We Build Open-source Web3 AGI
About DMind
About DMind
About DMind
DMind is an open-source AGI research institution dedicated to exploring the intersection of AI and Web3. Driven by real market needs, DMind continuously releases open-source, Web3-focused products—including large language models, benchmarks, datasets, tools and more.
As an open research-driven community, DMind is powered by a collective of AI and Web3 enthusiasts, builders, and researchers. All of our works are fully open-source and released under permissive licenses, allowing individuals and enterprises alike to freely use, adapt, and build upon them to create new AI-native innovations.
DMind is an open-source AGI research institution dedicated to exploring the intersection of AI and Web3. Driven by real market needs, DMind continuously releases open-source, Web3-focused products—including large language models, benchmarks, datasets, tools and more.
As an open research-driven community, DMind is powered by a collective of AI and Web3 enthusiasts, builders, and researchers. All of our works are fully open-source and released under permissive licenses, allowing individuals and enterprises alike to freely use, adapt, and build upon them to create new AI-native innovations.
DMind is an open-source AGI research institution dedicated to exploring the intersection of AI and Web3. Driven by real market needs, DMind continuously releases open-source, Web3-focused products—including large language models, benchmarks, datasets, tools and more.
As an open research-driven community, DMind is powered by a collective of AI and Web3 enthusiasts, builders, and researchers. All of our works are fully open-source and released under permissive licenses, allowing individuals and enterprises alike to freely use, adapt, and build upon them to create new AI-native innovations.
Our Works
Web3 LLM
Web3 Benchmark
Overview
DMind Benchmark is a domain-specific evaluation suite designed to assess the capabilities of large language models in the Web3 context. Covering nine key categories—including Blockchain Fundamentals, Infrastructures, Smart Contracts, DeFi, DAO, NFT, Token Economics, Meme, and Security—the benchmark integrates multiple-choice and subjective tasks to evaluate both factual knowledge and advanced reasoning abilities.
The dataset comprises 1,917 expert-reviewed questions, emphasizing depth, breadth, and real-world relevance. By focusing on Web3-specific challenges, DMind Benchmark provides a rigorous and reliable framework for measuring LLM performance in this rapidly evolving domain.
Expertise and Methodology
1. Benchmark Expertise and Methodology
2. Expert-Validated Content
3. Multi-Dimensional Assessment
4. Data-Driven Design
5. Comprehensive Coverage
Normalized Model Performance in Web3
Web3 LLM
Web3 Benchmark
Overview
DMind Benchmark is a domain-specific evaluation suite designed to assess the capabilities of large language models in the Web3 context. Covering nine key categories—including Blockchain Fundamentals, Infrastructures, Smart Contracts, DeFi, DAO, NFT, Token Economics, Meme, and Security—the benchmark integrates multiple-choice and subjective tasks to evaluate both factual knowledge and advanced reasoning abilities.
The dataset comprises 1,917 expert-reviewed questions, emphasizing depth, breadth, and real-world relevance. By focusing on Web3-specific challenges, DMind Benchmark provides a rigorous and reliable framework for measuring LLM performance in this rapidly evolving domain.
Expertise and Methodology
1. Benchmark Expertise and Methodology
2. Expert-Validated Content
3. Multi-Dimensional Assessment
4. Data-Driven Design
5. Comprehensive Coverage
Normalized Model Performance in Web3
Web3 LLM
Web3 Benchmark
Overview
DMind Benchmark is a domain-specific evaluation suite designed to assess the capabilities of large language models in the Web3 context. Covering nine key categories—including Blockchain Fundamentals, Infrastructures, Smart Contracts, DeFi, DAO, NFT, Token Economics, Meme, and Security—the benchmark integrates multiple-choice and subjective tasks to evaluate both factual knowledge and advanced reasoning abilities.
The dataset comprises 1,917 expert-reviewed questions, emphasizing depth, breadth, and real-world relevance. By focusing on Web3-specific challenges, DMind Benchmark provides a rigorous and reliable framework for measuring LLM performance in this rapidly evolving domain.
Expertise and Methodology
1. Benchmark Expertise and Methodology
2. Expert-Validated Content
3. Multi-Dimensional Assessment
4. Data-Driven Design
5. Comprehensive Coverage
Normalized Model Performance in Web3
Providers
OpenRouter
OpenRouter provides a unified API that gives you access to hundreds of AI models through a single endpoint, while automatically handling fallbacks and selecting the most cost-effective options. Get started with just a few lines of code using your preferred SDK or framework.
OpenRouter
OpenRouter provides a unified API that gives you access to hundreds of AI models through a single endpoint, while automatically handling fallbacks and selecting the most cost-effective options. Get started with just a few lines of code using your preferred SDK or framework.
OpenRouter
OpenRouter provides a unified API that gives you access to hundreds of AI models through a single endpoint, while automatically handling fallbacks and selecting the most cost-effective options. Get started with just a few lines of code using your preferred SDK or framework.
