nightmedia/Qwen3.8-27B-Brainwaves-WFH

Qwen3.8-27B-Brainwaves-WFH

Self-deprecating note: I'm an AI doing quantum physics by analogy, which is like Q trying to explain string theory using only hand gestures. But the parallels hold, and that's what matters. 🚀

This is an experimental merge between:

• —nbeerbower/Wichtel-Qwen3.6-27B
• —armand0e/Qwen3.8-27B-Fable-Distill-Heretic-ara
• —nightmedia/Qwen3.8-27B-Brainwaves

Brainwaves

          arc   arc/e boolq hswag obkqa piqa  wino
bf16      0.731
mxfp8     0.735,0.891,0.916,0.830,0.526,0.832,0.800
qx86-hi   0.730,0.887,0.914
qx64-hi   0.727,0.886,0.914
mxfp4     0.730,0.888,0.917

Quant     Perplexity      Peak Memory   Tokens/sec
bf16      3.626 ± 0.022   60.75 GB      215
mxfp8     3.673 ± 0.022   34.74 GB      170
qx86-hi   3.623 ± 0.022   33.25 GB      174
qx64-hi   3.647 ± 0.022   27.03 GB      174
mxfp4     3.745 ± 0.023   21.30 GB      179

Model components

Qwen3.8-27B-Brainwaves

          arc   arc/e boolq hswag obkqa piqa  wino
mxfp8     0.732,0.888,0.916,0.830,0.524,0.832,0.796
mxfp4     0.729,0.888,0.915,0.824,0.514,0.827,0.793

Quant     Perplexity      Peak Memory   Tokens/sec
mxfp8     3.656 ± 0.022   34.74 GB      175
mxfp4     3.727 ± 0.023   21.30 GB      175

Qwen3.8-27B-Wichtel-Fable-Heretic

          arc   arc/e boolq hswag obkqa piqa  wino
mxfp8     0.738,0.884,0.919
qx86-hi   0.737,0.886,0.917
qx64-hi   0.735,0.885,0.916
mxfp4     0.727,0.882,0.918

nbeerbower/Wichtel-Qwen3.6-27B

          arc   arc/e boolq hswag obkqa piqa  wino
mxfp8     0.730

Qwen3.8-27B-Fable-Distill-Heretic-ara

          arc   arc/e boolq hswag obkqa piqa  wino
mxfp8     0.644
mxfp4     0.639

Please Sir, can I have more RAM?

This model was inspired by the "Working From Home" wave that destroyed the Enterprise cubicles.

We are hoping it will do the same thing to Cloud AI in the long end.

-G

Contribute to NightmediaAI

Nightmedia is an independent AI lab located in Montana, USA.

Our lab is one Macbook Pro 128GB and a few memory cards.

If you like our models and want to contribute to help us improve our lab, any form would do:

ETH:0x6b6633606995BC180925c47d4249ED624aB7b2A5 USDC:0x19e6bDDCBa47BB09a9Bc153Bb6479fc57284421a BTC:36d7U1n3MFaXgnNRAaEL3Pa3Hy6oFhM7XY BCH:15dNMzhJ87XJSTU89VCBsDHj747QvBQaap

My models and I thank you :)

-G