Best Small Language Models (SLMs) Tools & Development Companies

Hugging Face focuses on advancing artificial intelligence through collaboration in the technology sector. It provides a platform for machine learning professionals to build, share, and collaborate on models, datasets, and applications. The company offers solutions that cater to various modalities, including text, image, video, audio, and 3D, as well as enterprise-grade services for teams requiring advanced AI tooling with enhanced security and support. It was founded in 2016 and is based in Paris, France.

Predibase specializes in fine-tuning and serving large language models (LLMs) within the artificial intelligence and machine learning industries. The company provides a platform for developers to efficiently train and deploy task-specific open-source LLMs using optimized techniques such as quantization, low-rank adaptation, and memory-efficient distributed training. Predibase's infrastructure supports scalable managed deployments in both private clouds and their own serverless environment. It was founded in 2021 and is based in San Francisco, California.

Nomic AI specializes in creating tools for data interaction and AI model deployment, focusing on the technology sector. The company offers solutions that enable users to structure, visualize, and analyze large unstructured datasets, as well as run AI models on various consumer-grade computers. Nomic AI's products are designed to serve both technical and non-technical teams across different industries. It was founded in 2022 and is based in New York, New York.

Arcee specializes in the development of small language models (SLMs) within the artificial intelligence sector. The company offers an SLM adaptation system that enables the training, deployment, and continuous improvement of language models securely within a client's own virtual private cloud (VPC) environment. Arcee's system is designed to cater to various sectors, including legal, healthcare, finance, and insurance. It was founded in 2023 and is based in Miami, Florida.

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

Assisterr focuses on providing an infrastructure layer for community-owned AI models within the artificial intelligence sector. The company offers a network of Small Language Models (SLMs) that serve as a foundational platform for AI development. It was founded in 2023 and is based in London, United Kingdom.

Glaive specializes in the development of language models for various sectors, focusing on creating models that are efficient and tailored to specific use cases. The company offers language models that are trained on synthetic data and designed to be faster, more cost-effective, and capable of running on consumer hardware compared to general-purpose language model APIs. Its models prioritize data privacy, allowing clients to run them on their own cloud infrastructure without the need to send data externally. It was founded in 2023 and is based in San Francisco, California.

Malted AI specializes in artificial intelligence focusing on knowledge distillation technology for the enterprise sector. It offers enterprise-specific Small Language Models (SLMs) solutions. Malted AI's services are primarily tailored for businesses seeking to enhance their operations with AI, particularly in areas such as search and understanding, report generation, information extraction, and content generation. The company was formerly known as Malt AI and changed its name to Malted AI. It was founded in 2023 and is based in Edinburgh, United Kingdom.

Nous Research is a private applied research group with a focus on artificial intelligence and machine learning in the technology sector. The company offers services such as the development of artificial intelligence pipelines that can run programs, analyze client documentation, and generate synthetic data, as well as the aggregation and analysis of unstructured topical data in digital attention ecosystems. Its primary customers are businesses across various sectors that require advanced artificial intelligence solutions. It was founded in 2023 and is based in New York, New York.

Prem focuses on accelerating the advent of personalized large language models (LLMs) within the generative AI sector. The company offers a development platform that provides tools for AI model evaluation, monitoring, fine-tuning, and deployment, designed to integrate generative AI into various applications. Prem's main services cater to businesses looking for AI strategy with tailored model fine-tuning and training, as well as access to foundational open source small language models (SLMs) and dedicated GPU clusters for building AI strategies. It was founded in 2023 and is based in Middletown, Delaware.

Sakana AI focuses on developing artificial intelligence through nature-inspired foundation models within the research and development sector. The company's main offering includes creating a new kind of foundation model that draws inspiration from natural intelligence, designed to advance the field of AI. It was founded in 2023 and is based in Tokyo, Japan.