Matt (iotapi322) ❖ retweeted
THIS IS THE MOST UNHINGED REPO I'VE SEEN THIS YEAR.
SOMEONE OPEN SOURCED FIRSTKILLER, A JITO BUNDLE BACKRUNNER THAT DRAWS FIRST BLOOD ON EVERY NEW PUMPFUN LAUNCH.
the moment a new coin is created, it reads the dev's first buy straight from the chain and fires its own buy crowd even sees a chart.
here's what makes it dangerous:
→ listens to pumpfun V3 logs at "processed", the earliest moment Solana tells you anything
→ skips every coin where the dev put in less than 0.5 SOL
→ buys 0.1 SOL as a Jito bundle, 0.001 SOL tip to one of 8 random tip accounts
→ 200,000 compute units at 100,000 microlamports so the transaction doesn't wait in line
→ sells automatically at 2x, at -50%, after 60 seconds, or the moment the coin graduates
→ max 3 positions, 5 second cooldown, reconnects by itself if the socket drops
→ dry run mode spins up a throwaway wallet, your real key never even loads
and here's the math nobody tells you:
after a 0.5 SOL dev buy, the first buyer needs about 13 SOL of buys behind them to hit 2x.
the bot doesn't need a moonshot. it needs 13 SOL of buyers to show up in the next 60 seconds.
~930 lines of JavaScript. 5 dependencies. free and open source.
new coin -> first buy -> first blood.
memecoins are extremely risky. most launches go to zero. run it in dry run first and never trade money you can't afford to lose.
article and repo below
SOMEONE OPEN SOURCED FIRSTKILLER, A JITO BUNDLE BACKRUNNER THAT DRAWS FIRST BLOOD ON EVERY NEW PUMPFUN LAUNCH.
the moment a new coin is created, it reads the dev's first buy straight from the chain and fires its own buy crowd even sees a chart.
here's what makes it dangerous:
→ listens to pumpfun V3 logs at "processed", the earliest moment Solana tells you anything
→ skips every coin where the dev put in less than 0.5 SOL
→ buys 0.1 SOL as a Jito bundle, 0.001 SOL tip to one of 8 random tip accounts
→ 200,000 compute units at 100,000 microlamports so the transaction doesn't wait in line
→ sells automatically at 2x, at -50%, after 60 seconds, or the moment the coin graduates
→ max 3 positions, 5 second cooldown, reconnects by itself if the socket drops
→ dry run mode spins up a throwaway wallet, your real key never even loads
and here's the math nobody tells you:
after a 0.5 SOL dev buy, the first buyer needs about 13 SOL of buys behind them to hit 2x.
the bot doesn't need a moonshot. it needs 13 SOL of buyers to show up in the next 60 seconds.
~930 lines of JavaScript. 5 dependencies. free and open source.
new coin -> first buy -> first blood.
memecoins are extremely risky. most launches go to zero. run it in dry run first and never trade money you can't afford to lose.
article and repo below
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Matt (iotapi322) ❖ retweeted
⛏️Braiins Pool is fucked... something has caused their pool diff to go wild. check your miners .. no shares are being submitted
Diff: 536870912
Diff: 536870912
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I can't even begin to tell you how bad this is...
sshhole.com
> so openssh on musl linux (alpine, openwrt, buildroot, yocto, and a lot of the docker images you've pulled) has had a little problem since 2016....
> take any password longer than 256 characters.
sshhole.com
> so openssh on musl linux (alpine, openwrt, buildroot, yocto, and a lot of the docker images you've pulled) has had a little problem since 2016....
> take any password longer than 256 characters.
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RT @market_sleuth: A pilot with knowledge, experience, logic, & compassion. A family friend of mine flys chartered Lear jets as his full ti…
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I got the @VerusCoin node to boot from 330s to 51s.
> Boot: ~330 s → ~51 s (6.5×), bit-exact tips throughout, 31/31 tests, prod-v4 image shipped.
> Boot: ~330 s → ~51 s (6.5×), bit-exact tips throughout, 31/31 tests, prod-v4 image shipped.
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Matt (iotapi322) ❖ retweeted
COMPUTER ENGINEERING WAS AT 2.3% UNEMPLOYMENT TWO YEARS EARLIER
This list is accurate. It is the New York Fed's latest data by major, covering grads aged 22 to 27 in 2024.
Computer engineering ranks No. 2 of 73 majors at 7.8%. In 2022 it was 2.3%.
Computer science climbed from ame two years.
All recent grads were at 4.2%.
The safe-bet degree now sits between anthropology and fine arts.
This list is accurate. It is the New York Fed's latest data by major, covering grads aged 22 to 27 in 2024.
