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Hy-MT2-30B-A3B

Hunyuan family · 30.0B params

1recorded run
61.4best tok/s
1verified

Evidence: 1 sourced run · 1 independent source · first recorded Sep 4, 2026. What these labels mean.

What the Hy-MT2-30B-A3B numbers mean

The fastest verified result on our board is 61.4 output tok/s on an CMP 170HX x2 at FP8 with a 32768-token context. That is about 16.3 ms per generated token — 500 tokens takes roughly 8.1 seconds. Prompt processing on the same record runs at 1957.4 tok/s, so a 2,000-token prompt is read in about 1.0 seconds. Peak VRAM was measured at 115.5 GB.

How much VRAM does Hy-MT2-30B-A3B need?

Hy-MT2-30B-A3B has 30.0B parameters. These estimates use the same formula as the VRAM calculator: weights, plus about 15% for a moderate-context KV cache and runtime overhead, plus a small engine floor.

QuantisationEstimated VRAMSmallest card that fits
Q4_K_M (4-bit)20.2 GB24 GB
Q8_0 (8-bit)37.5 GB48 GB
FP16 (16-bit)69.8 GB96 GB

Long contexts and large batches raise the real number — read the smallest card as "possible with a reduced context". Measured throughput is on the benchmark board.

Fastest GPUs for this model (best tok/s)
  1. CMP 170HX x261.4

Models with a similar footprint

ModelParamsQ4_K_M weights
Muse-Glimmer-30B30B16.9 GB
Nemotron-3-Nano-Omni-30B-A3B-Reasoning30B16.9 GB
North-Mini-Code-1.030B16.9 GB
Qwen3-Coder-30B-A3B-Instruct30B16.9 GB
granite-4.2-30b29B16.3 GB
QUEST-30B-RL-B70-Turbo31B17.4 GB

Ranked by distance from Hy-MT2-30B-A3B's parameter count. Full benchmark board.

All benchmarks Methodology

GPUModelQuantBackendCtx tok/sprompt tok/sVRAM GBSource
CMP 170HX x2 · 64 GBHy-MT2-30B-A3BFP8vllm 0.28.03276861.4 ✓1957.4115.5src
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