Introducing Theia: The intelligent entry point for omnichain data

We are thrilled to announce the official launch of Chainbase’s latest milestone: Theia! This release marks a significant step forward in building a foundational model for the Web3 industry.

The crypto world is built on large and rapidly expanding blockchain data, which includes enormous knowledge and underlying opportunities. Chainbase continues to extract, record, and compile all of this data, summarizing it for downstream users. However, a fundamental and long-standing issue is that the massive hidden knowledge contained within crypto data cannot be efficiently structured using database and limited human efforts. Web3 users continue to face the issue challenge of easily accessing and interpreting this knowledge.

Theia is an 8-billion-parameter model trained using Chainbase’s extensive on-chain data, fine-tuned to provide unparalleled performance. Theia aims to interpret tremendous on-chain dark knowledge to comprehensive intelligence for humans in a trustworthy fashion. It is achieved by distilling knowledge from both language models and Chainbase omnichain data network via model training. TheiaChat - the first chatbot we present, serves as a vital entry point for users to interact with the Chainbase Network Testnet. Through TheiaChat, users can easily access and utilize various resources and services within the Chainbase network.

Chainbase is creating a Crypto World Model on the Chainbase omnichain data network. This Crypto World Model aims to translate massive on-chain dark information into comprehensive intelligence for humans in a trustworthy manner. Our model training extracts knowledge from both language models and the Chainbase omnichain data network, by leveraging a Decentralized Weight-Decomposed Low-Rank Adaptation ($$D^2ORA$$) that breaks down the large language model into a magnitude vector ($$M_c$$) and directional matrix ($$D_c$$) - multiplied together to generate a paramter matrix outlining all possiblities. Decentralized training ensures data confidentiality, model robustness, and result transparency. Crypto knowledge is condensed into a crypto-oriented matrix that is independent of LLM, allowing it to be augmented with future data or on-chain operations to become an all-around Web3 expert resource.

For each result, Theia provides a comprehensive reasoning chain, producing transparent and trustworthy results. It learns crypto patterns from vast on-chain and off-chain data, as well as causal reasoning. Theia comprises a powerful LLM parameter matrix that runs alongside the crypto-oriented parameter matrix. We use Retrieval-Augmented Generation (RAG) to connect Theia to the real-time omnichain data network and an Internet AI reader in order to deliver up-to-date intelligence with reliable arguments. Users can create task-specific AI models on it.

Moreover, utilizing community feedback and participation, Theia continuously enhances its capabilities through Reinforcement Learning from Human Feedback (RLHF). This results in improved and optimized performance, making Theia more intelligent and precise in its service to users.

Theia is the next-generation Crypto World Model, derived from model training with the ($$D^2ORA$$) algorithm and crypto patterns summarized by machine intelligence. It will provide transparent and trustworthy knowledge to Web3, shining a light on the dark knowledge of the crypto world. It has the following features:

1. Intelligent Data Query: Theia allows users to perform data queries using natural language without the need for complex coding. Users simply input their questions, and Theia quickly returns accurate answers, therefore greatly enhances data accessibility.

2. Comprehensive Data Coverage: Leveraging Chainbase’s extensive on-chain data resources, Theia covers transaction data, smart contracts, NFTs, and more, meeting the diverse data needs of users.

3. Efficient Data Analysis: Equipped with multiple data analysis models, Theia supports in-depth analysis and query results mining, helping users to discover patterns and trends in the data.

4. User-Contributed Data and Model Improvement: As a community-driven model, every user can contribute to Theia’s improvement by interaction and providing feedback. With RLHF, Theia continuously optimizes its performance, offering more intelligent and personalized services.

5. Data Interaction Recording and Security: Every interaction with Theia is recorded on the Chainbase Network Testnet. This ensures data transparency and traceability, providing a secure environment to protect user data.

We warmly invite all users interested in Web3 and blockchain data to join the Theia exploration journey. Now you can experience the magic of Theia by using TheiaChat Alpha, which is just an alpha version chatbot designed to showcase the basic capabilities of Theia. Through TheiaChat, you will experience an unprecedented way of querying and analyzing data, gaining deep insights into every corner of the Web3 world.

The Theia Model API is still in the internal testing phase, and limited access can be provided upon application. Join our waiting list to stay in sync. During the waiting period, everyone is invited to join us:

• Experience TheiaChat Alpha Now: Whether you are a blockchain enthusiast, data analyst, or developer, you can experience this revolutionary model power here.

• Join Community Discussions: Engage with our community on Discord to share your experiences and feedback with other users and developers.

• Contribute and Improve: By interacting with TheiaChat and providing feedback, you can help us continually optimize and enhance the model’s performance and intelligence.

Chainbase is the world's largest omnichain data network designed to integrate all blockchain data into a unified ecosystem, providing an open and transparent data interoperability layer for the AI era. It has designed a novel dual-chain technology architecture that bridges the programmability and composability of crypto data, which supports high throughput, low latency, and eventual determinism, as well as higher cybersecurity through a dual staking model.

Chainbase attracts more than 15,000 developers and data scientists, and the 8,000 applications built on it form a vibrant ecosystem. People can now freely access and train data models to integrate predictions, analytics and insights into their applications.

🔗 Links:

• Website: https://chainbase.com/

• Discord: https://discord.gg/chainbase

• Documents: https://docs.chainbase.com/

• Twitter: https://twitter.com/ChainbaseHQ

• Github: https://github.com/chainbase-labs