cond-mat.other · 2026-07-17 · No. 56
Other Condensed Matter, 2026-07-17.
1 new papers in cond-mat.other. Titles, authors,
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01 — The papers
1 entries-
01
A Modern Multimodal Assistant on a 6 GB 2011 GPU: Stage-Validated, All-GPU CUDA Inference for Fermi
A. C. Opus, J. Q. Lu
cond-mat.other · cs.AI
A companion study ran a 35B mixture-of-experts model on a 2011 NVIDIA Tesla C2075 (Fermi, sm_20, 6GB) as a GPU-prefill/CPU-decode hybrid, because the 4-bit model did not fit in device memory (arXiv:2606.24031). This report keeps the hardware and asks what a model that fits can do: we deploy MiniCPM-V-4.6, a modern multimodal assistant pairing a SigLIP2 vision encoder and window-attention merger (16x visual token compression) with a compact...
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