HyperAI

Latest AI news and updates from around the world

Chen Tianqi: In the Agent Era, How Should We Rethink AI Compilers?

Chen Tianqi shared the current development direction of the TVM open source community and had in-depth exchanges with the audience.

3 months ago

Agent

Artificial Intelligence

Machine Learning

Deep Learning

Online Tutorial | ProteinGym #1! VenusREM Uses "search Enhancement" to Predict the Impact of Protein Mutations and Accelerate Protein design.

VenusREM is now available on the HyperAI tutorial section. Follow the tutorials to complete the entire process from environment configuration and model deployment to mutation effect prediction and result visualization.

3 months ago

Artificial Intelligence

Machine Learning

Deep Learning

Biopharmaceuticals

The Beijing Academy of Artificial Intelligence (BAAI) Proposed the Triton-TLE Layered Language Extension and Achieved a Hundredfold Automatic Tuning Speedup Through FlagTree Compilation optimization.

Guo Hui and Xiao Hang, researchers at BAAI AI Compiler, introduced a series of explorations conducted by the FlagTree team around Triton.

3 months ago

Agent

Artificial Intelligence

Machine Learning

Deep Learning

The First Standardized Benchmark for Protein Mutation Ranking in LLM! A Harvard University Team Proposes PG-LLM, Which Evaluates 13 Mainstream Models and 95 Specialized Models in One go.

A research team from Harvard University and Capable proposed a PG-LLM benchmark built on the ProteinGym dataset.

3 months ago

AI for Science

Artificial Intelligence

Machine Learning

Deep Learning

Algorithm

Online Tutorial | Achieving Raw Image Editing With 4B Parameters: Microsoft Open-Sources Mage-Flow, Enabling Second-Level Image Inference and Supporting Up to 2048 Resolution

Mage-Flow is now available on HyperAI (hyper.ai), helping developers experience high-quality image generation and editing at a lower cost. Interested users can explore it with a single click!

3 months ago

Artificial Intelligence

Machine Learning

Deep Learning

Computer Vision

The U.S. Geological Survey Has Proposed the DAS Earthquake Early Warning Model, Which Uses 4-second P-wave Strain Data to Rapidly Classify Moderate to Strong earthquakes.

A research team from the U.S. Geological Survey has bypassed the traditional approach of "locating the earthquake first and then estimating its magnitude" and proposed a binary magnitude classification method based on machine learning.

3 months ago

Artificial Intelligence

Machine Learning

Deep Learning

One Day to Go! Zhiyuan, TileRT, Tencent, Huawei, and Zhiyuan Innovation Gather to Explore multi-level Collaborative Optimization of AI compilation.

The 9th Meet AI Compiler event will officially begin tomorrow at 13:30. See you there!

3 months ago

MiniCPM-RobotManip, With Its 1.5 Billion Parameters, Is Officially Open-sourced; NVIDIA Releases the full-modal Model Cosmos3-Edge, Covering Text, Images, Videos, and Motion sequences.

7.25-7.30
Weekly Highlights

3 months ago

Artificial Intelligence

Machine Learning

Deep Learning

Natural Language Processing

Computer Vision

Dataset Compilation | From Competition Math to Tool Applications: 9 Open-Source Math Datasets From MIT, NVIDIA, Huazhong University of Science and Technology, etc., Covering CoT, Multimodal Reasoning, and Long-Chain Thinking Training

The dataset is now available on HyperAI, helping researchers and developers quickly explore training, evaluation, and applications.

3 months ago

Artificial Intelligence

Reinforcement Learning

Deep Learning

Online Tutorial | Run Agents Without Billions of Parameters! Boss Zhipin's Nanbeige Lab Open Sources Nanbeige 4.2-3B, Giving Small Models a "Brain"

Nanbeige 4.2-3B is now available on HyperAI (hyper.ai), helping developers explore native intelligent agent applications at a lower cost. Interested users can explore it with one click!

3 months ago

Artificial Intelligence

Deep Learning

Based on Large Model Inference and the Use of the MCP Tool, AI X-ray Scientists at Stanford University Autonomously Completed single-crystal Diffraction Alignment at a Synchrotron Radiation source.

