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zephyr-finetuned-legal
Feluda/zephyr-finetuned-legal
zephyr-finetuned-legal is a text generation model from Feluda. Use it when you need the model to write or continue text. It is set up for peft. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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59
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Repo size
55.1 MB
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1
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Repo makeup
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At a glance
- Task
- Text Generation
- Library
- peft
- License
- mit
- Model type
- mistral
- Access
- Public
- Created
- Jan 4, 2024
- Updated
- Jan 11, 2024
- SHA
- 930c229c
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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. -->
zephyr-finetuned-legal
This model is a fine-tuned version of TheBloke/zephyr-7B-beta-GPTQ on the joelniklaus/legal_case_document_summarization dataset.
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: 6
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9, 0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- training_steps: 250
- mixed_precision_training: Native AMP
Training results
Framework versions
- PEFT 0.7.1
- Transformers 4.36.0
- Pytorch 2.0.0
- Datasets 2.16.1
- Tokenizers 0.15.0
- Task
- Text Generation
- Library
- peft
- Type
- mistral
- License
- mit
- Created
- Jan 4, 2024
- Updated
- Jan 11, 2024