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Dampfinchen/Llama-3-8B-Ultra-Instruct-SaltSprinkle
Llama-3-8B-Ultra-Instruct-SaltSprinkle is a text generation model from Dampfinchen. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama3.
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.
This model was merged using the DARE TIES merge method using NousResearch/Meta-Llama-3-8B as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
models:
- model: NousResearch/Meta-Llama-3-8B-Instruct
parameters:
density: 1
weight: 1
- model: Dampfinchen/Llama-3-8B-Ultra-Instruct
parameters:
density: 0.5
weight: 0.2
merge_method: dare_ties
base_model: NousResearch/Meta-Llama-3-8B
dtype: bfloat16
Test of salt sprinkle methode. The goal is to retain all of L3 Instruct's capabilities while adding better RP, RAG, German and story writing capabilities in the form of Ultra Instruct. Model may generate harmful responses, I'm not responsible for what you do with this model.
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 67.61 |
| AI2 Reasoning Challenge (25-Shot) | 61.35 |
| HellaSwag (10-Shot) | 77.76 |
| MMLU (5-Shot) | 67.88 |
| TruthfulQA (0-shot) | 52.82 |
| Winogrande (5-shot) | 74.98 |
| GSM8k (5-shot) | 70.89 |