Nice
enjoyed the read nice one also seeing this being put out there Qwen3.8-120B/51B/A6B MoE is coming out in 24 hours.
What a happy day source from here https://modelscope.cn/models/Qwen/Qwen3.8-Flash-Next
Glad you enjoyed it — and thanks for the heads-up back then, because that model you flagged is out, and I ended up building the uncensored line of it:
- Flash-Next-Abliterated (bf16, refusal removed)
- Flash-Next-Abliterated-NVFP4
- Flash-Next-Abliterated-GGUF (five quants)
On the numbers you quoted — I took the arch apart (write-up in ARCHITECTURE.md on the abliterated repo, first written account of qwen4_exp): it's ~180 B total once you count the ~51 B PLE n-gram table you saw, with ~7 B active per token (the "A6B" headline), 512 fused experts, and — relevant to this survey — it ships a real MTP draft head. So it's squarely in scope: the NVFP4 above has that head grafted back and pinned in quantization_config.ignore, which is exactly the failure mode the survey found most repos get wrong (head present in name, dead in practice).
One honest footnote: it's a 180 B beast — great throughput from the 7 B active path, but not a 128 GB-class model in any quant that keeps quality, unlike the 27 B. Fun full circle, though: you pointed at it, and now it's abliterated and quantized.
i got over the disapointment with the 3.8 flash as i seen this the stats are insane for a 27b https://huggingface.co/DavidAU/Qwen3.8-27B-Cold-Fable-Fusion-GAIN-V1.1-732-Heretic-Uncensored-stage1 i deffenetly want to jump on tthis one when its out if yoou nvfp4 it ! top tier