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BioMistral-merged-zephyr
arcee-ai/BioMistral-merged-zephyr
BioMistral-merged-zephyr is a text generation model from arcee-ai. 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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7.2B
14.5 GB on disk
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.safetensors14.5 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- mistral
- Access
- Public
- Created
- Feb 27, 2024
- Updated
- Mar 1, 2024
- SHA
- c2f8f635
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Base models
Model card
From the Hugging Face model README
BioMistral-merged-zephyr
This is a merge of pre-trained language models created using mergekit.
Merge Details
Merge Method
This model was merged using the TIES merge method using mistralai/Mistral-7B-v0.1 as a base.
Models Merged
The following models were included in the merge:
🏆 Evaluation
| Pubmedqa | Medmcqa | USMLE | arc_challenge | Hellaswag |
|---|---|---|---|---|
| 76.8 | 47.21 | 47.62 | 55.89 | 63.43 |
Configuration
The following YAML configuration was used to produce this model:
models:
- model: mistralai/Mistral-7B-v0.1
- model: HuggingFaceH4/zephyr-7b-beta
parameters:
density: 0.5
weight: 0.5
- model: BioMistral/BioMistral-7B
parameters:
density: 0.5
weight: 0.5
merge_method: ties
base_model: mistralai/Mistral-7B-v0.1
parameters:
normalize: false
int8_mask: true
dtype: float16
- Task
- Text Generation
- Library
- transformers
- Type
- mistral
- Created
- Feb 27, 2024
- Updated
- Mar 1, 2024