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Llama-3.2-1B-Instruct

Meta · 1.2B · ctx 128K · llama3.2 · HuggingFace

Llama-3.2-1B-Instruct (Meta) is a 1.2B parameters open-weight model tracked on AI Hashrate. At 8K context we estimate roughly 1.9 GB VRAM for Q4 (weights 0.66 GB + KV 0.24 GB + 1 GB overhead) and 3.64 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 ≈ 4242.4 tok/s (estimated); MI300X 192GB ≈ 2810.6 tok/s (estimated); H200 141GB SXM5 ≈ 2545.5 tok/s (estimated); H100 80GB SXM5 ≈ 1776.5 tok/s (estimated); Gaudi 3 128GB ≈ 1737.3 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 SXM192Q44242.4 est.Yes0.106
MI300X 192GB192Q42810.6 est.Yes0.187
H200 141GB SXM5141Q42545.5 est.Yes0.073
H100 80GB SXM580Q41776.5 est.Yes0.059
Gaudi 3 128GB128Q41737.3 est.Yes0.139
B200 192GB SXM192FP161166.7 est.Yes0.029
A100 80GB SXM480Q41081.3 est.Yes0.072
RTX 5090 32GB32Q4950.3 est.Yes0.475
MI300X 192GB192FP16772.9 est.Yes0.052
H200 141GB SXM5141FP16700.0 est.Yes0.02
RTX 4090 24GB24Q4534.5 est.Yes0.334
RTX 4090D 24GB (China)24Q4534.5 est.Yes0.334
RTX 3090 Ti 24GB24Q4534.5 est.Yes0.267
RTX 5080 16GB16Q4509.1 est.Yes0.51
RX 7900 XTX 24GB24Q4509.1 est.Yes0.51
RTX 6000 Ada 48GB48Q4509.1 est.Yes0.075
RTX 3090 24GB24Q4496.4 est.Yes0.331
H100 80GB SXM580FP16488.5 est.Yes0.016
Gaudi 3 128GB128FP16477.7 est.Yes0.038
RTX 5070 Ti 16GB16Q4475.2 est.Yes0.634
L40S 48GB48Q4458.2 est.Yes0.057
Mac Studio M3 Ultra 96GB96Q4434.3 est.Yes0.109
Mac Studio M2 Ultra 192GB192Q4424.2 est.Yes0.061
RX 7900 XT 20GB20Q4424.2 est.Yes0.472
RTX A6000 48GB48Q4407.3 est.Yes0.091
RTX 3080 10GB10Q4403.0 est.Yes0.577
RTX 4080 Super 16GB16Q4390.3 est.Yes0.391
RTX 4070 Ti Super 16GB16Q4356.4 est.Yes0.446
RTX 5070 12GB12Q4356.4 est.Yes0.649
RX 9070 16GB16Q4339.4 est.Yes0.618
RX 9070 XT 16GB16Q4339.4 est.Yes0.567
RX 7800 XT 16GB16Q4330.9 est.Yes0.663
RX 7900 GRE 16GB16Q4305.5 est.Yes0.556
A100 80GB SXM480FP16297.4 est.Yes0.02
Arc A770 16GB16Q4297.0 est.Yes0.851
RTX 4070 Ti 12GB12Q4293.8 est.Yes0.368
MacBook Pro M4 Max 128GB128Q4289.5 est.Yes0.066
RTX 4070 12GB12Q4267.3 est.Yes0.446
RTX 4070 Super 12GB12Q4267.3 est.Yes0.446
RTX 5090 32GB32FP16261.3 est.Yes0.131
Arc B580 12GB12Q4241.8 est.Yes0.971
RTX 5060 8GB8Q4237.6 est.Yes0.795
