Unleash the true potential of your business through our lean, efficient, and super-fast deep learning models. Whether it's optimizing performance, or accelerating inference speeds, we've got you covered.
Surgical Feature-Space Decomposition of LLMs: Why, When and How, ACL 2024
Faster and Lighter LLMs: A Survey on Current Challenges and Way Forward, IJCAI 2024
Growing Vision Transformers with Heterogenous scaling for improved efficiency and performance, ICLR (Tiny Track) 2024
Rethinking Compression with Reduced Order Modelling for lighter LLMs, ICLR (Tiny Track) 2024
A Comparative Study on the Impact of Model Compression Techniques on Fairness in Language Models, ACL 2023
One-for-All: Generalized LoRA for Parameter-Efficient Fine-tuning
Training CNNs on large images on single GPU, once impossible, with patchGD, WANT@NeurIPS 2023
Designing light-weight CNN and transformer based object trackers through network pruning, ICASSP 2023
Benchmarking model training and inference for resource constrained deep learning, RCV@ICCV 2023
Budget aware binarization of CNNs using MixBin, WACV 2023
Improving the generalization ability & compute efficiency of Meta learning with MetaDOCK, CVPR 2022
Slimming vision transformers without performance degradation using ViT-Slimming, CVPR 2022
Developed the state-of-the-art (SOTA) model pruning method, called ChipNet, ICLR 2021
Rescaling CNNs through Learnable Repetitions of Network Parameters, ICIP 2021
As DL models become increasingly demanding, we're experts in optimizing them for efficiency, resulting in significant cost savings while maintaining peak performance.
We've mastered the art of making Generative AI models lean and efficient, enabling deployment on mobile devices and bringing the magic of AI to a broader audience.
Our deep learning models are engineered for unrivaled inference speeds, enhancing user experiences and enabling seamless follow-up tasks, particularly incritical applications like autonomous driving and object detection.
Data privacy and security are non-negotiable. Nyun AI ensures the utmost protection by deploying deep learning models on edge devices, eliminating the need for streaming data on the cloud and ensuring private and secure networks.
Nyun Zero provides a seamless and hassle-free entry point to the world of Artificial Intelligence, whether you're a seasoned pro or just starting out. It encompasses multiple frameworks for deep learning models and is flexible in terms of deployment on multiple devices. You can swiftly implement AI solutions within your organization, empowering your team to leverage the full potential of AI in solving complex problems and driving innovation.
At Nyun AI, we deeply value the significance of your data and prioritize its privacy and security, which are paramount for your organization. With this in mind, we take rigorous measures to ensure that your data is masked at every point, safeguarding it from any potential vulnerabilities. Moreover, we offer the flexibility of deploying our tools on user servers, granting you complete control and ownership of your data. Rest assured, your data remains solely with you, reinforcing our commitment to maintaining its confidentiality and protection.
