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Qwen3-0.6B

Alibaba · 0.8B · ctx 40K · apache-2.0 · HuggingFace

Qwen3-0.6B (Alibaba) is a 0.8B parameters open-weight model tracked on AI Hashrate. At 8K context we estimate roughly 1.6 GB VRAM for Q4 (weights 0.44 GB + KV 0.16 GB + 1 GB overhead) and 2.76 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 ≈ 5000 tok/s (estimated); MI300X 192GB ≈ 4215.9 tok/s (estimated); H200 141GB SXM5 ≈ 3818.2 tok/s (estimated); H100 80GB SXM5 ≈ 2664.8 tok/s (estimated); Gaudi 3 128GB ≈ 2605.9 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 SXM192Q45000 est.Yes0.125
MI300X 192GB192Q44215.9 est.Yes0.281
H200 141GB SXM5141Q43818.2 est.Yes0.109
H100 80GB SXM580Q42664.8 est.Yes0.089
Gaudi 3 128GB128Q42605.9 est.Yes0.208
B200 192GB SXM192FP161750.0 est.Yes0.044
A100 80GB SXM480Q41621.9 est.Yes0.108
RTX 5090 32GB32Q41425.5 est.Yes0.713
MI300X 192GB192FP161159.4 est.Yes0.077
H200 141GB SXM5141FP161050.0 est.Yes0.03
RTX 4090 24GB24Q4801.8 est.Yes0.501
RTX 4090D 24GB (China)24Q4801.8 est.Yes0.501
RTX 3090 Ti 24GB24Q4801.8 est.Yes0.401
RTX 5080 16GB16Q4763.6 est.Yes0.764
RX 7900 XTX 24GB24Q4763.6 est.Yes0.764
RTX 6000 Ada 48GB48Q4763.6 est.Yes0.112
RTX 3090 24GB24Q4744.5 est.Yes0.497
H100 80GB SXM580FP16732.8 est.Yes0.024
Gaudi 3 128GB128FP16716.6 est.Yes0.057
RTX 5070 Ti 16GB16Q4712.7 est.Yes0.952
L40S 48GB48Q4687.3 est.Yes0.086
Mac Studio M3 Ultra 96GB96Q4651.5 est.Yes0.163
Mac Studio M2 Ultra 192GB192Q4636.4 est.Yes0.091
RX 7900 XT 20GB20Q4636.4 est.Yes0.708
RTX A6000 48GB48Q4610.9 est.Yes0.136
RTX 3080 10GB10Q4604.5 est.Yes0.865
RTX 4080 Super 16GB16Q4585.5 est.Yes0.586
RTX 4070 Ti Super 16GB16Q4534.5 est.Yes0.669
RTX 5070 12GB12Q4534.5 est.Yes0.974
RX 9070 16GB16Q4509.1 est.Yes0.927
RX 9070 XT 16GB16Q4509.1 est.Yes0.85
RX 7800 XT 16GB16Q4496.4 est.Yes0.995
RX 7900 GRE 16GB16Q4458.2 est.Yes0.835
A100 80GB SXM480FP16446.0 est.Yes0.03
Arc A770 16GB16Q4445.5 est.Yes1.277
RTX 4070 Ti 12GB12Q4440.7 est.Yes0.552
MacBook Pro M4 Max 128GB128Q4434.3 est.Yes0.099
RTX 4070 12GB12Q4400.9 est.Yes0.669
RTX 4070 Super 12GB12Q4400.9 est.Yes0.669
RTX 5090 32GB32FP16392.0 est.Yes0.196
Arc B580 12GB12Q4362.7 est.Yes1.457
RTX 5060 8GB8Q4356.4 est.Yes1.192
RTX 5060 Ti 8GB8Q4356.4 est.Yes0.94