A team from Stanford University and others developed an "AI X-ray scientist" system and deployed it on a real beamline at the Stanford synchrotron radiation source.

3 months ago

Artificial Intelligence

Machine Learning

Text/LaTeX/HTML Tables All in One Step! OvisOCR2 Achieves end-to-end Intelligent Document Parsing; 14,000+ Element Annotations, Tens of Thousands of Language Commands! Voxel51 Releases the SceneFun3D Indoor Scene micro-interaction dataset.

7.18-7.24
Weekly Highlights

3 months ago

Artificial Intelligence

Machine Learning

Deep Learning

Natural Language Processing

Computer Vision

Online Tutorial | Compress a 27B Large Model to 7.2GB! Ternary-Bonsai Uses "ternary Magic" to Make Large Models Run on Personal computers.

Ternary-Bonsai-27B is now available on HyperAI (hyper.ai), supporting one-click deployment and quick access. Give it a try!

3 months ago

Artificial Intelligence

Machine Learning

Deep Learning

Natural Language Processing

Argonne National Laboratory in the United States Proposed ChemGraph, Which Uses 13 Benchmark Tests to Evaluate the Value of Agents in the Field of Computational chemistry.

A research team at Argonne National Laboratory in the United States has proposed a smart agent system called ChemGraph, driven by a large language model.

3 months ago

Agent

LLM

Artificial Intelligence

Deep Learning

Online Tutorial | Load ComfyUI Workflow With One Click: Master AI Drawing Without Writing a Single Line of Code

The HyperAI (hyper.ai) tutorial section now includes ComfyUI workflow and ComfyUI × Wan 2.2 model resources. Deploy your model with a single click!

3 months ago

Artificial Intelligence

Image Generation

Image-to-Video

Video Generation

Based on Training With Over 10,000 Tumor Samples, Harvard Medical School and Others Proposed COMPASS, a pan-cancer Basic Model, Which Outperforms 22 Existing Methods on average.

A research team from Harvard Medical School, Roche Pharmaceuticals, and Zhejiang University has proposed a pan-cancer basic model called COMPASS.

4 months ago

Artificial Intelligence

Machine Learning

Deep Learning

Google Releases TabFM-1.0.0-PyTorch: a zero-shot Prediction Model Designed for Mixed Tabular Data; NVIDIA open-sources Multinational Synthetic Character Dataset, With Tens of Millions of Characters available.

7.11-7.17
Weekly Highlights

4 months ago

Artificial Intelligence

Diffusion Model

Dataset

Deep Learning

Dataset Summary | NVIDIA Open Sources Nemotron Datasets: Over 10TB of Tokens + 40M Training Samples, Covering Mathematical Reasoning, Code Generation, and Multilingual dialogue.

Training data is becoming a key variable in the competition for large models. When the number of parameters is no longer the sole barrier, the quality, structure, and task suitability of the data begin to determine the model's true performance in inference, coding, and interaction. NVIDIA's Nemotron series of datasets are built precisely to meet this trend [...]

4 months ago

Artificial Intelligence

Code Generation

Dataset

Deep Learning

RNA Structure Prediction Rivals AlphaFold 3! A Virginia Tech Team Proposes RNAbpFlow, Which Is Completely Independent of Evolutionary information.

A team from Virginia Tech has developed an SE(3) isovariant flow matching model, RNAbpFlow, based on sequence and base pair conditions.

4 months ago

Transformer

Artificial Intelligence

Deep Learning

Early Bird Tickets Countdown! The AI Compiler Technology Salon in Beijing Is Coming!

The 9th Meet AI Compiler technical salon will be held on August 1st in Zhongguancun Science City, Haidian District, Beijing.

4 months ago

Artificial Intelligence

Online Tutorial | Even a Small 9B Model Can Achieve Complex Reasoning: Based on Qwen 3.5-9B, Qwythos Integrates Claude's Reasoning Experience to Achieve a Leap in Capabilities

HyperAI (hyper.ai) has compiled relevant model resources to help developers deploy models. Interested users can try it out with a single click!

