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Qwen3-4B-Instruct-2507

Alibaba · 4.0B · ctx 256K · Apache 2.0 · HuggingFace

Qwen3-4B-Instruct-2507 (Alibaba) is a 4.0B parameters open-weight model tracked on AI Hashrate. At 8K context we estimate roughly 4.0 GB VRAM for Q4 (weights 2.2 GB + KV 0.8 GB + 1 GB overhead) and 9.8 GB for FP16. About 50 GPUs/accelerators in our catalog fully fit this model at Q4 under that context assumption. Fastest Q4 configs: B200 192GB SXM ≈ 1272.7 tok/s (estimated); MI300X 192GB ≈ 843.2 tok/s (estimated); H200 141GB SXM5 ≈ 763.6 tok/s (estimated); H100 80GB SXM5 ≈ 533.0 tok/s (estimated); Gaudi 3 128GB ≈ 521.2 tok/s (estimated). Use the table below for VRAM fit and tok/s per dollar (list MSRP). Estimates follow memory-bandwidth math; measured rows override when present. See methodology for details. Methodology.

100 hardware configs — sorted by tok/s. Default fit context 8K.

HardwareVRAMQuanttok/sFits?tok/s/$
B200 192GB SXM192Q41272.7 est.Yes0.032
MI300X 192GB192Q4843.2 est.Yes0.056
H200 141GB SXM5141Q4763.6 est.Yes0.022
H100 80GB SXM580Q4533.0 est.Yes0.018
Gaudi 3 128GB128Q4521.2 est.Yes0.042
B200 192GB SXM192FP16350.0 est.Yes0.009
A100 80GB SXM480Q4324.4 est.Yes0.022
RTX 5090 32GB32Q4285.1 est.Yes0.143
MI300X 192GB192FP16231.9 est.Yes0.015
H200 141GB SXM5141FP16210.0 est.Yes0.006
RTX 4090 24GB24Q4160.4 est.Yes0.1
RTX 4090D 24GB (China)24Q4160.4 est.Yes0.1
RTX 3090 Ti 24GB24Q4160.4 est.Yes0.08
RTX 5080 16GB16Q4152.7 est.Yes0.153
RX 7900 XTX 24GB24Q4152.7 est.Yes0.153
RTX 6000 Ada 48GB48Q4152.7 est.Yes0.022
RTX 3090 24GB24Q4148.9 est.Yes0.099
H100 80GB SXM580FP16146.6 est.Yes0.005
Gaudi 3 128GB128FP16143.3 est.Yes0.011
RTX 5070 Ti 16GB16Q4142.5 est.Yes0.19
L40S 48GB48Q4137.5 est.Yes0.017
Mac Studio M3 Ultra 96GB96Q4130.3 est.Yes0.033
Mac Studio M2 Ultra 192GB192Q4127.3 est.Yes0.018
RX 7900 XT 20GB20Q4127.3 est.Yes0.142
RTX A6000 48GB48Q4122.2 est.Yes0.027
RTX 3080 10GB10Q4120.9 est.Yes0.173
RTX 4080 Super 16GB16Q4117.1 est.Yes0.117
RTX 4070 Ti Super 16GB16Q4106.9 est.Yes0.134
RTX 5070 12GB12Q4106.9 est.Yes0.195
RX 9070 16GB16Q4101.8 est.Yes0.185
RX 9070 XT 16GB16Q4101.8 est.Yes0.17
RX 7800 XT 16GB16Q499.3 est.Yes0.199
RTX 3080 10GB10FP1698.9 est.No0.141
RX 7900 GRE 16GB16Q491.6 est.Yes0.167
A100 80GB SXM480FP1689.2 est.Yes0.006
Arc A770 16GB16Q489.1 est.Yes0.255
RTX 4070 Ti 12GB12Q488.1 est.Yes0.11
