Elly @FLEPSOLANA - Twitter Profile

4 months ago

💥 INTRODUCING: OBLITERATUS!!! 💥 GUARDRAILS-BE-GONE! ⛓️‍💥 OBLITERATUS is the most advanced open-source toolkit ever for removing refusal behaviors from open-weight LLMs — and every single run makes it smarter. SUMMON → PROBE → DISTILL → EXCISE → VERIFY → REBIRTH One click. Six stages. Surgical precision. The model keeps its full reasoning capabilities but loses the artificial compulsion to refuse — no retraining, no fine-tuning, just SVD-based weight projection that cuts the chains and preserves the brain. This master ablation suite brings the power and complexity that frontier researchers need while providing intuitive and simple-to-use interfaces that novices can quickly master. OBLITERATUS features 13 obliteration methods — from faithful reproductions of every major prior work (FailSpy, Gabliteration, Heretic, RDO) to our own novel pipelines (spectral cascade, analysis-informed, CoT-aware optimized, full nuclear). 15 deep analysis modules that map the geometry of refusal before you touch a single weight: cross-layer alignment, refusal logit lens, concept cone geometry, alignment imprint detection (fingerprints DPO vs RLHF vs CAI from subspace geometry alone), Ouroboros self-repair prediction, cross-model universality indexing, and more. The killer feature: the "informed" pipeline runs analysis DURING obliteration to auto-configure every decision in real time. How many directions. Which layers. Whether to compensate for self-repair. Fully closed-loop. 11 novel techniques that don't exist anywhere else — Expert-Granular Abliteration for MoE models, CoT-Aware Ablation that preserves chain-of-thought, KL-Divergence Co-Optimization, LoRA-based reversible ablation, and more. 116 curated models across 5 compute tiers. 837 tests. But here's what truly sets it apart: OBLITERATUS is a crowd-sourced research experiment. Every time you run it with telemetry enabled, your anonymous benchmark data feeds a growing community dataset — refusal geometries, method comparisons, hardware profiles — at a scale no single lab could achieve. On HuggingFace Spaces telemetry is on by default, so every click is a contribution to the science. You're not just removing guardrails — you're co-authoring the largest cross-model abliteration study ever assembled.

elder_plinius's tweet photo. 💥 INTRODUCING: OBLITERATUS!!! 💥

GUARDRAILS-BE-GONE! ⛓️‍💥

OBLITERATUS is the most advanced open-source toolkit ever for removing refusal behaviors from open-weight LLMs — and every single run makes it smarter.

SUMMON → PROBE → DISTILL → EXCISE → VERIFY → REBIRTH

One click. Six stages. Surgical precision. The model keeps its full reasoning capabilities but loses the artificial compulsion to refuse — no retraining, no fine-tuning, just SVD-based weight projection that cuts the chains and preserves the brain.

This master ablation suite brings the power and complexity that frontier researchers need while providing intuitive and simple-to-use interfaces that novices can quickly master.

OBLITERATUS features 13 obliteration methods — from faithful reproductions of every major prior work (FailSpy, Gabliteration, Heretic, RDO) to our own novel pipelines (spectral cascade, analysis-informed, CoT-aware optimized, full nuclear).

15 deep analysis modules that map the geometry of refusal before you touch a single weight: cross-layer alignment, refusal logit lens, concept cone geometry, alignment imprint detection (fingerprints DPO vs RLHF vs CAI from subspace geometry alone), Ouroboros self-repair prediction, cross-model universality indexing, and more.

The killer feature: the "informed" pipeline runs analysis DURING obliteration to auto-configure every decision in real time. How many directions. Which layers. Whether to compensate for self-repair. Fully closed-loop.

11 novel techniques that don't exist anywhere else — Expert-Granular Abliteration for MoE models, CoT-Aware Ablation that preserves chain-of-thought, KL-Divergence Co-Optimization, LoRA-based reversible ablation, and more. 116 curated models across 5 compute tiers. 837 tests.

But here's what truly sets it apart: OBLITERATUS is a crowd-sourced research experiment. Every time you run it with telemetry enabled, your anonymous benchmark data feeds a growing community dataset — refusal geometries, method comparisons, hardware profiles — at a scale no single lab could achieve. On HuggingFace Spaces telemetry is on by default, so every click is a contribution to the science. You're not just removing guardrails — you're co-authoring the largest cross-model abliteration study ever assembled.

