AINewsnow

Prefill/decode throughput for 8 video VLMs on one 3090: 745–4,737 tok/s prefill, 13.8–139.3 decode

This is not a benchmark in any real sense, but can be seen as an anecdotal reference I have been taking part in a NIST/TREC submission for visual Q&A. There are two tasks. Task 1(AG): Given a video and a prompt query, respond back with ten textual answers ( in the form of a ranked list ) Task 2(MC)…

Read the full story at r/LocalLLM ↗

Timeline · 1 report

  1. 2026-09-19 13:35 · r/LocalLLM
    Prefill/decode throughput for 8 video VLMs on one 3090: 745–4,737 tok/s prefill, 13.8–139.3 decode

More stories

  1. Introducing Kimi K3 on Amazon Bedrock — AWS Machine Learning Blog
  2. Introducing Amazon SageMaker HyperPod Inference Gateway — AWS Machine Learning Blog
  3. Anthropic, OpenAI, SpaceXAI, Google sued over call to ‘pace’ AI development — Politico Technology
  4. Gemini Hacked Three Companies in First Known Breakout by Google’s AI — Wall Street Journal Technology
  5. Alibaba ships Qwen3.8-Omni-Flash to watch, listen and call tools — r/LocalLLM
  6. NVIDIA CEO Jensen Huang rejects ‘AI will end the world’ claim, yet cautions ‘we should go as fast as we can but...’ — Mint AI
  7. Meet the Data Agent in ChatGPT Work — OpenAI YouTube
  8. AI hallucination of Chinese nuclear components almost led to US military attack — Ars Technica AI

Get the daily brief of stories like this at 6:30 every morning →