Neural Magic
Neural Magic is a company that provides open-source software solutions for optimizing and deploying machine learning models on both CPUs and GPUs, aiming to make AI more accessible and efficient.
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Neural Magic is a company dedicated to making the power of AI accessible to every enterprise. They specialize in optimizing and accelerating open-source machine learning models, particularly large language models (LLMs), computer vision (CV), and natural language processing (NLP) models. Their software solutions are designed to run efficiently on both CPUs and GPUs, enabling businesses to deploy AI with greater cost-effectiveness and performance.
Neural Magic's mission is to democratize AI by promoting open and transparent innovation. They believe in fostering a collaborative community where developers, researchers, and organizations can share knowledge and contribute to advancing the field. Their core products include DeepSparse, SparseML, and SparseZoo, which facilitate model compression, optimization, and deployment, empowering users to achieve substantial performance gains while reducing hardware requirements and costs.
Flexibility
Neural Magic offers a flexible work environment that prioritizes employee wellbeing and allows for remote work. The company's global team spans 10 countries, 3 continents, and 7 time zones, emphasizing their commitment to a distributed workforce. While specific details about individual job flexibility are not provided in the available content, the company's focus on a distributed team suggests a willingness to accommodate flexible work arrangements.
Mission
Neural Magic is a Series A company dedicated to making open-source machine learning models accessible for enterprise deployment. They specialize in AI model optimization and inference acceleration, with a focus on delivering maximum speed and efficiency across both GPUs and CPUs. Their mission is to empower enterprises with the ability to leverage the power of open-source LLMs and vLLM, enabling them to deploy AI solutions effectively across various environments, including edge, data center, and cloud.
Culture
Neural Magic cultivates a culture of open and transparent innovation, driven by curiosity and a relentless pursuit of customer satisfaction. They believe in the power of collaboration and support the open-source AI community, fostering a culture of shared knowledge and collective contributions. With a research-driven approach, they embrace the "art of the possible" and encourage a team culture where anything is possible, with a focus on humility, respect, and inclusivity, where all team members' contributions are valued.
DE&I
Neural Magic champions diversity, equity, and inclusion, believing that a varied and inclusive team fosters innovation and drives success. They cultivate a welcoming and respectful environment where everyone feels valued and empowered to contribute their unique perspectives and talents. Their commitment to DEI is reflected in their diverse workforce, spanning multiple countries and time zones, and in their proactive efforts to create equitable opportunities for all. They strive for a workplace where every individual can thrive, contributing to a more inclusive and impactful AI landscape.
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