Unverified50% confidenceBenchmarkExact time
On 6 RTX 5090 GPUs, Colibri's measured speed reaches 9.0–9.2 tokens/s, while on a 25GB development machine streaming from NVMe the speed is 0.05–0.1 tokens/s.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/24/2026
First Seen
Valid until: 12/23/2026
Sources
Related Entities
Related Claims
UnverifiedWhen running at 1-bit precision on an M2 Max equipped with 96GB of VRAM, generation speed for simple tasks is consistently around 28–30 tokens/second73% similarUnverifiedLing 3.0 Tiny achieves an inference speed of approximately 86–90 tokens per second on a MacBook with M4 Pro, with a peak memory usage of approximately 8.34 GiB under an 8K context.72% similarUnverifiedA speed of 4–5 tokens/second is too slow for practical use on an 8GB GPU; a 16GB GPU can improve this to 12–14 tokens/second, entering a practically usable range.72% similarUnverifiedOn high-performance laptops, quantized Gemma models can achieve token generation speeds of 20–50 tokens per second; pure CPU inference is approximately 5–15 tokens/second, and INT4 quantization on NVIDIA RTX 4060/4070 can boost inference speed by 3–5 times.72% similar
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