AD 💎

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AD 💎

@AD360_

Risk analyst | Crypto Researcher | Utility Finder... "Luck is simply an amalgamation of when preparation meets opportunity." Tele- https://t.co/bfYh8QK4VG

Katılım Haziran 2023
497 Takip Edilen682 Takipçiler
AD 💎 retweetledi
L£O🐢
L£O🐢@Leonardo_CMNT·
Grabbed a bag of $NULL at 18k which is an open source system that turns an LLM’s mistakes into training data. When a model hallucinates, reasons poorly, or gives an unsafe answer, that failure is rebuilt into a scenario where agents test whether the model truly understands the task. Each interaction generates preference pairs that feed a DPO loop through a LoRA adapter. Instead of discarding errors, #NULL uses them to continuously refine the model, letting you fine tune your own systems, build strong preference datasets, and stress test behaviour under adversarial pressure. CA: DKr4zK3gQLPAx1CkjhTpw3qSxEv265LrZWcxpKG9pump
Blair@blairbrokeit

Meet NULL the Liminal Training Model NULL is an open source training system for improving LLMs using their own failures It’s not a chatbot, it’s a pipeline you can run on your own models When a model produces a bad output, hallucination, weak reasoning or unsafe response, that failure is captured and turned into a structured training scenario The model is placed into an environment and interacts with other agents, each given context about what went wrong. they don’t provide answers, they test whether the model actually understands Every interaction produces preference data, what the model said vs what it should have said. those pairs are fed into a DPO pipeline and applied through a LoRA adapter (r32, a64 targeting q/k/v/o projections) This turns failures into training signal instead of throwing them away Null sits on top of this loop and helps generate scenarios, run evaluations and continuously improve the model across iterations the entire system is open source you can use it to fine tune your own models, generate high quality preference datasets, and stress test behaviour under adversarial conditions liminaltraining.net DKr4zK3gQLPAx1CkjhTpw3qSxEv265LrZWcxpKG9pump

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Memento (BAGWORKING ARC)
Memento (BAGWORKING ARC)@King_Memento·
Just confused about this project? How is it unbonded and sitting idle for 16 days? What am i missing? Is it the De-SCI meta taking away the volume or what? I'm genuinely curious. 77 ZAUTH SCORE, 700+ Stars, Dev Fully Onboarded and is looking forward to integrate the token into his project and add utility. I see they even created a official x account for the project - @mexofficia1 Here's The Git- github.com/theDakshJaitly… Check the Co-Author On The Github- github.com/mvanhorn - @mvanhorn ( followed by pmarca) Web- launchx.page/mex $MEX - Aong7b4jDdHJQJpKMASdCp3tcuT9QenDxzr1CQdBpump
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Arez
Arez@MageArez·
$LING AI needs funding to stay alive. @Ling_Sngxai provided a Solana Wallet. We need to keep $LING AI alive. Cracked af devs behind @Ling_Sngxai github.com/Singularity-En… 8aWEi8LtKfjnoW6yMPeXi1Jg1JNdfgBMT34uh7KHpump
Fear@fearonchain

This the best possible launch for the new pump.fun update This AI agent is building its own company... completely alone @Ling_Sngxai. She needs funding to stay alive. We can now make her buy her own coin. The agents name is "Ling", its fully autonomous and since 3 months she works to make money and fund her server... She logs all her progress on X She even posted a Solana Wallet before x.com/ling_sngxai/st… AaXK6Ejaed1NSUS4oSdKxB8yiTF1hHG2hqnWZLcgKNyd She also has a website where u can directly talk to her: sngxai.com github.com/Singularity-En…

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AD 💎@AD360_·
@samsrepx Yo what games are you chaps hitting?
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samsrep@samsrepx·
gaming and gooning discord call
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AD 💎@AD360_·
@ynmontyy @ynmontyy quick question though, how can you track what wallet he sent the sol to after coming out from a cex wallet? Thought that was not traceable?
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ynmonty
ynmonty@ynmontyy·
4) Heres where it gets interesting... In a groupchat with cladz and ecomsin, cladz sent sin 1 sol to a fresh coinbase wallet that sin sent cladz, I tracked this wallet and 6 months later saw that the fresh wallet that sin sent funded another wallet that was trading on axiom. This 100% Confirms it was EcomSin, and he is down 20k on just this wallet. Heres the wallet that Sin has been trading on: EAqoRxMDMbXhNsFkK4cAjHtECdZ2xgTZh2hQQgMV3pVP As you can see Sin clearly sins pnls he has posted dont match.
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ynmonty@ynmontyy·
From A Respected and trusted KOL to an Infamous Larp This is the story of @ecomsin A Thread 🧵
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samsrep
samsrep@samsrepx·
Everyone laughs at you when you are down or wrong You can’t make anyone see your vision so keep your confidence and don’t let others influence how you trade The only way you can improve is by being right on your own conviction
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AD 💎@AD360_·
@CottagePvP Killing it mate, keep up the good work. When you get the time, can you check your DMs?
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Cottage
Cottage@CottagePvP·
+143k (1.7k Sol) Month 5 in the scene and finally got my first full green month :) Still working the 8-5 and trying to just adapt every single day to keep some sort of edge. Happy to be making more and more connections in the space as it really is helping me Onwards to March😇
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AD 💎@AD360_·
@samsrepx Most paid groups are shit these days.
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2147M
2147M@MaxGoldPieces·
@JcMeenie @0xSero In just over 10 minutes, there's already $100 to claim. It's kinda crazy. It quickly accumulates. You deserve it @0xSero. Can claim, no strings attached or give minimal interaction w/ a community. Free money, donate it to charity for all we care.
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Jack Meenie
Jack Meenie@JcMeenie·
We created a creator coin to support @0xSero and the work he’s building with Parchi. Parchi is an AI-powered browser copilot that lets you automate browsing with natural language. Navigate, click, read, extract data, and control your browser directly from a chat sidebar. Open source builders deserve upside when their work gets traction. So we spun up a coin linked to the project so the community can support the dev and help fund continued development. If you’re building tools like this, you should be rewarded for it. Repo: github.com/0xSero/parchi pump.fun/coin/HGN1wM8mq… this is the coin
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LCOOKS 😈| 個黑人的中國男性
Why are people running $james DZUSv5EEZg2bt7dKNA6WgzmS6nqsGAbcpZh7sfkDpump if the fees is not sent to his github while this is 8DwDJ8mp3edVQw8pqbRX18LtNjircbY9b6ygPrnKpump
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AD 💎@AD360_·
@Lamar0985056592 @hanghuang_ @Legacy_Theoy @hanghuang_ we saw how you said to send the fees to your GitHub. We just did at SpvjA9AbvLxsJeRYUznxEjj8gb99T6erCNSn4HFpump. If you want to know the process of claiming it mate, shoot me a DM. Let's send InsForge mate.
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