RTX 5060 Ti 8GB8Q4237.6 est.Yes0.627
RTX 5060 Ti 16GB16Q4237.6 est.Yes0.554
RTX 3070 8GB8Q4237.6 est.Yes0.476
RX 7700 XT 12GB12Q4229.1 est.Yes0.51
MacBook Pro M3 Max 128GB128Q4212.1 est.Yes0.051
Arc B570 10GB10Q4201.5 est.Yes0.92
RTX 3060 12GB12Q4190.9 est.Yes0.58
T4 16GB16Q4169.7 est.Yes0.085
RTX 4060 Ti 8GB8Q4152.7 est.Yes0.383
RTX 4060 Ti 16GB16Q4152.7 est.Yes0.306
RX 7600 8GB8Q4152.7 est.Yes0.568
RX 7600 XT 16GB16Q4152.7 est.Yes0.464
RTX 4090 24GB24FP16147.0 est.Yes0.092
RTX 4090D 24GB (China)24FP16147.0 est.Yes0.092
RTX 3090 Ti 24GB24FP16147.0 est.Yes0.074
Mac mini M4 Pro 64GB64Q4144.8 est.Yes0.066
RTX 4060 8GB8Q4144.2 est.Yes0.482
RTX 5080 16GB16FP16140.0 est.Yes0.14
RX 7900 XTX 24GB24FP16140.0 est.Yes0.14
RTX 6000 Ada 48GB48FP16140.0 est.Yes0.021
RTX 3090 24GB24FP16136.5 est.Yes0.091
RTX 5070 Ti 16GB16FP16130.7 est.Yes0.174
L40S 48GB48FP16126.0 est.Yes0.016
Mac Studio M3 Ultra 96GB96FP16119.4 est.Yes0.03
Mac Studio M2 Ultra 192GB192FP16116.7 est.Yes0.017
RX 7900 XT 20GB20FP16116.7 est.Yes0.13
RTX A6000 48GB48FP16112.0 est.Yes0.025
RTX 3080 10GB10FP16110.8 est.Yes0.159
RTX 4080 Super 16GB16FP16107.3 est.Yes0.107
RTX 4070 Ti Super 16GB16FP1698.0 est.Yes0.123
RTX 5070 12GB12FP1698.0 est.Yes0.179
RX 9070 16GB16FP1693.3 est.Yes0.17
RX 9070 XT 16GB16FP1693.3 est.Yes0.156
RX 7800 XT 16GB16FP1691.0 est.Yes0.182
RX 7900 GRE 16GB16FP1684.0 est.Yes0.153
Arc A770 16GB16FP1681.7 est.Yes0.234
RTX 4070 Ti 12GB12FP1680.8 est.Yes0.101
MacBook Pro M4 Max 128GB128FP1679.6 est.Yes0.018
RTX 4070 12GB12FP1673.5 est.Yes0.123
RTX 4070 Super 12GB12FP1673.5 est.Yes0.123
Arc B580 12GB12FP1666.5 est.Yes0.267
RTX 5060 8GB8FP1665.3 est.Yes0.218
RTX 5060 Ti 8GB8FP1665.3 est.Yes0.172
RTX 5060 Ti 16GB16FP1665.3 est.Yes0.152
RTX 3070 8GB8FP1665.3 est.Yes0.131
Mac mini M4 32GB32Q463.6 est.Yes0.064
RX 7700 XT 12GB12FP1663.0 est.Yes0.14
MacBook Pro M3 Max 128GB128FP1658.3 est.Yes0.014
Arc B570 10GB10FP1655.4 est.Yes0.253
RTX 3060 12GB12FP1652.5 est.Yes0.16
T4 16GB16FP1646.7 est.Yes0.023
RTX 4060 Ti 8GB8FP1642.0 est.Yes0.105
RTX 4060 Ti 16GB16FP1642.0 est.Yes0.084
RX 7600 8GB8FP1642.0 est.Yes0.156
RX 7600 XT 16GB16FP1642.0 est.Yes0.128
Mac mini M4 Pro 64GB64FP1639.8 est.Yes0.018
RTX 4060 8GB8FP1639.7 est.Yes0.133
Mac mini M4 32GB32FP1617.5 est.Yes0.018