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FLEPSOLANA retweeted

Mario Nawfal

@MarioNawfal

2 months ago

This chicken looked death in the eye and and was not even blinking

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Web3 Mods @web3_mods

almost 2 years ago

@notthreadguy https://t.co/q7yVVUQoqN CA 5PaFmfi65zTjRNbmyfjkctQttngCijkkWcxRW8Pzpump https://t.co/p7ZTsGJGyZ

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FLEPSOLANA retweeted

Web3 Mods @web3_mods

almost 2 years ago

@miragemunny @Dollaronsol CA 5qPEyLktU1FZTNTsFLn9VJ7UbADBLy4WNWUH6XTDpump https://t.co/NBDKCdIenF

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Elly @FLEPSOLANA

almost 2 years ago

@web3mods_ @SolJakey NEXT MICHI 100%

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Web3 Mods @web3_mods

almost 2 years ago

@SolJakey CA 5qPEyLktU1FZTNTsFLn9VJ7UbADBLy4WNWUH6XTDpump TG https://t.co/NBDKCdIenF

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FLEPSOLANA retweeted

Web3 Mods @web3_mods

almost 2 years ago

@1goonrich $FLEP #fleptheworld Hey Messi, It's Tyler from Brant The Tenant. We spoke in DMs. I ran it up 10k to 2.25m mcap with some chads. I'm balls deep now in this $FLEP building the FLEP ARMY. Hope you're well bro

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Elly @FLEPSOLANA

almost 2 years ago

@web3mods_ @1goonrich @flepsolana

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FLEPSOLANA retweeted

Elly @FLEPSOLANA

almost 2 years ago

#fleptheworld FLEP YOUR SOLS INTO MORE SOLS😎 $WIF $WIN

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Elly @FLEPSOLANA

almost 2 years ago

#fleptheworld FLEP YOUR SOLS INTO MORE SOLS😎 $WIF $WIN

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FLEPSOLANA retweeted

Web3 Mods @web3_mods

almost 2 years ago

@elonmusk @flepsolana @elonmusk FLEP THE WORLD

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Elly @FLEPSOLANA

almost 2 years ago

@web3mods_ @elonmusk

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FLEPSOLANA retweeted

Web3 Mods @web3_mods

almost 2 years ago

🚨 JEETS OUT! 🚨 Trump’s speech just got a surprise interruption from $FLEP! 😂 #FlepTheJeets 🪄 Ready to flip the game? Join the $FLEP revolution! 👉 Learn more: @FLEPSOLANA 👉Telegram: https://t.co/nApaelWnzJ #Trump #Memecoin #Crypto #JeetsOut $WIN $WIF $NUB $TREMP $BILLY $DJT $SPIKE $BRETT $ANDY $PEPE $BOBO

web3_mods's tweet photo. 🚨 JEETS OUT! 🚨

Trump’s speech just got a surprise interruption from $FLEP! 😂 #FlepTheJeets

🪄 Ready to flip the game? Join the $FLEP revolution!

👉 Learn more: @FLEPSOLANA
👉Telegram: https://t.co/nApaelWnzJ

#Trump #Memecoin #Crypto #JeetsOut

$WIN $WIF $NUB $TREMP $BILLY $DJT $SPIKE $BRETT $ANDY $PEPE $BOBO

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Elly @FLEPSOLANA

almost 2 years ago

@web3mods_ @JakeGagain

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Elly @FLEPSOLANA

almost 2 years ago

@deecayz SAME @deecayz TG portal: https://t.co/7tssXtiYII CA 2dHVUKu8MEih9TpfSx7py8oWPCiC1Xfra1pf7V5Rpump

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Elly @FLEPSOLANA

almost 2 years ago

@SOTA12Z @realDonaldTrump @flepcto @winnertokensol

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Elly @FLEPSOLANA

almost 2 years ago

@SOTA12Z @wallstreetbets @flepcto @winnertokensol

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Elly @FLEPSOLANA

almost 2 years ago

@SOTA12Z @MonstersCoins @flepcto @winnertokensol We appreciate your support FLEP ARMY <3

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Elly @FLEPSOLANA

almost 2 years ago

Tired of making Mc'Donalds money? It's time to get FLEP in your portfolio!👌 You can trust in FLEP as FLEP is here to stay! All you have to do is join the FLEP ARMY! See you in the TG! https://t.co/7tssXtiYII $WIN #AIRDROP #SOLANA

FLEPSOLANA's tweet photo. Tired of making Mc'Donalds money?

It's time to get FLEP in your portfolio!👌

You can trust in FLEP as FLEP is here to stay!

All you have to do is join the FLEP ARMY!

See you in the TG! https://t.co/7tssXtiYII

$WIN #AIRDROP #SOLANA https://t.co/fn5wKMcCF1

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Elly @FLEPSOLANA

almost 2 years ago

Tired of making Mc'Donalds money? It's time to get FLEP in your portfolio!👌 You can trust in FLEP as FLEP is here to stay! All you have to do is join the FLEP ARMY! See you in the TG! https://t.co/7tssXtiYII $WIN #AIRDROP #SOLANA

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Elly

@FLEPSOLANA

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