Enterprise Tech / Development

Best Small Language Models (SLMs) Tools & Development Companies

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What is Small Language Models (SLMs) Tools & Development?

The small language model (SLM) tools & development market includes companies and open-source projects that create, customize, and deploy compact AI language models optimized for efficiency and domain-specific use. These models deliver faster inference, lower costs, and on-device capabilities compared with large language models. The market includes model developers, fine-tuning and optimization platforms, deployment and orchestration tools, and supporting frameworks for training and inference. It serves enterprises, developers, and researchers seeking practical, deployable language AI solutions.

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Top Small Language Models (SLMs) Tools & Development Companies

Apple logo
Apple

United States / Founded Year: 1976

Apple operates as a technology company that specializes in consumer electronics and software. The company offers a range of products including smartphones, personal computers, tablets, wearable devices, and home entertainment systems, as well as software applications and services. Apple primarily serves individual consumers and businesses across various sectors with its technology products. Apple was formerly known as Apple Computer. It was founded in 1976 and is based in Cupertino, California.

Known Partners

Issey Miyake, Hertz, Peacock, and 2 more

Known Customers

WeChat, United Airlines, Citrix, and 1 more

Google logo
Google

United States / Founded Year: 0000

Google operates as a technology company with a focus on internet services and products. The company offers a search engine, online advertising services, cloud computing solutions, software development tools, and hardware products primarily in the internet services, advertising, cloud computing, and consumer electronics sectors. It was founded in 1998 and is based in Mountain View, California.

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Amazon logo
Amazon

United States / Founded Year: 0000

Amazon provides services including e-commerce, cloud computing, and artificial intelligence. Its main offerings include an online retail platform, cloud infrastructure, and smart home devices. The company serves individual consumers, businesses, and developers with its products.. It was founded in 1994 and is based in Seattle, Washington.

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NVIDIA logo
NVIDIA

United States / Founded Year: 0000

NVIDIA operates in accelerated computing, focusing on artificial intelligence(AI), high-performance computing, and graphics processing. The company provides products including graphics processing units (GPUs), AI platforms, and data center infrastructure for various applications. NVIDIA's solutions serve sectors such as gaming, creative design, autonomous vehicles, robotics, and edge computing. It was founded in 1993 and is based in Santa Clara, California.

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Meta logo
Meta

United States / Founded Year: 0000

Meta operates as a technology company focused on building the future of human connection through social media and immersive experiences. The company provides services, including social networking platforms, instant messaging, and photo-sharing applications, as well as augmented and virtual reality services. It serves individual users and businesses aiming to connect and grow within digital communities. Meta was formerly known as Facebook. It was founded in 2004 and is based in Menlo Park, California.

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Microsoft logo
Microsoft

United States / Founded Year: 0000

Microsoft focuses on software, hardware, and services. It offers products in business productivity software, cloud computing services, personal computing devices, and gaming consoles. It serves sectors such as business, education, healthcare, and gaming. It was founded in 1975 and is based in Redmond, Washington.

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Known Customers

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IBM logo
IBM

United States / Founded Year: 0000

IBM operates as a global technology company involved in artificial intelligence (AI), automation, and hybrid cloud solutions across various sectors. The company provides services that include AI-driven business solutions, enterprise automation tools, and management of hybrid cloud environments. IBM provides services in sectors such as cybersecurity, data governance, and quantum computing research. IBM was formerly known as Computing-Tabulating-Recording Company. It was founded in 1911 and is based in Armonk, New York.

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Known Customers

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All Companies in Small Language Models (SLMs) Tools & Development

DeepSeek logo
DeepSeek

China / Founded Year: 0000

DeepSeek focuses on the development of artificial general intelligence (AGI) within the technology sector. The company offers a platform that facilitates application programming interface (API) calls for integrating AI (artificial intelligence) capabilities and a chat interface for exploring AGI applications. DeepSeek's products are designed to serve as efficient AI assistants for various user needs. It was founded in 2023 and is based in Hangzhou, China.

