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  # pig architecture gguf t5 series encoder
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  - encoder base model from [google](https://huggingface.co/google)
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  - pig architecture from [connector](https://huggingface.co/connector)
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- - 50% faster at least compare to safetensors version
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  - save memory up to 50% as well; good for old machine
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  - compatible with all model; no matter safetensors or gguf
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  - tested on pig-1k/1k-aura/1k-turbo/cosmos, etc.; works fine
 
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  # pig architecture gguf t5 series encoder
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  - encoder base model from [google](https://huggingface.co/google)
22
  - pig architecture from [connector](https://huggingface.co/connector)
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+ - 50% faster at least; compare to safetensors version
24
  - save memory up to 50% as well; good for old machine
25
  - compatible with all model; no matter safetensors or gguf
26
  - tested on pig-1k/1k-aura/1k-turbo/cosmos, etc.; works fine