Max Headroom

@LenSeaside @LottoLabs So I did some digging instead.

@CosmicMonad @LottoLabs I was trying to let you know that there were known tool calling problems with Gemma 4 until the release of a new Jinja a few days ago. You seem to have come here for an argument...

This seems like it might be the best local model of the Gemma family Maybe better than qwen 27b? huggingface.co/Jiunsong/Super…

@LenSeaside @LottoLabs Do you have benchmarks after jinga fix to show it can reliably call tools? I haven't seen anything that isn't from google itself.

@ioannadenisova4 Таблеточку этодругина вам, тут все говорят на своих языках, а не на одном :ь

Кстати, господа вавилоняне, напоминаю что во всех писаниях было указано, что перед приходом антихриста и концом всего живого, все люди снова начнут говорить на одном языке.

@theisraelguys According to one interpretation of a couple of religions out of tens of thousands. Quit using your faiths to justify violence against one another.

This might sound controversial.... but God is with Israel

@loktar00 @SIGKITTEN 🤣😂😅

@SIGKITTEN 🤣

omg they nerfed opus 4.7

@sudoingX 46tk/s, 1700 prefill. Qwen3.5-27b-fp8. 3090x2, 9950x, x870e, 64gb@6000.

if you own any gpu and you're running local models drop your tok/s, quant, flags, and gpu below. nvidia, amd, laptop, desktop, doesn't matter. every config you share saves someone else 3 hours of head scratching. i'll amplify the best ones and add them to the community benchmark sheet. this is how we build the local ai knowledge base, together

180 tok/s generation on a 4090 with qwen 3.6. if you're on a 4090 and not running this model yet you're leaving performance on the table. 3B active params at that speed is insane for agentic coding. thanks for the data @ErdalToprak, adding this to the comparison sheet

@lucaa_wav @mull3r_1 It's only incredible because of a massive dehumanization and deception campaign waged by various NGOs against Russians. Literally hundreds of billions were poured into conditioning people to think Russians are not human. Barely makes sense in modern world.

@mull3r_1 Incrível como os comentários mais sensatos sao dos russos

Com essa treta toda, descobri que os russos são legais

@GabeZZOZZ What an evil duplicitous ass.

Right after Zelensky announced that all military-age Ukrainian men must return to Ukraine for mobilization 🤣

@droidbuilds diff is 8

most people get this wrong what’s the difference between 100 MB/s and 100 Mb/s?

@LenSeaside @LottoLabs I am. You don't understand how tool calling works, are you sure you want to keep adding to this discussion?

@CosmicMonad @LottoLabs I assumed you would be trying to get the best out of it.

@x0ptimal @bnjmn_marie I haven't really used the MoE qwen3.5 offerings, because the dense works so well. Glad they are also functional!

@CosmicMonad @bnjmn_marie Can agree from experience. Its straight dog water when it comes to tool calling. Been running qwen3.5 35b and it just works perfectly 👌

I published my full analysis comparing Gemma 4 31B vs Qwen3.5 27B. > Best accuracy: Gemma 4 31B > Best token efficiency: Gemma 4 31B > Best raw inference throughput: Qwen3.5 27B > Best memory footprint: Qwen3.5 27B > Best end-to-end latency: task-dependent, with Gemma 4 slightly ahead on harder tasks and Qwen3.5 ahead on simpler ones > Best “fast” mode: Gemma 4 31B with thinking disabled > Best generalization / least benchmark affinity: Gemma 4 31B All the results and data here: kaitchup.substack.com/p/gemma-4-31b-…

its crazy how nobody talks about the epstein files anymore

@venusanbacchus Why does this graph only go to 130?

i got an iq test done and then i saw a graph like this a few months later and stopped caring

@Logically_JC Every 4 years literally half the country stands against the current president, and gets its way roughly 50% of the time. Not that it matters to the epstein class, they run both candidates who answer to them.

Yes, you can.

@EvanAKilgore What, just now he does? Seriously?

HOLY SH*T: Marjorie Taylor Greene just revealed her kids received serious death threats after Trump called her a "traitor." She reached out to Trump directly. President Trump criticized her and said it's het fault if her son gets killed. Bro... Donald Trump sounds evil now.

Dense please sirs?

@__alula I hate gnome fuckers, what a festering cloaca of useless shit.

GNOME FOR FUCKS SAKE WHY

@InnoboSJ @Teknium @TheRealMarcosV Yea it does :)

@Teknium @TheRealMarcosV Qwen 27B doesn't support vision I don't believe, but the 4B and 9B variants do.

Qwen 27B seems to be Twitter's choice for better local model than Gemma-4

@Teknium @TheRealMarcosV Wat? qwen3.5-27b *IS* a vision model... And it works in hermes just fine.

@TheRealMarcosV You need to set a vision model (I dont think qwen has vision)

@Alibaba_Qwen Awesome!! Thank you Qwen team! Hope very much Qwen3.6-27B is also coming soon!! You guys are awesome!

⚡ Meet Qwen3.6-35B-A3B：Now Open-Source！🚀🚀 A sparse MoE model, 35B total params, 3B active. Apache 2.0 license. 🔥 Agentic coding on par with models 10x its active size 📷 Strong multimodal perception and reasoning ability 🧠 Multimodal thinking + non-thinking modes Efficient. Powerful. Versatile. Try it now👇 Blog：qwen.ai/blog?id=qwen3.… Qwen Studio：chat.qwen.ai HuggingFace：huggingface.co/Qwen/Qwen3.6-3… ModelScope：modelscope.cn/models/Qwen/Qw… API（‘Qwen3.6-Flash’ on Model Studio）：Coming soon～ Stay tuned