Pepper

@depression2019 @DegenToDisciple Accidentally?

Guys did we accidentally elect a complete retard

@bitfloorsghost It's a pity but the incentives so strongly reward this behavior in crypto. How that changes, I'm really curious about

one of the worst things about the crypto space is the people who will befriend you in order to try and get a leg up, and once you help them, your usefulness to them is gone and they move on to the next person to rinse and repeat as they try and climb the ladder, make money, what have you you almost have to withhold support for people / projects just to make sure you aren’t taken advantage of, which is antithetical to how I have always operated it’s a bummer because you should never become a cynic in life, and i refuse to because it’s not a great way to live, but man do people make it tough lmao

Just shipped trade.getrekt.fun 🔴 Paste any @TheArena token CA → get instant preview, live bonding progress, and fast buy/sell UX. Built for traders who want a real chart, not menus. Try it.

Another community tool to improve the Arena user experience. GG @Bayo0x

Misery luvs company, that's the whole PMF of crypto

@pierre_crypt0 So gud

the world if social networks were forbidden for 65+ years old (boomers world leaders)

@vohvohh What's the ca ?

just saw someone shill a $2.6k marketcap coin in a 300 person chat the trenches are dead

@TheBrownGoose69 @tunefed Where there is a will there is a way

where can I long air fryer content on the timeline?

@AutismCapital @ijoshuajohnson I think it's just genuinely people are being extra thick lately

We used to be a society. You could literally just say retarded. The Black Eyed Peas literally called “Let’s Get it Started” “Let’s Get Retarded” before the woke liberal agenda made them change the lyrics for mass success. You could just say things. We used to be free.

@conductr_ Very interesting but makes perfect sense too. I find it terrifying that some people don't have an inner monolog, but it definitely shows.

according to neuroscience, the highest form of intelligence is metacognition: the ability to think about one's own thinking, not to react blindly, not to run on autopilot, but to observe one's own mind in real time.

In 72 hours I got over 100k of value 1. Lambda gave me 5000$ credits in compute 2. Nvidia offered me 8x H100s on the cloud (20$/h) idk for how long but assuming 2 weeks that'd be 5000$~ 3. TNG technology offered me 2 weeks of B200s which is something like 12000$ in compute 4. A kind person offered me 100k in GCP credits (enough to train a 27B if you do it right) 5. Framework offered to mail me a desktop computer 6. We got 14,000$ in donations which will go to buying 2x RTX Pro 6000s (bringing me up to 384GB VRAM) 7. I got over 6M impressions which based on my RPM would be 1500$ over my 500$~ usual per pay period 8. I have gained 17,000~ followers, over doubling my follower count 9. 17 subscribers on X + 700 on youtube. The total value of all this approaches at minimum 50,000$~ and closer to 150,000$ if I leverage it all. --------------------- What I'll be doing with all this: Eric is an incredibly driven researcher I have been bouncing ideas off of over the last month. Him and I have been tackling the idea of getting massive models to fit on relatively cheap memory. The idea is taking advantage of different forms of memory, in combination with expert saliency scoring, to offload specific expert groupings to different memory tiers. For the MoEs I've tested over my entire AI session history about 37.5% of the model is responsible for 95% of token routing. So we can offload 62.5% of an LLM onto SSD/NVMe/CPU/Cheap VRAM this should theoretically result in minimal latency added if we can select the right experts. We can combine this with paged swapping to further accelerate the prompt processing, if done right we are looking at very very decent performance for massive unquantisation & unpruned LLMs. You can get DeepSeek-v3.2-speciale at full intelligence with decent tokens/s as long as you have enough vram to host the core 20-40% of the model and enough ram or SSD to host the rest. Add quantisation to the mix and you can basically have decent speeds and intelligence with just 5-10% of the model's size in vram (+ you need some for context) The funds will be used to push this to it's limits. ----------------- There's also tons of research that you can quantise a model drastically, then distill from the original BF16 or make a LoRA to align it back to the original mostly. This will be added to the pipeline too. ------------------ All this will be built out here: github.com/0xSero/moe-com… you will be able to take any MoE and shove it in here, and with only 24GB and enough RAM/NVMe to compress it down. it'll be slow as hell but it will work with little tinkering. ------------------ Lastly I will be looking into either a full training run from scratch -> or just post-training on an open AMERICAN base model - a research model - an openclaw/nanoclaw/hermes model - a browser-use model To prove that this can be done. -------------------- I will be bad at all of it, and doubt I will get beyond the best small models from 6 months ago, but I want to prove it's no boogeyman impossible task to everyone who says otherwise. -------------------- By the end of the year: 1. I will have 1 model I trained in some capacity be on the top 5 at either pinchbench, browseruse, or research. 2. My github will have a master repo which combines all my work into reusable generalised scripts to help you do that same. 3. The largest public comparative dataset for all MoE quantisations, prunes, benchmarks, costs, hardware requirements. -------------------------- A lot of this will be lead by Eric, who I will tag in the next post. I want to say thank you to everyone who has supported me, I have gotten a lot of comments stating: 1. I'm crazy, stupid, or both 2. I'm wasting my time, no one cares about this 3. This is not a real issue I believe the amount of interest and support I've received says it all. donate.sybilsolutions.ai