Known Partners

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Known Customers

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Key People

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H2O.ai logo
H2O.ai

United States / Founded Year: 0000

H2O.ai specializes in generative artificial intelligence (AI) and machine learning. It provides a comprehensive AI cloud platform for various industries. The company offers a suite of AI cloud products, including automated machine learning, distributed machine learning, and tools for AI-driven data extraction and processing. H2O.ai caters to sectors such as financial services, healthcare, insurance, manufacturing, marketing, retail, and telecommunications. H2O.ai was formerly known as 0xdata. It was founded in 2012 and is based in Mountain View, California.

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Key People

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Hugging Face logo
Hugging Face

France / Founded Year: 0000

Hugging Face operates as an open-source machine learning platform focused on artificial intelligence within the technology sector. The company provides a space for the machine learning community to develop models, share datasets, and host artificial intelligence (AI) applications, and offers enterprise solutions. Hugging Face was formerly known as Hugging Face. It was founded in 2016 and is based in Paris, France.

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Key People

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Mistral AI logo
Mistral AI

France / Founded Year: 0000

Mistral AI focuses on the development of open-source artificial intelligence models in the technology sector. Its main offerings include efficient, adaptable artificial intelligence (AI) models that allow for full customization by users without requiring their data. Its models are primarily used in the technology industry. It was founded in 2023 and is based in Paris, France.

Known Partners

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Known Customers

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Key People

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Multiverse Computing logo
Multiverse Computing

Spain / Founded Year: 0000

Multiverse Computing works in quantum artificial intelligence (AI) and focuses on optimization within various sectors. The company provides AI model compression technology aimed at improving the performance of AI systems. Multiverse Computing serves sectors such as finance, energy, manufacturing, health and life sciences, engineering, aerospace, cybersecurity, defense, and chemistry. It was founded in 2019 and is based in San Sebastian, Spain.

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Key People

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Sarvam AI logo
Sarvam AI

India / Founded Year: 0000

Sarvam AI focuses on the development and deployment of generative artificial intelligence (AI) technologies within the research and development sector. It offers creating large language models tailored to India's linguistic languages and provides an enterprise-grade platform for the development and evaluation of generative AI applications. It primarily serves the technology sector. It was founded in 2023 and is based in Bengaluru, India.

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Key People

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Together AI logo
Together AI

United States / Founded Year: 0000

Together AI focuses on the development, training, fine-tuning, and deployment of generative artificial intelligence (AI) models. The company provides services including AI model training, inference, and utilizes a cloud-based infrastructure. Together AI serves various sectors by offering solutions that cover the generative AI process from research to production. It was founded in 2022 and is based in San Francisco, California.

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Key People

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Xiaomi logo
Xiaomi

China / Founded Year: 0000

Xiaomi offers consumer electronics and smart manufacturing with a focus on smartphones and smart hardware connected by an Internet of Things (IoT) platform. It offers products including smartphones, smart home devices, wearables, and lifestyle products, integrated with its Artificial Intelligence of Things (AIoT) platform. It primarily sells to consumers. It was founded in 2010 and is based in Beijing, China.

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Our Methodology

The ESP matrix leverages data and analyst insight to identify and rank leading private-market companies in a given technology landscape.

What is Small Language Models (SLMs) Tools & Development?

The small language model (SLM) tools & development market includes companies and open-source projects that create, customize, and deploy compact AI language models optimized for efficiency and domain-specific use. These models deliver faster inference, lower costs, and on-device capabilities compared with large language models. The market includes model developers, fine-tuning and optimization platforms, deployment and orchestration tools, and supporting frameworks for training and inference. It serves enterprises, developers, and researchers seeking practical, deployable language AI solutions.

Expert Collections

Subscribe for more information

Market Map

Subscribe for more information

Do you compete within Small Language Models (SLMs) Tools & Development?

Reach more buyers.

Your future customers are researching their next tech solution on CB Insights. Make sure they can find you.