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Customized Solution
Support for customized large model requirements
Data Extraction
Proprietary data collection, information extraction and distillation
Data Cleaning
Open-source data cleansing and structuring
Data Annotation
Data labeling toolset for large language model data training tasks
RLHF
Alignment of models for human purposes
LLM Model Fine-Tuning
Model performance evaluation and optimization
Fuel Your LLMs with
Best-in-Class Quality Data
The success of Large Language Models hinges on data. No data, no models. Data can be sourced from open repositories, freely accessible from platforms like online forums and digital encyclopedias. However, the key lies in proprietary data: confidential corporate databases, libraries, and more, without which it's impossible to fine-tune large models or tailor foundation models to meet the varied needs of individual businesses. BasicAI provides a one-stop solution to resolve all your data challenges in LLM training.
200TB+
Open-source Datasets
3 Million +
RLHF Records
10,000+
SFT Instruction Sets
100+
Multimodal Datasets
1 Billion +
Tokens
5 Million +
Books Derived Distilled Dataset
Data-Driven Success in
Large Language Model Training
Data Cleaning and Extraction
Get clean, high-quality data where issues like missing or inconsistent entries, duplicates, and irrelevant information are identified and rectified. Extract meaningful structured information, such as entities, attributes, relationships, and events, from unstructured or semi-structured text. Benefit from data that's converted into a format optimized for storage, retrieval, and analysis, thereby uncovering hidden knowledge and patterns within your text.
Reinforcement Learning from Human Feedback
Receive sets of prompts along with expected outputs. Gain access to a larger dataset that captures human preferences, created by ranking multiple responses generated by Supervised Fine Tuning (SFT) models according to their relevance. Benefit from continuous improvement in model performance through human feedback that assigns scores to the outputs of the Proximal Policy Optimization (PPO) model.
Conversations Construction and Evaluation
Obtain high-quality multi-turn dialogue datasets, tailored to various application scenarios and tasks. Benefit from diverse evaluation methods and metrics that assess the continuous dialogue capabilities of smart chatbots. Gain confidence in the chatbot's ability to assist users in acquiring information or services and resolving their issues through these evaluations.
Model Fine-Tuning and Evaluation
Monitor quality in deployed applications and models that are aligned to meet specific business requirements. Utilize a consistent benchmark for performance comparison, examining key metrics such as precision, recall, or F1 score across varied models. Get continuous improvement through objective feedback and expedited fine-tuning of pre-existing LLM models for swift, effective, and human-like responses.
Multimodal Data Annotation for the Next Generation Language Models
Navigate the future of Generative AI with our multimodal training data services and platform. Enrich your Large Language Models (LLMs) with labeled data spanning text, images, videos, and audio. Streamline the process of data collection, cleaning, labeling, and verification to pave the way for more interactive and engaging user experiences.
Large Language Models and Generative AI Use Cases
Customer Service Chatbots
Many businesses use AI-powered chatbots to provide 24/7 customer service, answering FAQs, resolving issues, and routing complex queries to human operators. BasicAI's data solutions can provide high-quality, diverse conversational datasets that help train AI models to understand and respond effectively to a wide range of customer queries, enhancing the performance of customer service chatbots.
Content Generation
Generative AI is extensively used for generating digital content, such as blog posts, social media posts, and product descriptions. It helps save time, improve efficiency, and maintain a consistent brand voice. By providing a vast corpus of categorized and structured text data, BasicAI facilitates the training of AI models to generate content that is contextually relevant, grammatically correct, and stylistically consistent.
TheAI Essential for Your Large Language Models
Scalable Resources
A vast array of data resources and the capacity to process large volumes of data efficiently
Domain Expertise
A team of experts specialized in major languages and domains, ensuring accurate and relevant data
Compliances & Security
Adhering to GDPR and certified with ISO 27001 and ISO 9001 to ensure customer data security and privacy
Custom Solutions
Tailored data solutions enhancing the utility and effectiveness of LLMs for specific business goals
Trusted by Thousands of Our Global Partners
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