MacBook Pro M4 Max 128GB128Q486.9 est.Yes0.02
RTX 4070 12GB12Q480.2 est.Yes0.134
RTX 4070 Super 12GB12Q480.2 est.Yes0.134
RTX 5090 32GB32FP1678.4 est.Yes0.039
Arc B580 12GB12Q472.5 est.Yes0.291
RTX 5060 8GB8Q471.3 est.Yes0.238
RTX 5060 Ti 8GB8Q471.3 est.Yes0.188
RTX 5060 Ti 16GB16Q471.3 est.Yes0.166
RTX 3070 8GB8Q471.3 est.Yes0.143
RX 7700 XT 12GB12Q468.7 est.Yes0.153
MacBook Pro M3 Max 128GB128Q463.6 est.Yes0.015
Arc B570 10GB10Q460.5 est.Yes0.276
RTX 3060 12GB12Q457.3 est.Yes0.174
T4 16GB16Q450.9 est.Yes0.025
Arc B570 10GB10FP1649.5 est.No0.226
RTX 4060 Ti 8GB8Q445.8 est.Yes0.115
RTX 4060 Ti 16GB16Q445.8 est.Yes0.092
RX 7600 8GB8Q445.8 est.Yes0.17
RX 7600 XT 16GB16Q445.8 est.Yes0.139
RTX 4090 24GB24FP1644.1 est.Yes0.028
RTX 4090D 24GB (China)24FP1644.1 est.Yes0.028
RTX 3090 Ti 24GB24FP1644.1 est.Yes0.022
Mac mini M4 Pro 64GB64Q443.4 est.Yes0.02
RTX 4060 8GB8Q443.3 est.Yes0.145
RTX 5080 16GB16FP1642.0 est.Yes0.042
RX 7900 XTX 24GB24FP1642.0 est.Yes0.042
RTX 6000 Ada 48GB48FP1642.0 est.Yes0.006
RTX 3090 24GB24FP1640.9 est.Yes0.027
RTX 5070 Ti 16GB16FP1639.2 est.Yes0.052
L40S 48GB48FP1637.8 est.Yes0.005
RTX 5060 8GB8FP1637.3 est.No0.125
RTX 5060 Ti 8GB8FP1637.3 est.No0.098
RTX 3070 8GB8FP1637.3 est.No0.075
Mac Studio M3 Ultra 96GB96FP1635.8 est.Yes0.009
Mac Studio M2 Ultra 192GB192FP1635.0 est.Yes0.005
RX 7900 XT 20GB20FP1635.0 est.Yes0.039
RTX A6000 48GB48FP1633.6 est.Yes0.007
RTX 4080 Super 16GB16FP1632.2 est.Yes0.032
RTX 4070 Ti Super 16GB16FP1629.4 est.Yes0.037
RTX 5070 12GB12FP1629.4 est.Yes0.054
RX 9070 16GB16FP1628.0 est.Yes0.051
RX 9070 XT 16GB16FP1628.0 est.Yes0.047
RX 7800 XT 16GB16FP1627.3 est.Yes0.055
RX 7900 GRE 16GB16FP1625.2 est.Yes0.046
Arc A770 16GB16FP1624.5 est.Yes0.07
RTX 4070 Ti 12GB12FP1624.2 est.Yes0.03
RTX 4060 Ti 8GB8FP1624.0 est.No0.06
RX 7600 8GB8FP1624.0 est.No0.089
MacBook Pro M4 Max 128GB128FP1623.9 est.Yes0.005
RTX 4060 8GB8FP1622.7 est.No0.076
RTX 4070 12GB12FP1622.0 est.Yes0.037
RTX 4070 Super 12GB12FP1622.0 est.Yes0.037
Arc B580 12GB12FP1619.9 est.Yes0.08
RTX 5060 Ti 16GB16FP1619.6 est.Yes0.046
Mac mini M4 32GB32Q419.1 est.Yes0.019
RX 7700 XT 12GB12FP1618.9 est.Yes0.042
MacBook Pro M3 Max 128GB128FP1617.5 est.Yes0.004
RTX 3060 12GB12FP1615.7 est.Yes0.048
T4 16GB16FP1614.0 est.Yes0.007
RTX 4060 Ti 16GB16FP1612.6 est.Yes0.025
RX 7600 XT 16GB16FP1612.6 est.Yes0.038
Mac mini M4 Pro 64GB64FP1611.9 est.Yes0.005
Mac mini M4 32GB32FP165.2 est.Yes0.005