open model lab
Big models,
small machines.
Sapid Labs quantizes and prunes open LLMs so they run on the hardware in front of you. Laptops, single GPUs, home rigs. We ship the weights on Hugging Face, free to use.
what we do
quantize
4-bit, 8-bit, GGUF, AWQ. We squeeze weights down so big models fit in the memory you actually have.
prune
Expert pruning and REAP on MoE models. Fewer experts, same feel, a fraction of the footprint.
benchmark
Every release ships with real tok/s and quality numbers on real local hardware. No hand waving.
latest models
all on hugging faceGLM-5.2-moe-w2-planes
quantized from zai-org/GLM-5.2-FP8
00updated today
DeepSeek-V4-Flash-moe-w2-planes
quantized from deepseek-ai/DeepSeek-V4-Flash
00updated today
Hy3-REAP-48e
quantized from tencent/Hy3
REAP pruningexpert pruningpruningMoEtext-generation
1842updated yesterday
Nemotron-3-Nano-30B-A3B-REAP-64e
quantized from nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16
REAP pruningexpert pruningpruningMoEtext-generation
3371updated 2d ago