Computer engineering ranks No. 2 of 73 majors at 7.8%. In 2022 it was 2.3%.
Computer science climbed from ame two years.
All recent grads were at 4.2%.
The safe-bet degree now sits between anthropology and fine arts.
Majors with the highest unemployment rates, per New York Fed.
1. Anthropology: 7.9%
2. Computer Engineering: 7.8%
3. Fine Arts: 7.7%
4. Computer Science: 7%
5. Performing Arts: 7%
6. Architecture: 6.8%
7. Art History: 6.7%
8. Early Childhood Education: 6.6%
9. Physics: 6.6%
10. Environmental Studies: 6.3%
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mine and sell, i have yet to be proven wrong with this policy over the past 5 years.
Every morning or every other morning transfer to exchange and sell, price doesn’t matter.
Every morning or every other morning transfer to exchange and sell, price doesn’t matter.
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yep go nowhere chain just walks away. i cant blame them.
Later today, we are officially ending all remaining support for the Iron Fish network.
A few days ago, we observed abnormal activity involving wIRON and the ChainPort bridge. After working with ChainPort and reviewing their logs, we discovered that the cause was an inflation bug in the Iron Fish blockchain itself.
We traced the bug to a commit from early 2019 in the Merkle tree implementation. The developer at the time implemented a standard Merkle tree. However, because of nuances in how a note’s nullifier is calculated (the mechanism that lets a normal user spend their funds), the attacker was able to spend the same note more than once.
The attacker then compounded the exploit, aggregated their notes, and exited through the ChainPort bridge. This code path was within the scope of both our external and internal audits, but the bug wasn’t caught during review.
For closure, we’ve committed the patch for the exploit, with a detailed postmortem included in the PR, before shutting down and archiving the ironfish repo.
The meta-analysis here is that software that can’t be upgraded immediately (most of crypto), is in an extremely precarious position. The ability to find and exploit vulnerabilities in technically complex code is becoming commoditized. Safety guardrails on US frontier models make it difficult for companies to use them to patch security vulnerabilities, while abliterated open-source models are approaching frontier capabilities.
We wish everyone all the best, and we hope crypto finds a path through this.
Thank you all.
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Matt (iotapi322) ❖ retweeted
SSH Password for the Goldshell KDA Kadena miners that have the newer KDA chips.
yuiop^&*
yuiop^&*
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Matt (iotapi322) ❖ retweeted
3090 Ti 和 A6000 是同一块芯片。
区别在卡里的一个标志位。
一个写着 FULL_SPEED，一个写着 HALF_SPEED。
Reddit 上有个哥们翻了很多代码，把这事讲明白了。
英伟达从 20 系到 50 系的游戏卡，FP16、BF16 做矩阵乘再用 FP32 累加，这条路径的速度都被砍了一半。
40 系和 50 系连 FP8 也砍了。
专业卡和数据中心卡都是全速。
被砍的刚好是 AI 最吃算力的那几块：
训练、微调 LoRA
文生图、文生视频这类扩散模型
大模型的 prefill，就是读长 prompt 那一步
一个人跟模型聊天、一个字一个字往外吐，基本没影响，那一步主要卡显存带宽。
这个哥们说，他的 RTX 6000 PRO 核心数只比 5090 多 10-15%，prefill 却快了 70% 左右。
GitHub 上已经有人把 30 系解锁了，800 多星。
做法是一个 Linux 内核模块，开机时抢在 NVIDIA 驱动接管之前，把速度选择器改掉。
3090 Ti 实测 BF16 从 87.5 TFLOPS 到 157.4，TF32 差不多翻倍。
40 系有人在 Windows 上跑通了 AD103，还得往别的型号移植。
50 系就难了，英伟达加了熔丝，专门读这个标志位。
有意思的是 50 系的 FP4 没被砍。
我觉得这事最值得琢磨的是定价。
同样的硅，同样的制造成本，价格差好几倍，差的是一个配置位。
特斯拉早年也这么干过，同一块电池用软件锁一截续航，加钱解锁。
卖硬件卖到最后，利润都在那个开关上。
原帖说解锁没风险，因为本来就是同一块 die。
我觉得保修和稳定性还是自己掂量一下。
看完突然觉得我那块吃灰的 3090 这几年一直在摸鱼。
而且是老板安排它摸的。
reddit.com/r/LocalLLaMA/c…
区别在卡里的一个标志位。
一个写着 FULL_SPEED，一个写着 HALF_SPEED。
Reddit 上有个哥们翻了很多代码，把这事讲明白了。
英伟达从 20 系到 50 系的游戏卡，FP16、BF16 做矩阵乘再用 FP32 累加，这条路径的速度都被砍了一半。
