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duyntnet/IceCoffeeRP-7b-imatrix-GGUF
IceCoffeeRP-7b-imatrix-GGUF is a text generation model from duyntnet. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as other.
Quantizations of https://huggingface.co/icefog72/IceCoffeeRP-7b
Downloads · 30 days
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From the Hugging Face model README
Quantizations of https://huggingface.co/icefog72/IceCoffeeRP-7b
This is a merge of pre-trained language models created using mergekit. Prompt template: Alpaca, maybe ChatML
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: G:\FModels\IceCoffeeTest5
layer_range: [0, 32]
- model: G:\FModels\IceCoffeeTest10
layer_range: [0, 32]
merge_method: slerp
base_model: G:\FModels\IceCoffeeTest5
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
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 73.19 |
| AI2 Reasoning Challenge (25-Shot) | 71.16 |
| HellaSwag (10-Shot) | 87.74 |
| MMLU (5-Shot) | 63.54 |
| TruthfulQA (0-shot) | 70.03 |
| Winogrande (5-shot) | 82.48 |
| GSM8k (5-shot) | 64.22 |
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 20.24 |
| IFEval (0-Shot) | 49.59 |
| BBH (3-Shot) | 29.40 |
| MATH Lvl 5 (4-Shot) | 4.83 |
| GPQA (0-shot) | 4.70 |
| MuSR (0-shot) | 11.00 |
| MMLU-PRO (5-shot) | 21.94 |