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RichardErkhov/nlpguy_-_ColorShadow-7B-4bits
nlpguy_-_ColorShadow-7B-4bits is a machine learning model from RichardErkhov. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Downloads · 30 days
6
21% of all-time downloads
All-time downloads
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.safetensors4.5 GB · 100%
How the weights are stored.
U87B · 95%
From the Hugging Face model README
Quantization made by Richard Erkhov.
ColorShadow-7B - bnb 4bits
license: apache-2.0 tags:
This is a Gradient-SLERP merge between diffnamehard/Mistral-CatMacaroni-slerp-7B and cookinai/Valkyrie-V1 performed using mergekit.
Here is the config file used:
slices:
- sources:
- model: diffnamehard/Mistral-CatMacaroni-slerp-7B
layer_range: [0, 32]
- model: cookinai/Valkyrie-V1
layer_range: [0, 32]
merge_method: slerp
base_model: diffnamehard/Mistral-CatMacaroni-slerp-7B
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 # fallback for rest of tensors
dtype: float16
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 68.34 |
| AI2 Reasoning Challenge (25-Shot) | 67.83 |
| HellaSwag (10-Shot) | 85.15 |
| MMLU (5-Shot) | 61.69 |
| TruthfulQA (0-shot) | 59.56 |
| Winogrande (5-shot) | 80.58 |
| GSM8k (5-shot) | 55.19 |