Can You Run SmolLM2 1.7B LoRA? Every GPU, Tested

A model that doesn't fit doesn't run slowly, it doesn't run. Here's every card from our bench, sorted by measured speed.

Weights: HuggingFaceTB/SmolLM2-1.7B

GPUs that run SmolLM2 1.7B LoRA (11)

GPUSpeedVRAMBasis
NVIDIA B30026114.3 train tok/s288GB✓ Measured
NVIDIA H100 80GB HBM318910.3 train tok/s80GB✓ Measured
NVIDIA B20018064.7 train tok/s192GB✓ Measured
NVIDIA H20017650.4 train tok/s141GB✓ Measured
NVIDIA RTX PRO 6000 Blackwell Workstation Edition16255.4 train tok/s96GB✓ Measured
NVIDIA L40S12052.1 train tok/s48GB✓ Measured
NVIDIA A100 80GB SXM49750.8 train tok/s80GB✓ Measured
NVIDIA A100 40GB SXM46938.8 train tok/s40GBEst.
NVIDIA A10G3668.3 train tok/s24GB✓ Measured
NVIDIA L43240.2 train tok/s24GB✓ Measured
NVIDIA T41561.9 train tok/s16GB✓ Measured

Quick answers

What is the fastest GPU for SmolLM2 1.7B LoRA?

NVIDIA B300 is the fastest card we've measured running SmolLM2 1.7B LoRA, at 26114.3 train tok/s.

What is the cheapest GPU that can run SmolLM2 1.7B LoRA?

NVIDIA T4 ($2,299 MSRP) is the cheapest card on our bench that runs SmolLM2 1.7B LoRA, at 1561.9 train tok/s.

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