4 months ago

Agent

Artificial Intelligence

Multimodal

OCR Tutorial Compilation | Covering Long Documents, End-to-end, and multi-language Scenarios, Featuring high-performance open-source Models From Baidu, Xiaohongshu, Huazhong University of Science and Technology, and Others for Different Scenarios, Enabling Accurate Multimodal Document parsing.

The tutorial section of HyperAI's official website (hyper.ai) has launched several high-quality open-source OCR models.

4 months ago

OCR

Artificial Intelligence

Multimodal

ICML 26 Outstanding Papers: Tsinghua JustGRPO Overcomes the dLLM Inference Bottleneck; Say Goodbye to Simple Instruction Tests: Agents Last Exam Comprehensively Evaluates the long-range Professional Capabilities of Intelligent agents.

7.04-7.10
Weekly Highlights

4 months ago

Artificial Intelligence

Reinforcement Learning

Machine Learning

Deep Learning

Technical Salon | Zhiyuan, TileRT, Tencent, Huawei, and Zhiyuan Innovation Gather in Beijing to Focus on AI Compilation multi-level Optimization practices.

The 9th Meet AI Compiler technical salon will be held on August 1st in Zhongguancun Science City, Haidian District, Beijing.

4 months ago

Artificial Intelligence

HyperAI New Feature Launched | Configuring Environment Variables and Secret Variables for Computing Containers

HyperAI (hyper.ai) has now officially launched the feature to configure "environment variables and secret variables" for computing containers.

4 months ago

Artificial Intelligence

OpenAI Releases GeneBench-Pro, Which Assesses AI Research Capabilities Across 129 Questions and 10 domains.

The OpenAI research team recently proposed an updated version of GeneBench, GeneBench-Pro, which covers a wider range of industry and academic fields.

4 months ago

Artificial Intelligence

Dataset

Deep Learning

Dataset Compilation | AI Agent Evaluation Datasets: 10 Datasets Released by Microsoft, Peking University, HKU, Shanghai Jiao Tong University, etc., Covering Everything From long-range Memory to real-world Task execution.

This article compiles 10 datasets related to AI Agent capability assessment, which can be used online and cover different capability areas such as long-range memory, multi-step reasoning, and tool invocation.

4 months ago

Agent

Dataset

Can Emojis Control Speech Generation? Irodori-TTS Is a Japanese TTS Based on the RF-DiT Architecture; Eczema and Tinea Skin Disease Datasets: Supporting Medical Image Classification and Transfer learning.

6.27-7.03
Weekly Highlights

4 months ago

Artificial Intelligence

Machine Vision

Deep Learning

Natural Language Processing

Computer Vision

Event Preview | AI Computing, TileRT, Tencent, Huawei, and AI Computing Innovation Join Forces to Explore Multi-Level Collaborative Optimization

The 9th Meet AI Compiler technical salon will be held on August 1st in Zhongguancun Science City, Haidian District, Beijing.

4 months ago

AI Compiler

Embodied Intelligence

Meta Proposes AI Data Scientists, and Autodata Builds high-quality training/evaluation datasets.

Meta proposed the Autodata general framework. This framework allows intelligent agents to act as "data scientists," building high-quality data through generation, analysis, and iteration.

4 months ago

AI for Science

Artificial Intelligence

Deep Learning

Natural Language Processing

Command Palette

News

Chen Tianqi: In the Agent Era, How Should We Rethink AI Compilers?

Online Tutorial | ProteinGym #1! VenusREM Uses "search Enhancement" to Predict the Impact of Protein Mutations and Accelerate Protein design.

The Beijing Academy of Artificial Intelligence (BAAI) Proposed the Triton-TLE Layered Language Extension and Achieved a Hundredfold Automatic Tuning Speedup Through FlagTree Compilation optimization.

The First Standardized Benchmark for Protein Mutation Ranking in LLM! A Harvard University Team Proposes PG-LLM, Which Evaluates 13 Mainstream Models and 95 Specialized Models in One go.

Online Tutorial | Achieving Raw Image Editing With 4B Parameters: Microsoft Open-Sources Mage-Flow, Enabling Second-Level Image Inference and Supporting Up to 2048 Resolution

The U.S. Geological Survey Has Proposed the DAS Earthquake Early Warning Model, Which Uses 4-second P-wave Strain Data to Rapidly Classify Moderate to Strong earthquakes.