40 系和 50 系连 FP8 也砍了。
专业卡和数据中心卡都是全速。
被砍的刚好是 AI 最吃算力的那几块：
训练、微调 LoRA
文生图、文生视频这类扩散模型
大模型的 prefill，就是读长 prompt 那一步
一个人跟模型聊天、一个字一个字往外吐，基本没影响，那一步主要卡显存带宽。
这个哥们说，他的 RTX 6000 PRO 核心数只比 5090 多 10-15%，prefill 却快了 70% 左右。
GitHub 上已经有人把 30 系解锁了，800 多星。
做法是一个 Linux 内核模块，开机时抢在 NVIDIA 驱动接管之前，把速度选择器改掉。
3090 Ti 实测 BF16 从 87.5 TFLOPS 到 157.4，TF32 差不多翻倍。
40 系有人在 Windows 上跑通了 AD103，还得往别的型号移植。
50 系就难了，英伟达加了熔丝，专门读这个标志位。
有意思的是 50 系的 FP4 没被砍。
我觉得这事最值得琢磨的是定价。
同样的硅，同样的制造成本，价格差好几倍，差的是一个配置位。
特斯拉早年也这么干过，同一块电池用软件锁一截续航，加钱解锁。
卖硬件卖到最后，利润都在那个开关上。
原帖说解锁没风险，因为本来就是同一块 die。
我觉得保修和稳定性还是自己掂量一下。
看完突然觉得我那块吃灰的 3090 这几年一直在摸鱼。
而且是老板安排它摸的。
reddit.com/r/LocalLLaMA/c…
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Matt (iotapi322) ❖ retweeted
Now I also confirmed that 2080ti unlock is successful with similar approach as the 30-series' method
it reach nearly same speed as 350w 3090(locked) with only 250w in mmapeak and mamf-finder
github.com/KohakuBlueleaf…
it reach nearly same speed as 350w 3090(locked) with only 250w in mmapeak and mamf-finder
github.com/KohakuBlueleaf…
Confirmed that 3090 unlock is successful
with 360watt power wall, I got 75T -> 135T (measured in Pytorch)
Which is insane
I used github.com/Zagitta/gpu-un… with commit a9b0c75
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Matt (iotapi322) ❖ retweeted
the $noid dev funds parked 1m noid on oct 16. 4 minutes apart, exactly 500k each. find a big redflags🚩
tl;dr oct 16 both dev funds moved exactly 500,000 noid to fresh addresses, 4 min apart. 1m noid, ~9% of supply
the setup, from parano1d's own economics page:
- 10% of every (O(1) Network Fund + Parano1d Lab)
- thats 2,304 noid each per day, paid every 2,880 blocks
- disclosed, nothing hidden there
what the explorer shows:
- oct 16 13:59 utc: fund A sends 500,000 to o1rv9y…
- oct 16 14:03 utc: fund B sends 500,000 to o1m0p7…
- both still sit there, zero outbound
- oct 20: each fund sends exactly 25,000 through one fresh hop into safetrade's hot wallet. 50k noid
and the big miner:
o189…sv6p59 still won 1,611 of the last 2,901 blocks (55.5%), down from 62% on oct 20. it sweeps to safetrade too
x.com/Checker1crypto…
Conclusion:
🚩As soon as I brought up the topic that no one talks about, the developer immediately blocked me, which speaks volumes. 1m Noida's strange transfers account for 9% of the total supply.
🚩One address mines 55-60% of the entire mining pool; the person in my comments received nothing at all: x.com/Solid_Primal/s…
🚩And mining itself, according to whattomine, is unprofitable:
x.com/Checker1crypto…
Now when you hear "noid new btc" think twice before buying and reread my posts. nfa.dyor.
addresses and blocks in the reply. check it before you trust it
That's all for me.
tl;dr oct 16 both dev funds moved exactly 500,000 noid to fresh addresses, 4 min apart. 1m noid, ~9% of supply
the setup, from parano1d's own economics page:
- 10% of every (O(1) Network Fund + Parano1d Lab)
- thats 2,304 noid each per day, paid every 2,880 blocks
- disclosed, nothing hidden there
what the explorer shows:
- oct 16 13:59 utc: fund A sends 500,000 to o1rv9y…
- oct 16 14:03 utc: fund B sends 500,000 to o1m0p7…
- both still sit there, zero outbound
- oct 20: each fund sends exactly 25,000 through one fresh hop into safetrade's hot wallet. 50k noid
and the big miner:
o189…sv6p59 still won 1,611 of the last 2,901 blocks (55.5%), down from 62% on oct 20. it sweeps to safetrade too
x.com/Checker1crypto…
Conclusion:
🚩As soon as I brought up the topic that no one talks about, the developer immediately blocked me, which speaks volumes. 1m Noida's strange transfers account for 9% of the total supply.
