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Mira-v1.22.2-27B
Lambent/Mira-v1.22.2-27B
Mira-v1.22.2-27B is a image-text-to-text model from Lambent. Use it for the image-text-to-text task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as gemma.
This is a merge of pre-trained language models created using mergekit.
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27.4B
54.9 GB on disk
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At a glance
- Task
- Image-Text-to-Text
- Library
- transformers
- License
- gemma
- Model type
- gemma3
- Access
- Public
- Created
- Jan 8, 2026
- Updated
- Jan 8, 2026
- SHA
- 6a75f46b
Try a prompt
Model card
From the Hugging Face model README
This is a merge of pre-trained language models created using mergekit.
Merge Details
Merge Method
This model was merged using the Karcher Mean merge method.
Models Merged
The following models were included in the merge:
- ../Mira-v1.21-27B-rlvr
- ../Mira-v1.22.2b-27B-dpo
- ../Mira-v1.22.2a-27B-dpo
Configuration
The following YAML configuration was used to produce this model:
models:
- model: ../Mira-v1.22.2a-27B-dpo
- model: ../Mira-v1.22.2b-27B-dpo
- model: ../Mira-v1.21-27B-rlvr
merge_method: karcher
parameters:
normalize: true
int8_mask: true
tokenizer_source: Lambent/Mira-v1.3-27B
dtype: bfloat16
- Task
- Image-Text-to-Text
- Library
- transformers
- Type
- gemma3
- License
- gemma
- Created
- Jan 8, 2026
- Updated
- Jan 8, 2026