A b o u t D M i n d
A b o u t D M i n d
A b o u t D M i n d
DMind is an open-source AGI research organization focused on next-generation digital finance. Driven by real market needs, DMind continuously releases open-source 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 organization focused on next-generation digital finance. Driven by real market needs, DMind continuously releases open-source 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 organization focused on next-generation digital finance. Driven by real market needs, DMind continuously releases open-source 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
DMind-3 LLMs
DMind-2 LLMs
DMind-1 LLMs
Crypto Benchmark
Overview
The DMind-3 series was conceived as a sovereign Edge-Local-Cloud intelligence stack designed to secure irreversible financial execution in Web3 environments against adversarial risks and strict latency constraints. It was born from the recognition that the most devastating risks in decentralized markets are systemic, where a single user action can traverse multiple smart contracts, trigger liquidation cascades, or expose funds to adversarial execution. To resolve the inherent tension between cloud-centric privacy failures and the limited ecosystem awareness of purely local solutions, DMind-3 moves beyond conventional assistants by decomposing capability into three cooperating layers with explicit trust boundaries.
In this complete cognitive architecture, **Nano** acts as a deterministic intent firewall at the edge to secure the present transaction, **Mini** operates as a private high-fidelity reasoning engine on user hardware to formulate immediate strategy, and the **DMind-3** cloud tier serves as a policy-governed global context synthesizer. By utilizing policy-driven selective offloading to route computation based on privacy sensitivity and uncertainty, the stack exploits global macro context without exporting private intent by default. Engineered as a comprehensive sovereign execution engine, DMind-3 provides institutional-grade foresight and deterministic safety as a core utility for developers, funds, and the advanced agent ecosystems built upon it.
LLM Performance Evaluation
DMind Benchmark
FinanceQA
AIME 2025
3 benchmarks: DMind Benchmark, FinanceQA, AIME2025
DMind-3 LLMs
DMind-2 LLMs
DMind-1 LLMs
Crypto Benchmark
Overview
The DMind-3 series was conceived as a sovereign Edge-Local-Cloud intelligence stack designed to secure irreversible financial execution in Web3 environments against adversarial risks and strict latency constraints. It was born from the recognition that the most devastating risks in decentralized markets are systemic, where a single user action can traverse multiple smart contracts, trigger liquidation cascades, or expose funds to adversarial execution. To resolve the inherent tension between cloud-centric privacy failures and the limited ecosystem awareness of purely local solutions, DMind-3 moves beyond conventional assistants by decomposing capability into three cooperating layers with explicit trust boundaries.
In this complete cognitive architecture, **Nano** acts as a deterministic intent firewall at the edge to secure the present transaction, **Mini** operates as a private high-fidelity reasoning engine on user hardware to formulate immediate strategy, and the **DMind-3** cloud tier serves as a policy-governed global context synthesizer. By utilizing policy-driven selective offloading to route computation based on privacy sensitivity and uncertainty, the stack exploits global macro context without exporting private intent by default. Engineered as a comprehensive sovereign execution engine, DMind-3 provides institutional-grade foresight and deterministic safety as a core utility for developers, funds, and the advanced agent ecosystems built upon it.
LLM Performance Evaluation
DMind Benchmark
FinanceQA
AIME 2025
3 benchmarks: DMind Benchmark, FinanceQA, AIME2025
DMind-3 LLMs
DMind-2 LLMs
DMind-1 LLMs
Crypto Benchmark
Overview
The DMind-3 series was conceived as a sovereign Edge-Local-Cloud intelligence stack designed to secure irreversible financial execution in Web3 environments against adversarial risks and strict latency constraints. It was born from the recognition that the most devastating risks in decentralized markets are systemic, where a single user action can traverse multiple smart contracts, trigger liquidation cascades, or expose funds to adversarial execution. To resolve the inherent tension between cloud-centric privacy failures and the limited ecosystem awareness of purely local solutions, DMind-3 moves beyond conventional assistants by decomposing capability into three cooperating layers with explicit trust boundaries.
In this complete cognitive architecture, **Nano** acts as a deterministic intent firewall at the edge to secure the present transaction, **Mini** operates as a private high-fidelity reasoning engine on user hardware to formulate immediate strategy, and the **DMind-3** cloud tier serves as a policy-governed global context synthesizer. By utilizing policy-driven selective offloading to route computation based on privacy sensitivity and uncertainty, the stack exploits global macro context without exporting private intent by default. Engineered as a comprehensive sovereign execution engine, DMind-3 provides institutional-grade foresight and deterministic safety as a core utility for developers, funds, and the advanced agent ecosystems built upon it.
LLM Performance Evaluation
DMind Benchmark
FinanceQA
AIME 2025
3 benchmarks: DMind Benchmark, FinanceQA, AIME2025
Providers
NanoGPT
Access ChatGPT and all other text and image models. Anonymous, private, pay-per-prompt using Nano, other crypto, or credit cards!
NanoGPT
Access ChatGPT and all other text and image models. Anonymous, private, pay-per-prompt using Nano, other crypto, or credit cards!
NanoGPT
Access ChatGPT and all other text and image models. Anonymous, private, pay-per-prompt using Nano, other crypto, or credit cards!
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.
