Model Fine Tuning with - Human in the Loop (HITL)

Integrate human feedback into your ML model fine-tuning process to enhance accuracy, domain relevance, coherence and minimize hallucination. 

Key Benefits of Fine-Tuning with Human Review

Enhanced Accuracy

Coherent & Relevent Output

Higher Model Reliability

Domain Adaptation

Edge Case Handling

Minimized Hallucination

Our Approach to Integrate Human Review in Model Fine-Tuning

We enable our customers to fine tune AI models with expert human feedback, review and correction, enhancing model accuracy, coherence and relevance.

Key Services Provided by Our Experts

With our Human-in-the-Loop (HITL) fine tuning services, our experts enable you to harness real power of your data, our expertise and human insights to produce AI/ML models that generate superior quality output.

Human Review & Correction

We provide structured review of model outputs, generating high-quality correction data that rectifies biases, inaccuracies, and contextual gaps. This feedback loop enables you to fine-tune models for precise, relevant, and trustworthy output.

Data Enrichment by Expert Annotation

Our experts identify gaps and enrich your model training data with high-quality annotations. This enables you to train and fine-tune AI models for accuracy and relevance, resulting in reliable outcomes as per pre-specified objectives.

Contextual Evaluation of Model Output

With our contextual evaluation services, we deliver expert analysis of model outputs, focusing on relevance, tone, and domain alignment. This helps you with fine-tuning models for enhanced domain accuracy and reduced hallucinations.
 

Preference Scoring & Ranking

Our human evaluators rank model outputs by preference and score response quality. This prioritized ranking and scoring allow the model to be fine-tuned to align with nuanced human preferences.

Content Curation Services

With our content curation service, human experts review and refine AI-generated content. This curated content can be used to fine-tune the model, enhancing the fluency, accuracy, and coherence of its output.

Adversarial/Edge Case Testing

We provide testing services to refine model output for adversarial scenarios. By testing model output for edge cases, we uncover vulnerabilities and enhance resilience for diverse scenarios.

Get Started Today

1. Contact Us

Reach out to us via phone, email or contact us form protected by NDA. Our team will understand your needs and schedule a consultation with our experts.

2. Get a Consultation

Discuss your needs with our experts and get a free consultation on technical feasibility, complexity, business viability, and key outcome assessment for your project.

3. Estimate Budget

Based on your discussion with our experts, we will share a high level solution, budget, timelines estimate and our proposal to your project.

4. Kickoff Project

Once we mutually sign off the proposal, scope of work, budget, timelines etc., our team will kickstart your work in the agreed engagement model.

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Let’s create something extraordinary together

Schedule a free consultation with our team and let’s make things happen!