Text is a company that specializes in creating easy-to-use machine learning tools and workflows to simplify the implementation of machine learning for various applications. Founded by a team of experienced engineers and developers, the company recognizes the challenges of using machine learning with the lack of good tools and abstractions being the primary source of difficulty for developers. Text aims to eliminate the need for developers to work with messy Python scripts, broken Colab notebooks, perplexing CUDA errors, or misshapen tensors by providing a platform that allows developers to import and fine-tune machine learning models simply by importing them as packages.
With a global presence, Text is a remote-first company with team members located in American and European time zones. The company values collaboration, inclusion, and a supportive work environment, where employees can work with some of the sharpest people in the industry but without the accompanying egos. Text is committed to investing in its employees and offers competitive salaries, as well as market-leading equity to reward success.
With Text's easy-to-use machine learning tools and workflows, developers can reduce the time spent debugging and have more time to focus on improving their models.
TLDR
Text provides easy-to-use machine learning tools and workflows that simplify the implementation of machine learning for various applications. Through importing and fine-tuning machine learning models as packages, Text eliminates the need for developers to work with complex machine learning architecture. With a remote-first company set-up, Text values collaboration, inclusion, and a supportive work environment.
The company offers responsive customer support and detailed online documentation, with free and comprehensive tutorials for its products, helping users get started with machine learning for the first time. The platform offers a broad range of machine learning models to choose from, emphasizing the importance of clean and organized code to avoid errors and reduce the time spent debugging. Text offers competitive salaries and market-leading equity to its employees to reward success and invest in its employees' professional growth and development.
Company Overview Text is a company that aims to make machine learning accessible to all software engineers. Founded by a team of experienced engineers and developers, the company recognizes the challenges that come with using machine learning and believes that the lack of good tools and abstractions is the primary source of difficulty. With this in mind, Text is focused on creating tools that will simplify the implementation of machine learning in various applications.
The team at Text is committed to providing the necessary support to enable engineers to import and fine-tune machine learning models simply by importing them as packages. The company aims to eliminate the need for developers to work with messy Python scripts, broken Colab notebooks, perplexing CUDA errors, or misshapen tensors. By creating easy-to-use machine learning tools and workflows, the company hopes to revolutionize the way software engineering and machine learning are approached, making it more accessible to software engineers around the world.
Text is a remote-first company, with team members located in American and European timezones. Some of its teams work from a beautiful office in Berkeley, CA, while others are distributed. The company values collaboration, inclusion, and a supportive work environment, where employees can work with some of the sharpest people in the industry, but without the accompanying egos.
The company also optimizes for speed and quality, with employees encouraged to ship their work quickly, without compromising on quality. Text is committed to investing in its employees and offers competitive salaries, as well as market-leading equity to reward success.
Text is a company that firmly believes in moving fast and pushing each other, while delivering high-quality work. The team is looking for like-minded individuals who share the same beliefs and values, to join its small team in various areas, such as engineering, product development, and customer support roles. The team is looking for entrepreneurs, engineers, designers, and individuals who love solving problems, thinking creatively, and contributing their ideas to create a better world.
Features Easy-to-use Machine Learning Tools Simplified Implementation of Machine Learning Text offers easy-to-use machine learning tools and workflows that simplify the implementation of machine learning for various applications. With Text's tools, developers don't have to work with messy Python scripts, broken Colab notebooks, perplexing CUDA errors, or misshapen tensors. Instead, they can simply import and fine-tune machine learning models as packages.
This feature completely eliminates the need for developers to spend countless hours on complex machine learning architecture. Large Selection of Machine Learning Models Text's platform provides access to a broad range of machine learning models that can be deployed as packages.
With this feature, developers have a wide range of machine learning models to choose from, allowing them to accurately implement Machine Learning in their applications Clean and Organized Code Workflow The tools developed by Text emphasizes the importance of clean and organized code. The platform ensures that code is error-free and reduces the likelihood of bugs appearing in the code. By promoting a clean and structured workflow, developers can reduce the time spent debugging and have more time to focus on improving their models.
Remote-first Company Global Presence Text is a remote-first company with team members located in American and European time zones. With a global presence, Text can collaborate with individuals worldwide to create a better world. By diversifying its team, Text ensures that ideas of people from different backgrounds are shared and integrated, ultimately developing a better product as a result.
Inclusive and Supportive Work Environment Text values collaboration and inclusion, ensuring that the work environment is supportive and diverse. The company's culture is driven by a supportive work environment where employees can work with some of the sharpest minds in the industry without ego getting in the way.
This feature helps create a better and more inclusive environment that encourages creativity and innovation. Fast-paced and Quality-driven Work Ethic Text emphasizes the importance of moving fast and pushing each other to deliver high-quality work.
Employees are encouraged to ship their work quickly without compromising on quality. This feature helps to create an energetic and efficient work culture that rewards employees who are creative and get work done in a timely manner.
Customer Support Responsive Customer Support Text’s customer support team is committed to ensuring that any issues or questions from clients are resolved quickly and efficiently. With a responsive customer service team, developers can have any queries and issues with their machine learning models solved with expediency.
Detailed Online Documentation Text provides detailed online documentation for all of its products and services. With this feature, developers can easily access all the information they need to implement machine learning in their applications.
The online documentation is straightforward and easy to understand, ensuring the learning process is not slowed down by complicated technical jargon. Free and Comprehensive Tutorials Text offers free and comprehensive tutorials for its products, helping users get started with machine learning for the first time.
These tutorials ensure that beginners have a clear understanding of the different concepts involved in machine learning, allowing them to progress and learn effectively. Competitive Salaries and Equity Packages Market-leading Equity Packages Text offers market-leading equity packages to its employees.
Equity packages serve as financial rewards for employees who contribute to the success of the company. With this feature, employees are rewarded for their hard work and dedication that directly contributes to the growth of the company over time.
Competitive Salaries Text is committed to investing in its employees and offers competitive salaries. Through this feature, Text can attract top talent and employees are rewarded for their contributions to the company.
This feature ensures that Text remains competitive in the technology sector, and a desirable employer in the job market. Opportunities for Growth and Development Text invests in its employees to help them achieve their professional goals.
The company offers opportunities for growth and development, including training sessions, mentorship programs, and higher education allowances. With this feature, Text can attract employees who are dedicated to their professional development and are committed to developing their skills, experience and knowledge. FAQ What hardware is used for Text's predictions?
Text's predictions run on Nvidia T4 GPU hardware, ensuring fast and accurate results. How long do predictions typically take to complete?
On average, Text's predictions complete within 23 seconds, providing quick and efficient results for users. Does the predict time for Text's model vary? Yes, the predict time for Text's model varies significantly based on the inputs provided by the user.
However, the system is designed to provide accurate predictions in a timely manner. What is the Stable Diffusion model?
The Stable Diffusion model is a powerful neural network model that can be used for text generation. Text's tool utilizes a fine-tuned version of this model, which was trained on BLIP captioned Pokémon images using 2xA6000 GPUs on Lambda GPU Cloud for around 15,000 steps (about 6 hours at a cost of about $10). This tool allows users to put in a text prompt and generate their own Pokémon character, without any "prompt engineering" required.
Who trained the Stable Diffusion model used by Text's tool? The Stable Diffusion model used by Text's tool was trained by Justin Pinkney (@Buntworthy) at Lambda Labs, a team of experienced developers who specialize in AI and machine learning solutions.
