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icefog72/IceMochaccinoRP-7b
IceMochaccinoRP-7b is a text generation model from icefog72. 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.
This is a merge of pre-trained language models created using mergekit.
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From the Hugging Face model README
This is a merge of pre-trained language models created using mergekit.
For mergers!
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: IceCappuccinoRP-IceCoffeeRP-7b
layer_range: [0, 32]
- model: IceCappuccinoRP-multi_verse_model
layer_range: [0, 32]
merge_method: slerp
base_model: IceCappuccinoRP-multi_verse_model
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 # fallback for rest of tensors
dtype: bfloat16
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 68.95 |
| AI2 Reasoning Challenge (25-Shot) | 68.00 |
| HellaSwag (10-Shot) | 85.41 |
| MMLU (5-Shot) | 62.78 |
| TruthfulQA (0-shot) | 56.22 |
| Winogrande (5-shot) | 80.58 |
| GSM8k (5-shot) | 60.73 |