Backed by abundant expert resources and our in‑house teams, we provide one‑stop LLM data services including SFT, RLHF and LLM evaluation.
LLM Data Service Capabilities
Catering to general & vertical LLM scenarios, we provide custom multi‑modal, multilingual, multi‑dimensional LLM data services covering aesthetics, coding, STEM, finance, healthcare and legal sectors.
RLHF Annotation
RM Annotation
SFT Annotation
Sentiment Judgement
Query Rewriting
Code Annotation
Aesthetics Annotation
Legal Annotation
Dialogue Tuning
LLM Evaluation
Application Scenarios
Machine Translation
Text Summarization
Intelligent Q&A
Content Creation
Personalized Learning
Medical‑aided Diagnosis
Financial Risk Assessment & Prediction
Game Development & Production
Quickly and accurately translate text between different languages.
Automatically extract key information from long texts to produce concise summaries.
Powering intelligent customer service and Q&A systems to understand user questions and provide precise answers.
Automatically generate text across diverse domains and scenarios, with copy in multiple styles.
Create personalized learning materials such as practice exercises, study guides and knowledge‑point explanations tailored to students’ progress and requirements.
Provide physicians with reference for diagnostic suggestions and treatment plans by analyzing large volumes of medical literature, record data and more.
Assess and forecast financial market risks to support decision‑making for investors and financial institutions by processing large‑scale financial datasets, news and market trends.
Support game storywriting, character dialogue and quest design to enrich game content and player experience.
Service Advantages
Extensive Project Expertise
Extensive Project Expertise
With years‑accumulated industry insights and deep vertical‑scenario data understanding, we deliver proven LLM annotation experience across general‑purpose models, vertical‑domain models and subject‑based education projects.
Efficient & High‑Quality
Efficient & High‑Quality
Backed by in‑house facilities and long‑standing industry experience, our mature annotation‑QC workflows enable fast delivery of high‑quality data. Rigorous data procedures guarantee end‑to‑end security and compliance.
Independent Expert Team
Independent Expert Team
Our in‑house LLM annotation expert team of nearly 100 professionals, all graduated from top Chinese universities, brings multi‑disciplinary expertise such as English, computer science, finance and more to deliver comprehensive LLM data services.
Extensive Project Expertise
Extensive Project Expertise
With years‑accumulated industry insights and deep vertical‑scenario data understanding, we deliver proven LLM annotation experience across general‑purpose models, vertical‑domain models and subject‑based education projects.
Efficient & High‑Quality
Efficient & High‑Quality
Backed by in‑house facilities and long‑standing industry experience, our mature annotation‑QC workflows enable fast delivery of high‑quality data. Rigorous data procedures guarantee end‑to‑end security and compliance.
Independent Expert Team
Independent Expert Team
Our in‑house LLM annotation expert team of nearly 100 professionals, all graduated from top Chinese universities, brings multi‑disciplinary expertise such as English, computer science, finance and more to deliver comprehensive LLM data services.