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granite-4.2-8b

Llama family · 8.0B params

1recorded run
52.5best tok/s
1verified

Evidence: 1 sourced run · 1 independent source · first recorded Aug 25, 2026. What these labels mean.

What the granite-4.2-8b numbers mean

The fastest verified result on our board is 52.5 output tok/s on an RTX 3060 at Q5_K_M with a 4096-token context. That is about 19.0 ms per generated token — 500 tokens takes roughly 9.5 seconds. Prompt processing on the same record runs at 1708.0 tok/s, so a 2,000-token prompt is read in about 1.2 seconds. Peak VRAM was measured at 6.6 GB.

How much VRAM does granite-4.2-8b need?

granite-4.2-8b has 8.0B 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)6.0 GB8 GB
Q8_0 (8-bit)10.6 GB16 GB
FP16 (16-bit)19.2 GB24 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. RTX 306052.5

Models with a similar footprint

ModelParamsQ4_K_M weights
AceReason-Nemotron-1.1-7B8B4.5 GB
DeepSeek-R1-0528-Qwen3-8B8B4.5 GB
DeepSeek-R1-Distill-Qwen-7B8B4.5 GB
gemma-4-E4B-it8B4.5 GB
InternVL3-8B8B4.5 GB
LFM2-8B-A1B8B4.5 GB

Ranked by distance from granite-4.2-8b's parameter count. Full benchmark board.

All benchmarks Methodology

GPUModelQuantBackendCtx tok/sprompt tok/sVRAM GBSource
RTX 3060 · 12 GBgranite-4.2-8bQ5_K_Mllama.cpp 0.1.2-dev (build 197, commit b062ba7…409652.5 ✓1708.06.6src
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