RTX 5060 Ti 16GB16Q4356.4 est.Yes0.831
RTX 3070 8GB8Q4356.4 est.Yes0.714
RX 7700 XT 12GB12Q4343.6 est.Yes0.765
MacBook Pro M3 Max 128GB128Q4318.2 est.Yes0.076
Arc B570 10GB10Q4302.3 est.Yes1.38
RTX 3060 12GB12Q4286.4 est.Yes0.871
T4 16GB16Q4254.5 est.Yes0.127
RTX 4060 Ti 8GB8Q4229.1 est.Yes0.574
RTX 4060 Ti 16GB16Q4229.1 est.Yes0.459
RX 7600 8GB8Q4229.1 est.Yes0.852
RX 7600 XT 16GB16Q4229.1 est.Yes0.696
RTX 4090 24GB24FP16220.5 est.Yes0.138
RTX 4090D 24GB (China)24FP16220.5 est.Yes0.138
RTX 3090 Ti 24GB24FP16220.5 est.Yes0.11
Mac mini M4 Pro 64GB64Q4217.2 est.Yes0.099
RTX 4060 8GB8Q4216.4 est.Yes0.724
RTX 5080 16GB16FP16210.0 est.Yes0.21
RX 7900 XTX 24GB24FP16210.0 est.Yes0.21
RTX 6000 Ada 48GB48FP16210.0 est.Yes0.031
RTX 3090 24GB24FP16204.8 est.Yes0.137
RTX 5070 Ti 16GB16FP16196.0 est.Yes0.262
L40S 48GB48FP16189.0 est.Yes0.024
Mac Studio M3 Ultra 96GB96FP16179.2 est.Yes0.045
Mac Studio M2 Ultra 192GB192FP16175.0 est.Yes0.025
RX 7900 XT 20GB20FP16175.0 est.Yes0.195
RTX A6000 48GB48FP16168.0 est.Yes0.037
RTX 3080 10GB10FP16166.2 est.Yes0.238
RTX 4080 Super 16GB16FP16161.0 est.Yes0.161
RTX 4070 Ti Super 16GB16FP16147.0 est.Yes0.184
RTX 5070 12GB12FP16147.0 est.Yes0.268
RX 9070 16GB16FP16140.0 est.Yes0.255
RX 9070 XT 16GB16FP16140.0 est.Yes0.234
RX 7800 XT 16GB16FP16136.5 est.Yes0.274
RX 7900 GRE 16GB16FP16126.0 est.Yes0.23
Arc A770 16GB16FP16122.5 est.Yes0.351
RTX 4070 Ti 12GB12FP16121.2 est.Yes0.152
MacBook Pro M4 Max 128GB128FP16119.4 est.Yes0.027
RTX 4070 12GB12FP16110.2 est.Yes0.184
RTX 4070 Super 12GB12FP16110.2 est.Yes0.184
Arc B580 12GB12FP1699.8 est.Yes0.401
RTX 5060 8GB8FP1698.0 est.Yes0.328
RTX 5060 Ti 8GB8FP1698.0 est.Yes0.259
RTX 5060 Ti 16GB16FP1698.0 est.Yes0.228
RTX 3070 8GB8FP1698.0 est.Yes0.196
Mac mini M4 32GB32Q495.5 est.Yes0.096
RX 7700 XT 12GB12FP1694.5 est.Yes0.21
MacBook Pro M3 Max 128GB128FP1687.5 est.Yes0.021
Arc B570 10GB10FP1683.1 est.Yes0.379
RTX 3060 12GB12FP1678.8 est.Yes0.24
T4 16GB16FP1670.0 est.Yes0.035
RTX 4060 Ti 8GB8FP1663.0 est.Yes0.158
RTX 4060 Ti 16GB16FP1663.0 est.Yes0.126
RX 7600 8GB8FP1663.0 est.Yes0.234
RX 7600 XT 16GB16FP1663.0 est.Yes0.191
Mac mini M4 Pro 64GB64FP1659.7 est.Yes0.027
RTX 4060 8GB8FP1659.5 est.Yes0.199
Mac mini M4 32GB32FP1626.2 est.Yes0.026