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jsfs11/WestOrcaNeural-V2-DARETIES-7B
WestOrcaNeural-V2-DARETIES-7B is a text generation model from jsfs11. 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.
WestOrcaNeural-V2-DARETIES-7B is a merge of the following models using mergekit: decruz07/kellemar-DPO-Orca-Distilled-7B-SLERP senseable/WestLake-7B-v2 mlabonne/NeuralBeagle14-7B
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From the Hugging Face model README
WestOrcaNeural-V2-DARETIES-7B is a merge of the following models using mergekit:
models:
- model: mistralai/Mistral-7B-v0.1
# no parameters necessary for base model
- model: decruz07/kellemar-DPO-Orca-Distilled-7B-SLERP
parameters:
density: 0.6
weight: 0.35
- model: senseable/WestLake-7B-v2
parameters:
density: 0.65
weight: 0.4
- model: mlabonne/NeuralBeagle14-7B
parameters:
density: 0.55
weight: 0.25
merge_method: dare_ties
base_model: mistralai/Mistral-7B-v0.1
parameters:
int8_mask: true
dtype: float16
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 74.53 |
| AI2 Reasoning Challenge (25-Shot) | 72.10 |
| HellaSwag (10-Shot) | 88.21 |
| MMLU (5-Shot) | 64.64 |
| TruthfulQA (0-shot) | 67.81 |
| Winogrande (5-shot) | 83.74 |
| GSM8k (5-shot) | 70.66 |