Model benchmarks
nanbeige4.1-3b local LLM performance
As of July 2026, nanbeige4.1-3b runs at up to 72.5 tok/s for local inference (best of 2 community benchmark runs across 1 GPU).
LM Studio
Model size
3B
Peak speed
72.5 tok/s
Average speed
71.3 tok/s
Min memory
7.3 GB
Max context
24,190 tokens
Best quality
84.7
Benchmark runs
2
GPUs tested
1
Performance by hardware and tool
Every hardware/tool/quantization combination nanbeige4.1-3b has been benchmarked on, ranked by peak token generation speed. Last updated July 2026.
| Hardware | Tool | Quant | Best tok/s | Avg tok/s | Memory | Context | Quality | Runs |
|---|---|---|---|---|---|---|---|---|
| NVIDIA GeForce RTX 4070 Ti SUPER | LM Studio | — | 72.5 tok/s | 71.3 tok/s | 7.3 GB | 24,190 tokens | 49.2 | 2 |
Frequently asked questions
- How fast is nanbeige4.1-3b for local inference?
- Across 2 community benchmark runs, nanbeige4.1-3b reaches up to 72.5 tok/s and averages 71.3 tok/s, with the fastest results on NVIDIA GeForce RTX 4070 Ti SUPER.
- How much memory does nanbeige4.1-3b need?
- The leanest observed configuration used about 7.3 GB of memory.
- Which tools have been used to run nanbeige4.1-3b?
- Benchmarks were submitted using LM Studio. Results are community-contributed and updated as new runs arrive.