Since the war started on Feb 28: - BTC up 26% relative to Gold - BTC up 12% relative to S&P500 Promising early signs for crypto, right when the entire industry capitulated near the bottom. Betting on BTC to climb the wall of worry while everyone's sidelined or positioned short.

this guy has 29 models on huggingface at page 2 ranking. no lab behind him. no sponsorship. $2,000 from his own pocket on GPU rentals. he compressed GLM-4.7 to run on a MacBook and quantized Nemotron Super the week it dropped. all public. all free. nvidia is a trillion dollar company with hundreds of teams but they are not the ones quantizing models middle of the night and pushing them out before sunrise. if nvidia stopped tomorrow their employees stop working. people like @0xSero would not. that is the difference between a paycheck and a mission. @NVIDIAAI you talk about making AI accessible. the people actually doing it are right here. 29 models deep burning their own compute with no ask except more hardware to keep going. you do not need to build another program. just look at who is already building for you. one GPU to this man would produce more public value than a hundred internal sprints. i am not asking for charity. i am asking you to invest in someone who already proved it.

@avaxjesus Tbh male fertility falls off pretty fast after 40 too and in any case being a parent is exhausting ( and ultra rewarding), makes much more sense for both sexes to do it in your 20s or 30s even though society makes this choice harder with each passing year

There is nothing that compares to having a family that you live with, that you had a hand in creating. I feel sorry for those that faded, male population is much better position as they can continue to have them at basically any age…. There are gonna be a lot of depressed women that put career over family, when soon AI will take out many of them. Real talk.

ASO Holder Distribution Complete We’ve just distributed 1,081,913 FLD tokens to the top 47 holders. These wallets hold 8 NFTs or more, representing the strongest collectors in the community. The distribution was calculated proportionally based on NFT ownership, rewarding those who have supported the project the most. Thank you to everyone continuing to build the ASO universe with us. More updates soon. ∞

AI enables the individual much more than it enables corporations/governments. Control/power/hierarchical structures are deeply challenged by individual's with a personal agent, an agent who's singular role is working for that person. As LLM models become commodities, with no company being able to extract high rents from use of their intelligence, in tandem with local hardware improving significantly, individuals are being given the opportunity of their own completely sovereign intelligence ran on cutting edge open source models. The last branch to enable this is ofcourse a way for agents to transact and drive economic activity in a completely separate manner to the power structures in place. That's of course where crypto finds its ultimate product/market fit. How this all works out in the end is an unknown, but I'd much rather bet on individuals than so many of the structures we have in place now. Crypto is the bleeding edge of this, and whether it takes 1 year or 10, the future is ultimately bright for the cipher punk hope of blockchain.

since everything vintage is back in style, can we bring back loyalty, manners, respect, and gratitude too?

The largest companies in the world have links or are directly focusing on AI In crypto the cryptoAi category is ridiculously undervalued, top 50 has only 2 ai related projects In hindsighτ it will look so obvious