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: Wed Aug 07, 23:36:13

GGUF

Model size

8.03B params

Architecture

llama

5-bit

6-bit

8-bit

16-bit

Inference Examples

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