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witcheer/windows-rtx-4060ti-8gb-moe-offload-bench-2026-05

RTX 4060 Ti 8GB — Multi-Model Benchmark (2026-05) practitioner benchmarks on consumer hardware (8GB VRAM, 32GB RAM). 10 models tested, covering MoE expert offload, hybrid SSM architectures, dense models, MLA, dense partial GPU offload, and the 1B speed ceiling. all runs on the same physical rig, same methodology. current leaderboard (decode tok/s at sweet spot) model active params GGUF size sweet spot tok/s quality (6 tests) architecture Llama 3.2 1B… See the full description on the dataset page: https://huggingface.co/datasets/witcheer/windows-rtx-4060ti-8gb-moe-offload-bench-2026-05.

Author / organizationwitcheer
License (as declared)cc-by-4.0
Downloads225 (as reported by Hugging Face)
Likes3
Created6 May 2026
Last updated at source21 May 2026
benchmarklocal-llmmixture-of-expertsconsumer-hardwarellama-cpp
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  • 17 Oct 2026 Description: RTX 4060 Ti 8GB — Multi-Model Benchmark (2026-05) practitioner benchmarks on consumer hardware (8GB VRAM, 32GB RAM). 10 models tested, covering MoE expert offload, hybrid SSM architectures, dense models, MLA, dense partial GPU offload, and → RTX 4060 Ti 8GB — Multi-Model Benchmark (2026-05) practitioner benchmarks on consumer hardware (8GB VRAM, 32GB RAM). 10 models tested, covering MoE expert offload, hybrid SSM architectures, dense models, MLA, dense partial GPU offload, and

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