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Mistral-Finetuned-DialogSumm
Villian7/Mistral-Finetuned-DialogSumm
Mistral-Finetuned-DialogSumm is a summarization model from Villian7. Use it when you need a shorter version of a longer text. 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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27.8 MB
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At a glance
- Task
- Summarization
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Nov 1, 2023
- Updated
- Nov 5, 2023
- SHA
- 08984f54
Try a prompt
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. -->
Mistral-Finetuned-DialogSumm
This model is a fine-tuned version of TheBloke/Mistral-7B-Instruct-v0.1-GPTQ on the DialogSumm dataset.
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
The DialogSumm dataset was used to train the model.
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.001
- train_batch_size: 16
- 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
- Transformers 4.35.0.dev0
- Pytorch 2.1.0+cu118
- Datasets 2.14.6
- Tokenizers 0.14.1
- Task
- Summarization
- Library
- peft
- License
- apache-2.0
- Languages
- en
- Created
- Nov 1, 2023
- Updated
- Nov 5, 2023