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giraffe176/Open_Hermes_Orca_Mistral-7B
Open_Hermes_Orca_Mistral-7B is a text generation model from giraffe176. 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.
Downloads · 30 days
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From the Hugging Face model README
This is a merge of pre-trained language models created using mergekit.
This model was merged using the task arithmetic merge method using teknium/OpenHermes-2.5-Mistral-7B as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
models:
- model: teknium/OpenHermes-2.5-Mistral-7B
parameters:
weight: 1.0
- model: Open-Orca/Mistral-7B-OpenOrca
parameters:
weight: 0.6
merge_method: task_arithmetic
base_model: teknium/OpenHermes-2.5-Mistral-7B
dtype: float16
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 66.87 |
| AI2 Reasoning Challenge (25-Shot) | 64.68 |
| HellaSwag (10-Shot) | 84.63 |
| MMLU (5-Shot) | 63.93 |
| TruthfulQA (0-shot) | 53.34 |
| Winogrande (5-shot) | 78.45 |
| GSM8k (5-shot) | 56.18 |