Pin-Point LLM Fine Tuning

Large Language Model Fine-Tuning refers to the process of adapting a pre-trained language system to a specific task or domain by further training it on task-specific data. This process allows developers to tailor these systems to perform better on specific jobs, such as text generation, translation, summarization, or classification, by providing them with additional training data relevant to the job at hand.

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What We Offer

Companies looking for LLM optimization can benefit from our language model fine tuning services. We help with fine tuning language models through high-quality data annotation:

Text classification

Assigning a category or label to each text sample.

Sequence labeling

Identifying and labeling specific entities or features within the text, such as named entities or parts of speech.

Sentiment analysis

Assigning sentiment labels (positive, negative, neutral) to text samples.

Question answering

Providing answers or relevant passages
for given questions.

Text Localization

Managing the content acc.local specification (specific culture, language dialect) or content for specific group of people (game players, bloggers, advisors)

Summarization

Identifying key points or summarizing text passages.

Your Benefits

There are many benefits to trusting us with your LLM performance enhancement needs. These include:

Skilled and experienced team

We have experienced annotators and domain experts on our team who understand what is LLM fine tuning and all the nuances of different tasks and can ensure high-quality annotations.

Scale quickly

Our teams can handle even the most sizable data annotation projects without sacrificing the quality. Even if your project is quite large, we will still be able to create tailored LLM adjustments to meet your needs.

Cost-effectiveness

Large Language Model parameter optimization and other tasks don’t have to cost a fortune. We know how to keep costs under control while delivering the highest quality work on time.

Robust QA processes

When working on fine tuned language generation or any other  tasks, we provide guidelines and training to annotators to ensure they understand the task and annotation instructions. We review and refine our work based on feedback and quality checks.

Personalization

We tailor the annotation process to specific project requirements, preferences, or characteristics. This contributes to higher-quality work, improved efficiency, and better alignment with the goals of the project.

Our Global Presence

Since Mindy Support has office locations all over the world, we are able to provide worldwide recruiting and multilingual services in 40+ languages. Having such a wide global footprint allows us to cover all data annotation services needed to develop generative AI LLM solutions.

Our Customers Say

Guilia M
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Guilia M

Anyline, Austria

Thanks to Mindy Support, the client has been able to deliver multiple custom-made mobile OCR scanning solutions on time. They have been thorough and quick to respond with clear communication. Their most impressive feat has been creating solutions within hours.

Dr Henning Lategahn
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Dr Henning Lategahn

Atlatec GmbH, Germany

We have been working with Mindy for some time now. They support our teams in Germany with 3D map building work. Their work is invaluable and helps us to deliver on time, within budget, and with quality. They are part of the team now. Thanks, Mindy.

Nick D.
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Nick D.

Viu More, Belgium

Thanks to Mindy Support, the client has created an effective model that enables them to differentiate various types of waste. As a result, they've managed to annotate over 1,000 images within two weeks. The team is easy to work with — they're receptive to feedback, personable, and communicative.

Emma Schuster
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Emma Schuster

Sweatcoin, United Kingdom

Mindy Support mastered the role quickly and they meet all of the client's needs. They proactively seek feedback and are very responsive. Exhibiting great project management skills, they provide great service and have an effective workflow. Always available, the team is always on hand if needed.

Antoine S.
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Antoine S.

Kili Technology

The client has been pleased with Mindy Support's performance. The quality of their annotation and their speed of work have been impressive. Responsive and organized, they facilitate a seamless workflow, which encourages long-term partnership.

Tyler M.
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Tyler M.

Superb AI

The most impressive aspect of Mindy Support is their ability to combine speed with precision, all while maintaining cost efficiency. Their adeptness at quickly assimilating project requirements and delivering quality annotations within stringent deadlines is commendable and has been instrumental in our projects' success.

Rene Boiler
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Rene Boiler

OnRecruit, Netherlands

In our experience, Mindy Support offers a high return on investment. Many successful meetings with potential clients were won solely on the work they completed. On a personal note, it was a pleasure working with Tetiana and Evgenia, and certainly should we require their expertise in the future, Mindy Support will be the first business we speak to.

Alex C.
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Alex C.

YieldSystems

Mindy Support boasted more than 95% accuracy in data annotation, allowing them to flawlessly and efficiently execute their tasks. A dependable partner, they communicated effectively and remained punctual throughout. They provided accurate and cost-effective solutions for the client's software needs.

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    We have a minimum threshold for starting any new project, which is 735 productive man-hours a month (equivalent to 5 graphic annotators working on the task monthly).