Machine Learning, Transformers, Data Science, Python, Hugging Face.
achieved the milestone of running the compressed OPT-175B model on a single NVIDIA A100 GPU, or with only two more cost-effective NVIDIA A6000 GPUs. Additionally, bespoke GPU kernels optimized for compression result in significant speedups, further enhancing the practicality of these compressed