RLHF SERVICES

With EXPERT FEEDBACK

Utilize reinforcement learning from human feedback with iMerit domain experts to fine-tune and improve model performance.

RLHF PROCESS

RLHF enables training of machine learning models by human evaluators to improve performance. Instead of relying solely on predefined rules or datasets, the model learns by optimizing for actions that receive positive reinforcement from humans with domain expertise.

LABEL

Experts rank model outputs based on custom criteria and guidelines

REVIEW

Tasks reviewed by secondary expert with relevant skill set

LOGIC GATE

Sample set of labeled and reviewed data is automatically routed to client for review

CLIENT AUDIT

Client reviews quality by auditing a sample of the tasks and rejected tasks sent back to review

"iMerit's RLHF services have significantly improved our AI models, delivering precise and reliable results that exceed our expectations. "

VP , Data Science & Analytics

CASE STUDY

RLHF FOR CO-PILOT

IMPROVING CO-PILOT CONVERSATIONS

Leading professional social network partnered with iMerit to develop a conversational AI co-pilot for job seekers.

iMerit sourced domain experts to evaluated the co-pilot responses and rate overall conversations base on criteria of: responsibility, accuracy, coherence, value and style. By leveraging iMerit’s expertise in RLHF, this client’s model provided high-quality, relevant, and helpful responses to users that aligned with the company’s ethical standards and responsible AI practices.

IMPROVE MODEL OUTPUTS

WITH REINFORCEMENT LEARNING FROM HUMAN FEEDBACK (RLHF)

iMerit provides a range of Reinforcement Learning from Human Feedback (RLHF) services including:

SOURCE EXPERTISE

Employ experienced domain and data specialists across modalities for your generative AI projects.

QC & DATA CORRECTION

Assess and categorize model outputs with custom scoring parameters for adjustments.

MODEL ALIGNMENT

Ensure model outputs align with policies and objectives for greater precision and accuracy.

RLHF AUTOMATION

Deploy human-in-the-loop processes and automation with the iMerit Ango Hub platform.

AUDIT AND QUALITY CONTROL

OF GENERATIVE AI OUTPUTS

iMerit’s expert teams can perform comprehensive audits and quality control on the outputs of Generative AI systems. Utilize workflow tools and APIs on the iMerit Ango Hub platform to integrate your Generative AI models, ensuring rigorous quality assurance and efficiency.


MORE SERVICES

1
PROMPT & RESPONSE GENERATION

Improve the precision of your LLM by creating a diverse set of prompts and responses pairings

2
RAG FINE TUNING

Optimizes retrieval augmented generation models by refining their ability to leverage external knowledge bases, enhancing the relevance and accuracy of generated responses

3
RED TEAMING SERVICES

Identify vulnerabilities, biases, and harmful outputs of large language models through adversarial testing, robustness checks, scenario simulations,, and safety assessments

Getting
Started!

The need for generative AI training data services has never been greater. iMerit combines the best of predictive and automated technology with world-class subject matter expertise to deliver the data you need to get to production, fast.

Contact us