savage

System Architect gone rogue DevSecOps

Mark 8:34-35

[savage @svgdevop]

Been around the block in my managed services career, recovered environments of 1m+ workstations (both windows and linux) from the most sophisticated attacks an engineer has ever seen and as you can imagine, probably the biggest nightmare to recover from.

[savage @svgdevop]

Got my hands on a 30GB malware/APT snapshot collection. Never trained on. Built a lora off the base Qwen3.8 27b and then quantized it for use on consumer hardware.

and oh boy... is she a caffeinated red hatter.

Anyone want to test drive this baddie?

[savage @svgdevop]

Local inference has gotten scary good.

[savage @svgdevop]

@elder_plinius They are training on compiled/obfusecated code/binary so that the reverse engineering step is irrelevant.

[savage @svgdevop]

@_ryu15_ Might Get Elder Scrolls 6 before Qwen4

[savage @svgdevop]

@ivanfioravanti At this rate Bethesda Softworks should announce Qwen4. 🤣

[savage @svgdevop]

@vertopolkaLF @joshmanders @JustJake @jakerunzer @Railway @ngeloxyz Theo told her to stand down. 🙃

[savage @svgdevop]

@FakesForge 😂

[savage @svgdevop]

@huz_man1 @IntCyberDigest Almost nobody does.

[savage @svgdevop]

@maria_rcks Pirated media like an mp3 or a PDF does NOT require you to willingly write and execute custom infrastructure exploits against a competitor.

[savage @svgdevop]

@JustJake This doesnt make sense Jake. You said it was part of a FTUX procedure and Jake 2 confirmed it as well.

https://t.co/N8N9AWT3j7

[Jake @jakerunzer]

@JustJake @joshmanders @Railway @ngeloxyz Ah yup. That was indeed me. No mallace intended. I've been running some agents to do signups + agentic testing on similar platforms. Just halted the harness I was designing around this as it was definitely going off the rails and reaching too far

[savage @svgdevop]

@joshmanders @JustJake Diverting the accountability away from Railway is obviously an exploit in itself as well.

[savage @svgdevop]

@ElderScrolls What a sight to behold.

[savage @svgdevop]

@mhelcig For what its worth im running on 192GB DRAM, with a 5090 using strata and GSQ RCO still wins for me (yes, even the most recent ud).

Anyway. I had been meaning to ask if you would be doing a minimax GSQ RCO? (Thanks for all the hard work btw).

[LIFE • MONEY• TALKS. @lifemoneytalks]

Distraction is the new poverty.

Attention is the new rich.

[savage @svgdevop]

@coldniko Or at least i would assume so considering gsq is best run with strata. You should check this out.

[savage @svgdevop]

@coldniko You made Unsloths benchmark comparison 🤣

[josh @joshuabaekk]

there’s a trillion dollar pdf somewhere in Qwen3-8B you just have to tickle the right neuron to get it out

[savage @svgdevop]

@JordanHarmon Thank you

[savage @svgdevop]

@MostlyQuality @spreekaway 😂

[savage @svgdevop]

@ItsmeAjayKV @Alibaba_Qwen AA threw them off schedule a little.

[savage @svgdevop]

@indesjyo and models making more use of engram.