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theprint/ReWiz-Worldbuilder-7B
ReWiz-Worldbuilder-7B is a text generation model from theprint. Use it when you need the model to write or continue text. It is set up for transformers.
<img src="https://huggingface.co/theprint/ReWiz-Llama-3.2-3B/resolve/main/ReWizbanner.png"
Downloads · 30 days
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From the Hugging Face model README
Half the data was geared towards better reasoning (EvolKit-20k and reasoning-base-20k), the other half will help to de-censor the model (WizardLM data set).
This is a merge of pre-trained language models created using mergekit.
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: theprint/ReWiz-7B
layer_range: [0, 32]
- model: theprint/WorldBuilder-7B
layer_range: [0, 32]
merge_method: slerp
base_model: theprint/ReWiz-7B
parameters:
t:
- filter: self_attn
value: [0.1, 0.5, 0.3, 0.7, 0.9]
- filter: mlp
value: [0.9, 0.5, 0.7, 0.3, 0.1]
- value: 0.5
dtype: bfloat16
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 15.66 |
| IFEval (0-Shot) | 25.10 |
| BBH (3-Shot) | 25.08 |
| MATH Lvl 5 (4-Shot) | 2.95 |
| GPQA (0-shot) | 2.57 |
| MuSR (0-shot) | 16.39 |
| MMLU-PRO (5-shot) | 21.90 |