OpenBMB · openbmb/minicpm-v-4-6
| Provider | OpenBMB |
|---|---|
| Family | minicpm |
| Type | vlm |
| Status | active |
| Released | 2026-04-13 |
| Updated | 2026-08-17 |
| Parameters | 1.3B |
| Open weights | yes |
Ordered by predicted speed. Bandwidth sets decode rate; memory decides whether it runs at all.
| Device | Memory | Bandwidth | Best quality | Weights | tok/s | Fastest |
|---|---|---|---|---|---|---|
| Cerebras WSE-3 | 44.0 GB | 21000000.0 GB/s | bf16 | 2.6 GB | ~5651985.3 | ~22607941.1 q4 |
| NVIDIA GB200 Grace Blackwell Superchip | 372.0 GB | 16000.0 GB/s | bf16 | 2.6 GB | ~4306.3 | ~17225.1 q4 |
| AMD Instinct MI355X | 288.0 GB | 8000.0 GB/s | bf16 | 2.6 GB | ~2153.1 | ~8612.5 q4 |
| NVIDIA B200 | 180.0 GB | 7700.0 GB/s | bf16 | 2.6 GB | ~2072.4 | ~8289.6 q4 |
| Google TPU7x (Ironwood) | 192.0 GB | 7380.0 GB/s | bf16 | 2.6 GB | ~1986.3 | ~7945.1 q4 |
| AMD Instinct MI325X | 256.0 GB | 6000.0 GB/s | bf16 | 2.6 GB | ~1614.9 | ~6459.4 q4 |
| AMD Instinct MI300X | 192.0 GB | 5300.0 GB/s | bf16 | 2.6 GB | ~1426.5 | ~5705.8 q4 |
| NVIDIA H200 SXM | 141.0 GB | 4800.0 GB/s | bf16 | 2.6 GB | ~1291.9 | ~5167.5 q4 |
| NVIDIA H100 NVL | 94.0 GB | 3900.0 GB/s | bf16 | 2.6 GB | ~1049.7 | ~4198.6 q4 |
| NVIDIA H100 SXM | 80.0 GB | 3350.0 GB/s | bf16 | 2.6 GB | ~901.6 | ~3606.5 q4 |
| AMD Instinct MI250X | 128.0 GB | 3200.0 GB/s | bf16 | 2.6 GB | ~861.3 | ~3445.0 q4 |
| Google TPU v5p | 95.0 GB | 2765.0 GB/s | bf16 | 2.6 GB | ~744.2 | ~2976.7 q4 |
| NVIDIA A100 80GB SXM | 80.0 GB | 2039.0 GB/s | bf16 | 2.6 GB | ~548.8 | ~2195.1 q4 |
| NVIDIA H100 PCIe | 80.0 GB | 2000.0 GB/s | bf16 | 2.6 GB | ~538.3 | ~2153.1 q4 |
| NVIDIA GeForce RTX 5090 | 32.0 GB | 1792.0 GB/s | bf16 | 2.6 GB | ~482.3 | ~1929.2 q4 |
| Google TPU v6e (Trillium) | 32.0 GB | 1638.0 GB/s | bf16 | 2.6 GB | ~440.9 | ~1763.4 q4 |
| AMD Instinct MI210 | 64.0 GB | 1600.0 GB/s | bf16 | 2.6 GB | ~430.6 | ~1722.5 q4 |
| NVIDIA A100 40GB SXM | 40.0 GB | 1555.0 GB/s | bf16 | 2.6 GB | ~418.5 | ~1674.1 q4 |
| Google TPU v4 | 32.0 GB | 1200.0 GB/s | bf16 | 2.6 GB | ~323.0 | ~1291.9 q4 |
| NVIDIA GeForce RTX 4090 | 24.0 GB | 1008.0 GB/s | bf16 | 2.6 GB | ~271.3 | ~1085.2 q4 |
| AMD Radeon RX 7900 XTX | 24.0 GB | 960.0 GB/s | bf16 | 2.6 GB | ~258.4 | ~1033.5 q4 |
