Unsloth Studio
An inference engine for running open-weight LLMs locally.
5 community reports
This engine doesn't yet have an editorial profile on llamaperf. The community reports below show how it's been used in practice across different hardware.
Top GPUs running Unsloth Studio
| GPU | VRAM | Reports | Median t/s, Gemma 4 8B 4-bit |
|---|---|---|---|
| M1 16GBapple | 16GB | 1 | 8.2 |
| NVIDIA RTX 3060 12GBnvidia | 12GB | 1 | no plain run of this model |
| NVIDIA RTX 5060 Ti 16GBnvidia | 16GB | 1 | no plain run of this model |
| NVIDIA RTX 5070 Ti Laptop 12GBnvidia | 12GB | 1 | no plain run of this model |
| NVIDIA RTX 5090nvidia | 32GB | 1 | no plain run of this model |
Unsloth Studio against other engines
Pairs of plain runs on the same card, of the same model size at the same bit class: one device, one request, no speculative decoding, the whole model in memory. Context length and build still differ between the two sides, and each side shows its own.
No matched pair yet. No card has plain runs of one model size at one bit class on Unsloth Studio and on another engine, so llamaperf can't say how it compares on speed. Add a run.
Unsloth Studio results by GPU
Every card people have run Unsloth Studio on, with each report's model, quant and speed, newest first. Runs on several cards, with speculative decoding, with batched requests or with part of the model in system RAM say so, since each describes a different setup.
Unsloth Studio on M1 16GB1 report
- Gemma 4 8B · 4bit8.2 t/s
Unsloth Studio on NVIDIA RTX 3060 12GB1 report
- DeepSeek V4 Flash 284B · 13B active · IQ2_M3.5 t/s(2 cards, part in system RAM)
Unsloth Studio on NVIDIA RTX 5070 Ti Laptop 12GB1 report
- Qwen3.8 27B · UD-Q4_K_XL4.5 t/s(speculative, part in system RAM)
Unsloth Studio, GPU not identified1 report
- Qwen3.8 27B · IQ4_XS33.0 t/s
Top models on Unsloth Studio
Frequently asked
Is Unsloth Studio faster than other engines?
llamaperf has no matched comparison for Unsloth Studio yet: no card has plain runs of the same model size at the same bit class on Unsloth Studio and on another engine. Speed claims about engines need that pairing, so this page doesn't make one.