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For those trying to shoe horn this large model on your machine every GB of saved memory counts when offloading to System RAM!

Here is a pruned down the 22.2 Billion parameter model by 4 junk layers to make a 19B that doesnt appear to lose any sense of quality.

Safetensors

Model size

19.1B params

Tensor type

FP16

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