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  local video generation really usable yet for Mistral
Posted by: paperrunner - 10-18-2026, 10:13 PM - Forum: Quality / Reliability Testing - Replies (6)

that fixed it for me too. At this point the real bottleneck is my patience.

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  Blackwell deployment chatter with vLLM
Posted by: dockember - 10-18-2026, 10:01 PM - Forum: NVIDIA / CUDA - No Replies

Thought I'd post a small recipe because a lot of threads ask similar things.

Just sharing a setup that ended up working reasonably well: Qwen, TensorRT-LLM, A6000, with a lot of attention on batch size.

If someone wants the exact settings I can clean them up and post them.

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  prefix caching on repeated workflows with TensorRT-LLM
Posted by: cacheline - 10-18-2026, 09:59 PM - Forum: Context / KV Cache - Replies (11)

Not sure I agree there. I wouldn't optimize around that first. On my side the bigger swing came from the runtime and not the model. Not saying you're wrong, just that I wouldn't lock that in as the lesson yet.

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  frankenmerges anyone kept using
Posted by: sparrowcraft - 10-18-2026, 09:57 PM - Forum: MCP / APIs / Tool Calling - No Replies

Spent some time on this today and wanted to compare notes.

I've gone back and forth between llama.cpp and TensorRT-LLM for FLUX. The interesting difference for me has been tail latency.

Interested in tradeoffs more than fan loyalty.

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  prefill bottlenecks on longer prompts on A6000
Posted by: labline - 10-18-2026, 09:23 PM - Forum: Other Engines - Replies (5)

Quote:subscribed, curious where this lands.

A couple questions before I guess too hard. Do you see the same thing with a smaller batch or shorter prompt?

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  comparing models without fooling yourself on GB200
Posted by: deltastation - 10-18-2026, 09:21 PM - Forum: Benchmarks - Replies (13)

I tested this tonight. The issue went away once I changed one setting and restarted the stack cleanly.

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  human evals on small teams for Phi
Posted by: vectorcrate98 - 10-18-2026, 09:09 PM - Forum: Evals - Replies (11)

I tested this tonight. The issue went away once I changed one setting and restarted the stack cleanly.

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  quant choices for 70B local
Posted by: paperrunner - 10-18-2026, 08:44 PM - Forum: Quantization - Replies (14)

Appreciate the detail. I ended up in about the same place using Ollama. I got better results once I stopped chasing one metric and just looked at whether the workflow felt usable.

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  ROCm version that finally behaves: anyone testing this?
Posted by: rocmmixer - 10-18-2026, 08:16 PM - Forum: AMD / ROCm - Replies (12)

Good point. I ended up in about the same place using PyTorch. Worth rechecking your defaults though, because one bad assumption can make the rest of the thread look confusing.

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  when a plain Python stack is enough
Posted by: cudacrate - 10-18-2026, 07:18 PM - Forum: PyTorch / JAX / Other Frameworks - Replies (6)

Posting this in case it saves someone else a little time.

I'm helping a small team set up a local workflow. We don't need a giant stack, but we do care about reranking.

I'm especially interested in mistakes worth avoiding.

I care more about stability than squeezing the last possible tokens/sec out of it.

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