- Sep 10, 2024
- Updated
- Sep 24, 2024
- SHA
- 23a0d5c2
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. -->
indian-penal-code-mistral-7b-sft
This model is a fine-tuned version of shreyas-dev/indian-penal-code-mistral-7b-sft-model on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.3955
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
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.3852 | 0.9790 | 35 | 1.3957 |
| 1.2922 | 1.9860 | 71 | 1.3854 |
| 1.1994 | 2.9371 | 105 | 1.3955 |
Framework versions
- PEFT 0.12.0
- Transformers 4.44.2
- Pytorch 2.4.0+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1
- Library
- peft
- Created
- Sep 10, 2024
- Updated
- Sep 24, 2024