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merge-task-mistral
Sorour/merge-task-mistral
merge-task-mistral is a text generation model from Sorour. Use it when you need the model to write or continue text. It is set up for transformers.
This is a merge of pre-trained language models created using mergekit.
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14.5 GB on disk
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At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- mistral
- Access
- Public
- Created
- May 26, 2024
- Updated
- May 26, 2024
- SHA
- 648662fe
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Base models
Model card
From the Hugging Face model README
out
This is a merge of pre-trained language models created using mergekit.
Merge Details
Merge Method
This model was merged using the task arithmetic merge method using mistralai/Mistral-7B-Instruct-v0.2 as a base.
Models Merged
The following models were included in the merge:
- Sorour/mistral_cls_headline_v3
- Sorour/mistral_cls_fomc_v3
- Sorour/mistral_cls_sentiment_v3
- Sorour/mistral_cls_finred_v3
Configuration
The following YAML configuration was used to produce this model:
models:
- model: Sorour/mistral_cls_sentiment_v3
parameters:
weight: 0.25 # weight gradient
- model: Sorour/mistral_cls_fomc_v3
parameters:
weight: 0.25
- model: Sorour/mistral_cls_headline_v3
parameters:
weight: 0.25
- model: Sorour/mistral_cls_finred_v3
parameters:
weight: 0.25
base_model: mistralai/Mistral-7B-Instruct-v0.2
merge_method: task_arithmetic
dtype: float16
- Task
- Text Generation
- Library
- transformers
- Type
- mistral
- Created
- May 26, 2024
- Updated
- May 26, 2024