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Blur-7b-slerp-v1.46
liminerity/Blur-7b-slerp-v1.46
Blur-7b-slerp-v1.46 is a text generation model from liminerity. 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.
Blur-7b-slerp-v1.46 is a merge of the following models using mergekit: liminerity/merge bardsai/jaskier-7b-dpo-v5.6
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- mistral
- Access
- Public
- Created
- Feb 26, 2024
- Updated
- Mar 11, 2024
- SHA
- d73e0160
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Model card
From the Hugging Face model README
Blur-7b-slerp-v1.46
Blur-7b-slerp-v1.46 is a merge of the following models using mergekit:
🧩 Configuration
slices:
- sources:
- model: liminerity/merge
layer_range: [0, 32]
- model: bardsai/jaskier-7b-dpo-v5.6
layer_range: [0, 32]
merge_method: slerp
base_model: liminerity/merge
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: float16
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 76.26 |
| AI2 Reasoning Challenge (25-Shot) | 73.29 |
| HellaSwag (10-Shot) | 89.07 |
| MMLU (5-Shot) | 64.37 |
| TruthfulQA (0-shot) | 76.61 |
| Winogrande (5-shot) | 84.53 |
| GSM8k (5-shot) | 69.67 |
- Task
- Text Generation
- Library
- transformers
- Type
- mistral
- License
- apache-2.0
- Created
- Feb 26, 2024
- Updated
- Mar 11, 2024