Data Labeling for Large Language Models
Power your LLM development with expert data labeling services backed by 5+ years of experience. From pre-training to evaluation, we provide the high-quality datasets needed for successful language model deployment.
Axonate Tech combines technical expertise, quality assurance, and scalable infrastructure to deliver training data that drives LLM performance and reliability.
Power Your LLM
LLM Data Services
Comprehensive data solutions for every stage of LLM development
Pre-training & Data Labeling
Large-scale corpus preparation and annotation for foundational LLM training.
- ✓Web scraping and curation
- ✓Data cleaning and filtering
- ✓Format standardization
- ✓Quality verification
- ✓Multilingual datasets
Supervised Fine-tuning
Task-specific dataset creation for instruction following and domain adaptation.
- ✓Instruction-response pairs
- ✓Domain-specific examples
- ✓Format compliance
- ✓Expert annotation
- ✓Multi-turn conversations
RLHF Data Generation
Human preference data for aligning model outputs with desired behaviors.
- ✓Response ranking
- ✓Preference comparison
- ✓Quality assessment
- ✓Safety evaluation
- ✓Bias detection
Data Augmentation
Expanding training datasets through synthetic generation and transformation.
- ✓Paraphrasing
- ✓Back-translation
- ✓Contextual variations
- ✓Edge case generation
- ✓Adversarial examples
Model Evaluation
Comprehensive testing and benchmarking across diverse tasks and domains.
- ✓Accuracy assessment
- ✓Bias testing
- ✓Safety evaluation
- ✓Performance benchmarks
- ✓Human evaluation
What Sets Us Apart
Extensive Experience
5M+ hours of AI training data generation with proven expertise across LLM projects.
Quality & Scale
Consistent quality at scale with 1500+ trained annotators and robust QA processes.
Compliance
GDPR, CCPA, and industry-specific regulatory compliance with security certifications.
Speed
Rapid turnaround with parallel processing and efficient workflow management.
Training Data Types
Conversational Data
Multi-turn dialogues, Q&A pairs, and chat interactions for conversational AI training.
Instruction Data
Task instructions with expected outputs for instruction-following model training.
Text Corpus
Large-scale text collections across domains, languages, and formats for pre-training.
Domain Knowledge
Specialized content in medicine, law, finance, science, and technical fields.
Code & STEM
Programming languages, mathematical reasoning, and scientific problem-solving data.
Multilingual Data
Training data in 35+ languages with cultural context and regional variations.
Our LLM Data Process
Requirements
Define objectives, domains, and quality criteria
Data Collection
Gather and curate relevant source materials
Annotation
Expert labeling with quality control
Validation
Multi-tier review and consistency checks
Delivery
Formatted datasets with documentation
LLM Applications
Conversational AI
Training data for chatbots, virtual assistants, and customer service systems with natural dialogue patterns.
Content Generation
Datasets for writing assistants, creative tools, and automated content creation across formats.
Search & Retrieval
Query-document pairs and relevance judgments for semantic search and information retrieval systems.
Translation
Parallel corpora and multilingual datasets for machine translation and localization.
Analysis & Insights
Training data for extractive and abstractive summarization, sentiment analysis, and data interpretation.
Code Generation
Programming examples, documentation, and problem-solution pairs for code-focused LLMs.
Why Choose Axonate Tech
Expert Annotators
Certified workforce with domain expertise across technical, medical, legal, and business fields. Rigorous training ensures consistent, high-quality annotations that meet your specific requirements.
Iterative Process
Continuous feedback loops and quality improvement cycles. We work closely with your team to refine guidelines, address edge cases, and optimize dataset quality throughout the project lifecycle.
Global Coverage
Geo-diverse team providing multilingual support and culturally-aware annotations across 35+ languages. Native speakers ensure authentic, contextually appropriate training data.
Proven Track Record
5M+ hours of experience delivering training data for leading AI companies and research institutions. Measurable improvements in model performance, accuracy, and user satisfaction.
Ready to Build World-Class LLMs?
Partner with Axonate Tech for expert LLM data labeling that powers next-generation language models. Quality, scale, and compliance guaranteed.