🚩One address mines 55-60% of the entire mining pool; the person in my comments received nothing at all: x.com/Solid_Primal/s…
🚩And mining itself, according to whattomine, is unprofitable:
x.com/Checker1crypto…
Now when you hear "noid new btc" think twice before buying and reread my posts. nfa.dyor.
addresses and blocks in the reply. check it before you trust it
That's all for me.
the $noid dev blocked me
tl;dr every number i posted on parano1d came from his own docs and his own explorer. they all stay up, and you can check each one without him
for context, the last week here:
- v2.1 launchpad vs 46k new noid a day (his economics page)
- empty block ne in 17.6s (his performance page)
- asked for signed wallet hashes so fake wallets are a 10 second check
no leaks, no fud, no price calls. just his tables read out loud
and to be fair to him: devs block for all kinds of reasons, and parano1d's docs are some of the most detailed in this whole niche. thats exactly why i could write those posts
so nothing changes here. if you want to check $noid yourself, 3 pages, no dev needed:
- performance: prove and verify times per block type
- explorer stats: live hashrate, supply, block time
- parameters: 30s blocks, small vs large limits
links in the reply. dont trust me, dont trust him, read the tables
which number do you want me to pull next?
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to put things into perspective and to show how many miners have left mining... Before PoS Etherum was 21.2M a day in emissions and Pearl is 2.4M today.
We all think we are doing great...
We all think we are doing great...
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Matt (iotapi322) ❖ retweeted
DeepSeek V4.1 Flash 1017 on 4× CMP 170HX — open recipe 🛠️⚡
1 user: 296 tok/s structured / 150 prose
8 users: 796 tok/s aggregate
1M context · KV 1.57M tokens
Prefill 1,759 tok/s
189 GiB Engram tables streamed off NVMe
180 W per card
github.com/GNmac-lab/deep…
1 user: 296 tok/s structured / 150 prose
8 users: 796 tok/s aggregate
1M context · KV 1.57M tokens
Prefill 1,759 tok/s
189 GiB Engram tables streamed off NVMe
180 W per card
github.com/GNmac-lab/deep…
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Best thing about AI.... @MiningRabid who couldn't even write a bash script a year ago, now has a bad ass website, his own mining OS and a mining pool...
Super proud of this guy!
Super proud of this guy!
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Matt (iotapi322) ❖ retweeted
We will not host any Blake2B miners for the following reasons:
1. You are mining a fake chain and will probably quit, not pay your bill after 3 months.
2. The entire XBT community is delusional and difficult to work with.
3. I fully understand what XBT is and do not need to be “educated”. I just think you are all retarded.
1. You are mining a fake chain and will probably quit, not pay your bill after 3 months.
2. The entire XBT community is delusional and difficult to work with.
3. I fully understand what XBT is and do not need to be “educated”. I just think you are all retarded.
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Matt (iotapi322) ❖ retweeted
@ashxhart has said he plans to support ampere on Tensorfold and you can be sure I’ll be giving it a go as soon as it’s ready. It has some properties that make it good for AI enabled optimisation, which vllm lacks.
For now, I will continue working on the 170hx vllm fork. I’ve spent the past few days retesting existing optimisations to confirm they all earn their keep after p2p was switched on and the additional SMs were unlocked (hint: no!). I’ve also been moving as much of the code as possible behind vllm plugins so that rebasing to the newest vllm is not such an ordeal (you can guess what my last few days have been spent on).
I’m back on optimising kernels, but think there’s probably little juice left to squeeze out of glm 5.3 flash without targeting some other bottlenecks. The pcie links are a significant bottleneck and I’ll be looking to see what can be done to work around that.
Exl3 kernels are coming along well and I’ll be releasing a first attempt at an optimised qwen 3.8 next flash recipe next week. This will be a 5.05bpw exl3 checkpoint that runs on 2 cards with 1 mil kv capacity.
For now, I will continue working on the 170hx vllm fork. I’ve spent the past few days retesting existing optimisations to confirm they all earn their keep after p2p was switched on and the additional SMs were unlocked (hint: no!). I’ve also been moving as much of the code as possible behind vllm plugins so that rebasing to the newest vllm is not such an ordeal (you can guess what my last few days have been spent on).
I’m back on optimising kernels, but think there’s probably little juice left to squeeze out of glm 5.3 flash without targeting some other bottlenecks. The pcie links are a significant bottleneck and I’ll be looking to see what can be done to work around that.
Exl3 kernels are coming along well and I’ll be releasing a first attempt at an optimised qwen 3.8 next flash recipe next week. This will be a 5.05bpw exl3 checkpoint that runs on 2 cards with 1 mil kv capacity.
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