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macadeliccc/MonarchLake-7B
MonarchLake-7B is a text generation model from macadeliccc. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as cc-by-nc-4.0.
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From the Hugging Face model README

This model equips AlphaMonarch-7B with a strong base of emotional intelligence.
This model was merged using the SLERP merge method.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
slices:
- sources:
- model: mlabonne/AlphaMonarch-7B
layer_range: [0, 32]
- model: macadeliccc/WestLake-7b-v2-laser-truthy-dpo
layer_range: [0, 32]
merge_method: slerp
base_model: mlabonne/AlphaMonarch-7B
parameters:
t:
- filter: self_attn
value: [0, 0.5, 0.3, 0.7, 1]
- filter: mlp
value: [1, 0.5, 0.7, 0.3, 0]
- value: 0.5
dtype: bfloat16
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 76.10 |
| AI2 Reasoning Challenge (25-Shot) | 74.15 |
| HellaSwag (10-Shot) | 89.29 |
| MMLU (5-Shot) | 64.44 |
| TruthfulQA (0-shot) | 74.97 |
| Winogrande (5-shot) | 85.48 |
| GSM8k (5-shot) | 68.31 |