Ryan retweeted
Theo T3 is getting DESPERATE.
he paid this guy to run v2 of his benchmark
after Cloudroom ranked higher than T3 Code on the v1
because the v1 eval went viral, with over 60k views
so Theo told him to *hide* Cloudroom in the v2 fully
what a joke
Readers added context they thought people might want to know
Zakra the creator of the tier list stated that Theo did not tell him to hide Cloudroom and encouraged 100% transparency. Cloudroom is still in early access and was not included in the v2 preview but will be tested with the same tests as the other tools.
x.com/zqkrq/status/2…
x.com/theo/status/21…
Ryan retweeted
Muse Spark Open -- weights releasing today -- runs great on new Mac Studios thanks to work with @johnternus and Apple.
I retrofit Qwen3.8-27B with MLA. 2x KV cache compression (4x with FP8 KV). It performs 6.5% better than base Qwen on SWE-bench Verified, while using ~20% fewer reasoning tokens. I also made a variant with grouped latents for TP=2 serving!
huggingface.co/collections/T…
Ryan retweeted
Im glad you are benefiting from the hard work of others who chose open source it, thats great.
The issue is taking the work of others, acting like its your own. Which they did until called out repeatedly, this included not crediting on github and byte for byte reuploading peoples models on huggingface.
OSS is largely fruitless, the only thing most people get is the traffic and thanks from people who benefit from it like yourself.
To deprive the people who gave time, money, and effort to produce the stuff of the bare minimum is certainly a look…
AI has made learning and doing anything you can think of substantially easier and I dont buy anyone saying “i didnt know” you shouldnt take and not credit…
i couldn't leave it alone
on monday i released the fastest vllm setup for deepseek v4.1 on 2x dgx sparks
> 141 tok/s on structured
> 103 on code
> full 256k context
v1.1 made prefill 18% faster, about 2,090 tok/s, and a 255k token prompt that used to take 183 seconds before the first token now takes 160, so long sessions feel a lot better than what i first shipped
the weights have 114 downloads since monday, that's the counter in the screenshot, and i keep coming back to it myself
the recipe and the weights are in the reply, go try it on your sparks and tell me how it runs
i should have posted this a long time ago
hey, i'm sudo, and if you own a gpu and want to get your hands dirty with local ai, follow along
i run hands on experiments with local models on every tier of hardware, 8gb, 12gb, 16gb, 24gb, 32gb, 64gb, 128gb, all the way up to 256gb and climbing, and i've been in the local ai space for a while now
i also drop recommendations for the uncensored models and the weird ones, odd models and odd setups, so you can experiment and actually understand what's happening on your own hardware
my goal is to get as many normal people as possible started in local ai, and give them a taste of what owning your thinking feels like on your own metal
so if this moves something in you, listen to it, tell me in the comments what you want to see and i'll do my best to get you the answer, and if i can't, someone else will, the people in local ai are the most helpful crowd i've ever seen
Ryan retweeted
The last thing that sent me back to macOS is gone.
iPhone apps signed on Linux now get push notifications, Sign in with Apple and universal links in my newest apple-dev release.
No macOS. No Xcode.
Open source, built for @omarchy:
github.com/joshuaswarren/oma…
When will Anthropic and OpenAI start having guardrails on conversations about local SI and training open weight models?
I hate to be a doomer, but I think it happens sooner rather than later.
Ryan retweeted
Runescape Bench result - Gemini 4 Argon is legit!
Very similar to Astra in performance, at a Sol price.
Ryan retweeted
You removed the refusals. Did you check what else came with the model?
Safety matters just as much when you run abliterated AI. Choosing fewer refusals still means taking responsibility for the files, templates and code you bring onto your machine.
This is why @ExileAI_0's model audit deserves attention.
It inspects GGUF and safetensors artifacts for known suspicious chat-template patterns, structural inconsistencies and checksum mismatches. It can flag scripts shipped alongside a model, check hashes against a pinned Hugging Face revision, and create per-tensor fingerprints for comparison with a trusted baseline.
The example that stuck with me: replace a chat template, leave the weights unchanged, and the audit raises a critical finding. The instructions surrounding a model deserve scrutiny too.
What makes this repo especially valuable is its honesty: matching hashes establish consistency with a reference. They cannot prove the weights are benign. The reports explain what was checked and what remains unknown, in plain language.
That is the kind of practical security work the local AI community needs more of. More freedom should come with better verification.
Big credit to @ExileAI_0 for building this. If you download, quantize or share models, give it a look.
github.com/ExileAI/model-aud…
Ryan retweeted
Replying to @TechMDAI
Not yet.
Everyone said memory speed was the only thing that mattered so it would 6x faster than the sparks.
It's not even close.
It's a absolutely wonderful machine and it's a good value, but it's not the magic machine that everyone said it would crush the spark.
Ryan retweeted
HERMES CAN NOW CONTROL YOUR PHONE. 🤯📱🔥
A new Phone Harness plugin gives Hermes the ability to actually operate an iPhone or Android.
We're talking real phone control:
• See what's on the screen
• Open apps and navigate menus
• Tap, swipe, scroll, and type
• Read the results and continue working
• Handle multi-step tasks inside mobile apps
And here's what makes this so interesting...
Hermes doesn't need a dedicated API integration for every app. It can interact with the same interface you use.
Supports iPhone through Mac mirroring, Android through ADB, and cloud phones.
Think about how many new workflows this opens up for Hermes.
Repo + setup in the first reply. 🔥
@phone_harness
Anyone going to this in Austin, TX on the 29th? Looks like registration closed.
If you are, please reach out. Let’s network!
Coming soon to a city near you: AMD AI DevDay World Tour. 🌏 🌍 🌎
AI developers can build, optimize, and get ROCm certified, all in one day.
See where DevDay is headed next: amd.cventevents.com/event/8c…




























