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Blur-7b-slerp-v1.41
liminerity/Blur-7b-slerp-v1.41
Blur-7b-slerp-v1.41 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-v1.41 is a merge of the following models using mergekit: bardsai/jaskier-7b-dpo-v5.6 liminerity/merge
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- mistral
- Access
- Public
- Created
- Feb 25, 2024
- Updated
- Mar 11, 2024
- SHA
- 50720e9d
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Model card
From the Hugging Face model README
Blur-7b-slerp-v1.41
Blur-7b-slerp-v1.41 is a merge of the following models using mergekit:
🧩 Configuration
slices:
- sources:
- model: bardsai/jaskier-7b-dpo-v5.6
layer_range: [0, 32]
- model: liminerity/merge
layer_range: [0, 32]
merge_method: slerp
base_model: bardsai/jaskier-7b-dpo-v5.6
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
#im pretty sure this will be bricked so
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 75.98 |
| AI2 Reasoning Challenge (25-Shot) | 72.78 |
| HellaSwag (10-Shot) | 88.65 |
| MMLU (5-Shot) | 64.84 |
| TruthfulQA (0-shot) | 74.23 |
| Winogrande (5-shot) | 83.90 |
| GSM8k (5-shot) | 71.49 |
- Task
- Text Generation
- Library
- transformers
- Type
- mistral
- License
- apache-2.0
- Created
- Feb 25, 2024
- Updated
- Mar 11, 2024