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Shengkun/DarwinLM-4B-Mistral-Minitron-8B-Pruned-Masked

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face
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This is DarwinLM pruned from Mistral-Minitron-8B. The model is masked that the pruned weights are set as 0 while the remaining weights are the same as the original model.

The shape of all weights are the same as the original model.

python
# To use the model
from transformers import AutoModelForCausalLM
model = AutoModelForCausalLM.from_pretrained("Shengkun/DarwinLM-4B-Mistral-Minitron-8B-Pruned-Masked")

4.8B

MethodsAvgSciQPIQAWGARC-EARC-CHSLogiQABoolQMMLU
Mistral Minitron 8B72.496.580.479.583.16362.433.683.969.4
DarwinLM 4.8B53.683.169.858.964.535.748.924.164.733.2