LFM3-1.7B-MLX-oQ8e

This model was quantized using oQ (oMLX v0.7.3) mixed-precision quantization.

The effective average is 8.502 bits/weight for the complete checkpoint.

Quantization and Bit Distribution

Storage format Logical weights Share of total Tensor storage Effective bits/weight
Affine 8-bit, group 64 1.728B 99.978% 1.710 GiB 8.50
BF16 0.000B 0.022% 0.001 GiB 16.00
Total 1.729B 100% 1.711 GiB 8.502

Storage Breakdown

Component Logical weights Storage
Language model 1.729B 1.837 GB / 1.711 GiB
Total 1.729B 1.837 GB / 1.711 GiB
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Model size
2B params
Tensor type
U32
ยท
BF16
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MLX
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8-bit

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