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Stella-mistral-nemo-12B-v2
nbeerbower/Stella-mistral-nemo-12B-v2
Stella-mistral-nemo-12B-v2 is a text generation model from nbeerbower. 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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394
Public
Parameters
12.2B
24.5 GB on disk
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5
Public
Repo makeup
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.safetensors24.5 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- mistral
- Access
- Public
- Created
- Sep 7, 2024
- Updated
- Sep 16, 2024
- SHA
- 11246cd2
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Base models
Model card
From the Hugging Face model README
Stella-mistral-nemo-12B-v2
This is a merge of pre-trained language models created using mergekit.
Merge Details
Merge Method
This model was merged using the Model Stock merge method using nbeerbower/mistral-nemo-bophades-12B as a base.
Models Merged
The following models were included in the merge:
- nbeerbower/mistral-nemo-gutenberg-12B-v3
- nbeerbower/Lyra-Gutenberg-mistral-nemo-12B
- nbeerbower/mistral-nemo-gutenberg-12B-v4
Configuration
The following YAML configuration was used to produce this model:
models:
- model: nbeerbower/Lyra-Gutenberg-mistral-nemo-12B
- model: nbeerbower/mistral-nemo-gutenberg-12B-v4
- model: nbeerbower/mistral-nemo-gutenberg-12B-v3
merge_method: model_stock
base_model: nbeerbower/mistral-nemo-bophades-12B
dtype: bfloat16
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 22.29 |
| IFEval (0-Shot) | 32.74 |
| BBH (3-Shot) | 35.36 |
| MATH Lvl 5 (4-Shot) | 10.42 |
| GPQA (0-shot) | 10.96 |
| MuSR (0-shot) | 14.43 |
| MMLU-PRO (5-shot) | 29.83 |
- Task
- Text Generation
- Library
- transformers
- Type
- mistral
- Created
- Sep 7, 2024
- Updated
- Sep 16, 2024