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duyntnet/HX-Mistral-3B_v0.1-imatrix-GGUF
HX-Mistral-3B_v0.1-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/mergekit-community/HX-Mistral-3Bv0.1
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From the Hugging Face model README
Quantizations of https://huggingface.co/mergekit-community/HX-Mistral-3B_v0.1
This is a merge of pre-trained language models created using mergekit.
This model was merged using the linear merge method.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
dtype: float16
merge_method: linear
slices:
- sources:
- layer_range: [0, 16] # Assuming the first half of the model is more general and can be reduced more
model: mistralai/Mistral-7B-Instruct-v0.2
parameters:
weight: 0.5 # Reduce the weight of the first half to make room for the second half
- layer_range: [16, 32] # Assuming the second half of the model is more specialized and can be reduced less
model: mistralai/Mistral-7B-Instruct-v0.2
parameters:
weight: 0.5 # Maintain the weight of the second half