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arena is A/B comparisons in short form chat which tends to favor things such as style, brevity, and formatting. it also doesn't test multi-turn tool call performance, error recovery, or planning which are important for coding.
oof, come on Nous who is doing your marketing, I literally cannot tell what the new feature is from this post. It seems like they've added the ability for the main session to chat with the sub-sessions? That's a good feature - it prevents main session context from getting poisoned with failed...
There is something reassuring about being able to run frontier models at home even if it makes no financial sense. To achieve this, we describe two configurations capable of serving GLM-5.2/5.3 in a modest (sub-$20K) budget that fit in 220V 50A residential service. The goal was to achieve...
What is it?
The Arc Pro B50 is a unique bus-powered low profile card with 16 GB of VRAM. It is very slow:
85 TFLOPS bf16 XMX throughput, 170 TOPS int8 XMX throughput
224 GB / sec of memory bandwidth
However, "slow" is relative - the B50 has more throughput and bandwidth than a $5000...
Doing things a bit differently:
- Client hardware + models: stuff which runs on your existing gaming rig or something that looks like one. Good idle, OK cost, and the computer still usable for other things. All the Qwen-27B people will wind up here
- Datacenter hardware + models: stuff which...
if it is anything like the nvidia stuff figure max power during prefill for a couple minutes at a time, 80w during decode, and max power generating images/videos
the static pressure drop across the server cards is insane. have Claude code you up something that does full-RAM-sized bf16 GEMMs or spin up ComfyUI and have it generate some long videos with Minimax-H3 and keep an eye on the HBM temps as you tune cooling, that is a $4000 card so I'd err on the...
I just spent all Saturday chasing a 1-in-a-million ghost serving GLM-5.2 on my new 640 GB system (10x bootleg A100) and let me tell you, I've never hated computers this much...
As for actual system specs, see sig.
what's the goal here? collectibles or building a working rig? it sounds like you want the original packaging out of a Rampage or Extreme11; that's gonna be really hard to come by ten years in lol. arguably the box is worth more than the motherboard itself now, because I can't imagine anyone...
Because 4090's are made on the same process node as 5090's. If they kept making 4090's, they'd be throwing away $500 for every one they made.
Also, let me know where you're finding $2200 5090's because I'd like to buy a few :)
This is hilarious Nvidia shilling. DeepSeek's capex into the hardware they used for training was a lot of money, but the actual GPU hours they burned in training this specific model was only a few million dollars, as calculated against current cloud pricing (it's actually less if you only count...
Blackwell's success will be predicated on whether neural rendering actually works for gaming. I can speak from experience as an engineer in the field that the general technique is real and should be taken seriously - basically, the idea is rather than waiting for frames 5 and 6 and then using...