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flammen-mistral-7B
flammenai/flammen-mistral-7B
flammen-mistral-7B is a text generation model from flammenai. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
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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Repo makeup
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.safetensors14.5 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- mistral
- Access
- Public
- Created
- Feb 26, 2024
- Updated
- Mar 4, 2024
- SHA
- fedcbabb
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Base models
Model card
From the Hugging Face model README
flammen
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 bardsai/jaskier-7b-dpo-v5.6 as a base.
Models Merged
The following models were included in the merge:
Configuration
The following YAML configuration was used to produce this model:
models:
- model: bardsai/jaskier-7b-dpo-v5.6
- model: nbeerbower/bruphin-zeta
parameters:
density: 0.5
weight: 0.5
- model: Gille/StrangeMerges_16-7B-slerp
parameters:
density: 0.5
weight: 0.3
merge_method: ties
base_model: bardsai/jaskier-7b-dpo-v5.6
parameters:
normalize: true
dtype: bfloat16
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 71.74 |
| AI2 Reasoning Challenge (25-Shot) | 68.17 |
| HellaSwag (10-Shot) | 87.06 |
| MMLU (5-Shot) | 64.68 |
| TruthfulQA (0-shot) | 63.02 |
| Winogrande (5-shot) | 81.45 |
| GSM8k (5-shot) | 66.03 |
- Task
- Text Generation
- Library
- transformers
- Type
- mistral
- License
- apache-2.0
- Created
- Feb 26, 2024
- Updated
- Mar 4, 2024