Pre-training
We begin by meticulously collecting and cleaning datasets to lay a robust foundation for model training. With access to vast corpora from diverse internet and our in-house sources, comprising trillions of words, we ensure your models are built on reliable and comprehensive data.
Fine-tuning
Fine-tuning your models requires precision and attention to detail. Our team excels at generating, moderating, and categorizing prompts and instructions, as well as verifying the validity of prompt-response pairs. With a small yet high-quality dataset, comprising approximately 100 data points, we refine your models to perfection.
RLHF
Harnessing the power of reinforcement learning, we leverage human feedback to enhance model performance. By comparing model outputs and generating tailored prompts and instructions, we create a dynamic feedback loop. With datasets featuring millions of data points, we continuously optimize your models based on real-world feedback.
Evaluation
Evaluation is integral to ensuring model quality and effectiveness. At PhrasIQ, we engineer prompts, conduct thorough human evaluations, and moderate model outputs to maintain high standards. Through a continuous feedback loop, we refine and improve your models, ensuring they meet your evolving needs and expectations.
Automated Data Labeling with LLMs and Humans
Craft the perfect data pipeline by harnessing the power of Large Language Models (LLMs), our trained crowd, and domain experts to achieve optimal price, quality, and throughput.
Automated Data Labeling with LLMs
Human Expertise and Domain Knowledge
Human Expertise and Domain Knowledge
Harness the efficiency and scalability of Large Language Models (LLMs) to automate data labeling tasks. PhrasIQ leverages state-of-the-art AI technology to process vast amounts of data swiftly, ensuring high throughput and cost-effectiveness while maintaining quality.
Human Expertise and Domain Knowledge
Human Expertise and Domain Knowledge
Human Expertise and Domain Knowledge
Complement the capabilities of LLMs with human expertise and domain knowledge. PhrasIQ's trained crowd consists of skilled annotators and domain experts who contribute valuable insights, ensuring accuracy and relevance in data labeling tasks specific to your project's requirements.
Optimal Price-Performance Ratio
Human Expertise and Domain Knowledge
Tailored Solutions for Unique Needs
Achieve the perfect balance between price, quality, and throughput in your AI projects. PhrasIQ offers competitive pricing models tailored to your budget while delivering superior quality results. Our efficient data pipeline, powered by LLMs and human expertise, maximizes value for your investment.
Tailored Solutions for Unique Needs
Human Expertise and Domain Knowledge
Tailored Solutions for Unique Needs
Customize your data labeling pipeline to address the unique needs of your LLM AI and RLHF projects. PhrasIQ collaborates closely with clients to understand their goals and challenges, designing bespoke solutions that optimize performance and deliver actionable insights efficiently.
Conversational & Generative AI
Conversational & Generative AI
Conversational & Generative AI
Harness conversational AI for engaging user experiences with our tailored data collection services. Leverage our expertise in Generative AI to create custom content that aligns with your objectives and enhances your NLP applications.
Computer Vision
Conversational & Generative AI
Conversational & Generative AI
Elevate retail experiences and enhance security with our customized data collection services for computer vision projects. From AR applications to fraud detection algorithms, our expertise ensures optimized retail experiences and improved security measures tailored to your goals.
Inventory Data
Conversational & Generative AI
Inventory Data
Efficiently categorize products and enhance your retail presence with our tailored catalog services. Our data collection services streamline product categorization, accurate image annotation, and taxonomy design, ensuring a seamless shopping experience for your customers and driving sales.
Location Data
Conversational & Generative AI
Inventory Data
Unlock valuable insights into customer behavior and optimize operations with our mobile location data services. Our tailored data collection services provide accurate, geo-specific data for improved route planning, informed warehouse location decisions, and enhanced delivery services, maximizing operational efficiency.