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My own (ZeroWw) quantizations. output and embed tensors quantized to f16. all other tensors quantized to q5_k or q6_k.

Result: both f16.q6 and f16.q5 are smaller than q8_0 standard quantization and they perform as well as the pure f16.

Updated on: Tue Jul 3, 09:54:00

GGUF

Model size

3.82B params

Architecture

phi3

5-bit

6-bit

8-bit

16-bit

Inference API

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Collection including ZeroWw/Phi-3-mini-128k-instruct-GGUF