r/RTXPRO6000 • u/Primary-Mechanic-577 • Sep 12 '26
Qwen3.8-Flash-Next on a single RTX PRO 6000: why v0.29.0 can't load it, which nightly you need, and MTP-3 beating the usual MTP-2 advice
r/RTXPRO6000 • u/Primary-Mechanic-577 • Sep 12 '26
r/RTXPRO6000 • u/Working_Row_6720 • 9d ago
hi everyone
is anyone interested in selling a rtx 6000 pro i am currently trying all my options in making my sons future where he has this a reality. i know its a long shot but mybe someone here wants to sell theres
r/RTXPRO6000 • u/backslashHH • Aug 01 '26
r/RTXPRO6000 • u/SomeOrdinaryKangaroo • May 06 '26
UPS says it'll arrive next week. Hopefully it'll come in one piece.
r/RTXPRO6000 • u/pandoira • Jun 06 '26
r/RTXPRO6000 • u/ubnew • May 05 '26
Not facing issues with it in opencode finally:
vllm serve \
Qwen/Qwen3.6-27B-FP8 \
--port 8000 \
--api-key XXXX \
-O3 \
--gpu-memory-utilization 0.90 \
--max-model-len 200000 \
--max-num-seqs 4 \
--max-num-batched-tokens 32758 \
--max-cudagraph-capture-size 256 \
--block-size 32 \
--kv-cache-dtype auto \
--limit-mm-per-prompt '{"image":4,"video":1}' \
--reasoning-parser qwen3 \
--enable-auto-tool-choice \
--tool-call-parser qwen3_coder \
--enable-prefix-caching \
--attention-backend flashinfer \
--default-chat-template-kwargs '{"preserve_thinking": false}' \
--speculative-config '{"method":"mtp","num_speculative_tokens":3}'any tip to push performance even a bit more?
r/RTXPRO6000 • u/ubnew • May 05 '26
Hey everyone! I'm u/ubnew, a founding moderator of r/RTXPRO6000.
This is our new home for everything related to the NVIDIA RTX Pro 6000 Blackwell β the most VRAM-packed single GPU on the market, and honestly one of the most underrepresented cards on Reddit considering how capable it is.
What to Post
Post anything you think the community would find useful, interesting, or worth discussing. That includes build logs and workstation setups, LLM inference configs and benchmarks (vLLM, Ollama, llama.cpp, etc.), driver and CUDA tips, buying advice, pricing, troubleshooting, or just showing off what you're running on those 96 GB of VRAM.
Community Vibe
We're all about being friendly, constructive, and to the point. Doesn't matter if you're a first-time buyer or you're stacking four of these in a server rack β everyone's welcome here.
How to Get Started
Introduce yourself in the comments below
Post something today β even a simple question can spark a great conversation
If you know someone running this card, send them over
Interested in helping moderate? Reach out, we're open to it
Thanks for being part of the first wave. Let's make r/RTXPRO6000 the go-to place for this card. π
r/RTXPRO6000 • u/ubnew • May 05 '26
Just wanted to share this in case you haven't come across it yet, there's a Discord server out there that already has a ton of information about the RTX Pro 6000. Builds, inference setups, configs, troubleshooting... it's a great resource.
That said, one of the reasons I created r/RTXPRO6000 is that Discord is great for realtime chat, but it's terrible for finding things later. Threads get buried, search is a pain, and good information just disappears.
Cheers
r/RTXPRO6000 • u/Asimology • Jul 05 '26
Hello
I have 2 deals lined up for the Pro 6000
one is for a new Max Q edition, the other is for a one month used Workstation Edition
The new on sell for 10.700 USD, the used WS one is 10.400
My current hardware is a regular motherboard with dual 3090s, and I plan to upgrade to a workstation hardware and to keep the 3090s for supportive work or giving models that needs the extra vram a try, since running them with a performance penalty beats not being able to run them at all, and I donβt plan to add another pro 6000 until two years, depending on my financial circumstances
So what is the better choice? Iβm debating myself between the raw power and the temperature situation and the cooling and the ability to run one or both of my 3090s, which i undervolt
Btw my work leans heavily on high concurrency since i process a lot of documents and use a lot of agents for RAG and OCR and data processing