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Reddit author publishes Strata-ready Qwen 3.8 Flash Next IQ4_XS clone

AI summary

Reddit user jjusko20 updated a community distribution of an uncensored Swift 1.5 Qwen 3.8 Flash Next clone quantized with Unsloth Dynamic IQ4_XS. The author says it was quantized with a custom importance matrix for English, tool use, math, code and reasoning, and includes Strata artifacts such as an MTP head and vision files. The author reports a mean KLD of 0.06 and median of 0.02, while noting that the mean was concentrated on drug-related prompts and skewed in that direction. The uncensoring method, package contents and quality figures have not been independently verified.

In-depth insight

The release provides a community-published Strata-ready IQ4_XS package for Swift 1.5 Qwen 3.8 Flash Next, but its uncensoring, included artifacts and reported quality figures remain unverified claims from the author.

An update on my heretic (uncensored - refusals removed) unsloth dynamic iq4_xs quant clone - I added the strata ready artifacts: This is: the heretic version of Swift 1.5 Qwen 3.8 flash next, (mean KLD 0.06, median 0.02, mean concentrated on drug-related prompts so skewed in that direction) quantized on a per-tensor profile to the unsloth dynamic IQ4_XS quant of Qwen 3.8 flash next quantized with a custom imatrix for agentic work (english, tool use, math, code, reasoning) with the dataset from Ed Addario comes strata ready, with an included zip file with all of the needed strata artifacts (includes mtp head and vision, along with a few other necessary strata files) -- see files ------ the imatrix could be improved a bit and I'm working on it but this is a pretty strong version. closer to the original model than the ISTA version if you have the headroom / want a little higher quality particularly in knowledge and recall. https://huggingface.co/trubisky/Swift-1.5-Qwen-3.8-Flash-Next-Heretic-UD-IQ4_XS submitted by /u/jjusko20 [link] [comments]

#Qwen 3.8 Flash Next#Swift 1.5#Unsloth Dynamic IQ4_XS#Strata

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