| NVIDIA GeForce RTX 5080 | 16.0 GB | 960.0 GB/s | bf16 | 2.6 GB | ~258.4 | ~1033.5 q4 |
| NVIDIA GeForce RTX 3090 | 24.0 GB | 936.0 GB/s | bf16 | 2.6 GB | ~251.9 | ~1007.7 q4 |
| NVIDIA L40S | 48.0 GB | 864.0 GB/s | bf16 | 2.6 GB | ~232.5 | ~930.2 q4 |
| Apple M3 Ultra | 512.0 GB | 819.0 GB/s | bf16 | 2.6 GB | ~220.4 | ~881.7 q4 |
| AMD Radeon RX 7900 XT | 20.0 GB | 800.0 GB/s | bf16 | 2.6 GB | ~215.3 | ~861.3 q4 |
| Apple M2 Ultra | 192.0 GB | 800.0 GB/s | bf16 | 2.6 GB | ~215.3 | ~861.3 q4 |
| Google TPU v5e | 16.0 GB | 800.0 GB/s | bf16 | 2.6 GB | ~215.3 | ~861.3 q4 |
| NVIDIA GeForce RTX 4080 SUPER | 16.0 GB | 736.0 GB/s | bf16 | 2.6 GB | ~198.1 | ~792.4 q4 |
| NVIDIA GeForce RTX 4070 Ti SUPER | 16.0 GB | 672.0 GB/s | bf16 | 2.6 GB | ~180.9 | ~723.5 q4 |
| AMD Radeon RX 9070 XT | 16.0 GB | 640.0 GB/s | bf16 | 2.6 GB | ~172.3 | ~689.0 q4 |
| Apple M4 Max | 128.0 GB | 546.0 GB/s | bf16 | 2.6 GB | ~147.0 | ~587.8 q4 |
| Apple M1 Max | 64.0 GB | 400.0 GB/s | bf16 | 2.6 GB | ~107.7 | ~430.6 q4 |
| Apple M2 Max | 96.0 GB | 400.0 GB/s | bf16 | 2.6 GB | ~107.7 | ~430.6 q4 |
| Apple M3 Max | 128.0 GB | 400.0 GB/s | bf16 | 2.6 GB | ~107.7 | ~430.6 q4 |
| NVIDIA GeForce RTX 3060 12GB | 12.0 GB | 360.0 GB/s | bf16 | 2.6 GB | ~96.9 | ~387.6 q4 |
| NVIDIA L4 | 24.0 GB | 300.0 GB/s | bf16 | 2.6 GB | ~80.7 | ~323.0 q4 |
| NVIDIA GeForce RTX 4060 Ti 16GB | 16.0 GB | 288.0 GB/s | bf16 | 2.6 GB | ~77.5 | ~310.1 q4 |
| Apple M4 Pro | 64.0 GB | 273.0 GB/s | bf16 | 2.6 GB | ~73.5 | ~293.9 q4 |
| Apple M4 | 32.0 GB | 120.0 GB/s | bf16 | 2.6 GB | ~32.3 | ~129.2 q4 |
Taken from the card's availability section.
| Platform | Id on that platform |
|---|---|
| Hugging Face | openbmb/MiniCPM-V-4.6 |
| Benchmark | Evaluated as | Score | Evidence date | Source kind | |
|---|---|---|---|---|---|
| aa_lcr | MiniCPM-V 4.6 1.3B | 7.0% | 2026-09-10 evaluated | independent evaluator | source |
| critpt | MiniCPM-V 4.6 1.3B | 0.0% | 2026-09-10 evaluated | independent evaluator | source |
| gdpval_aa | MiniCPM-V 4.6 1.3B | 0.0% | 2026-09-10 evaluated | independent evaluator | source |
| gpqa_diamond | MiniCPM-V 4.6 1.3B | 30.51% | 2026-09-10 evaluated | independent evaluator | source |
This card reports no benchmark scores yet.
| Benchmark | Catalogue standing | Score |
|---|