One Day to Go! Zhiyuan, TileRT, Tencent, Huawei, and Zhiyuan Innovation Gather to Explore multi-level Collaborative Optimization of AI compilation.

MiniCPM-RobotManip, With Its 1.5 Billion Parameters, Is Officially Open-sourced; NVIDIA Releases the full-modal Model Cosmos3-Edge, Covering Text, Images, Videos, and Motion sequences.

Dataset Compilation | From Competition Math to Tool Applications: 9 Open-Source Math Datasets From MIT, NVIDIA, Huazhong University of Science and Technology, etc., Covering CoT, Multimodal Reasoning, and Long-Chain Thinking Training

Online Tutorial | Run Agents Without Billions of Parameters! Boss Zhipin's Nanbeige Lab Open Sources Nanbeige 4.2-3B, Giving Small Models a "Brain"

Based on Large Model Inference and the Use of the MCP Tool, AI X-ray Scientists at Stanford University Autonomously Completed single-crystal Diffraction Alignment at a Synchrotron Radiation source.

Text/LaTeX/HTML Tables All in One Step! OvisOCR2 Achieves end-to-end Intelligent Document Parsing; 14,000+ Element Annotations, Tens of Thousands of Language Commands! Voxel51 Releases the SceneFun3D Indoor Scene micro-interaction dataset.

Online Tutorial | Compress a 27B Large Model to 7.2GB! Ternary-Bonsai Uses "ternary Magic" to Make Large Models Run on Personal computers.

Argonne National Laboratory in the United States Proposed ChemGraph, Which Uses 13 Benchmark Tests to Evaluate the Value of Agents in the Field of Computational chemistry.

Online Tutorial | Load ComfyUI Workflow With One Click: Master AI Drawing Without Writing a Single Line of Code

Based on Training With Over 10,000 Tumor Samples, Harvard Medical School and Others Proposed COMPASS, a pan-cancer Basic Model, Which Outperforms 22 Existing Methods on average.

Google Releases TabFM-1.0.0-PyTorch: a zero-shot Prediction Model Designed for Mixed Tabular Data; NVIDIA open-sources Multinational Synthetic Character Dataset, With Tens of Millions of Characters available.

Dataset Summary | NVIDIA Open Sources Nemotron Datasets: Over 10TB of Tokens + 40M Training Samples, Covering Mathematical Reasoning, Code Generation, and Multilingual dialogue.

RNA Structure Prediction Rivals AlphaFold 3! A Virginia Tech Team Proposes RNAbpFlow, Which Is Completely Independent of Evolutionary information.

Early Bird Tickets Countdown! The AI Compiler Technology Salon in Beijing Is Coming!

Online Tutorial | Even a Small 9B Model Can Achieve Complex Reasoning: Based on Qwen 3.5-9B, Qwythos Integrates Claude's Reasoning Experience to Achieve a Leap in Capabilities

OCR Tutorial Compilation | Covering Long Documents, End-to-end, and multi-language Scenarios, Featuring high-performance open-source Models From Baidu, Xiaohongshu, Huazhong University of Science and Technology, and Others for Different Scenarios, Enabling Accurate Multimodal Document parsing.

ICML 26 Outstanding Papers: Tsinghua JustGRPO Overcomes the dLLM Inference Bottleneck; Say Goodbye to Simple Instruction Tests: Agents Last Exam Comprehensively Evaluates the long-range Professional Capabilities of Intelligent agents.

Technical Salon | Zhiyuan, TileRT, Tencent, Huawei, and Zhiyuan Innovation Gather in Beijing to Focus on AI Compilation multi-level Optimization practices.

HyperAI New Feature Launched | Configuring Environment Variables and Secret Variables for Computing Containers

OpenAI Releases GeneBench-Pro, Which Assesses AI Research Capabilities Across 129 Questions and 10 domains.

Dataset Compilation | AI Agent Evaluation Datasets: 10 Datasets Released by Microsoft, Peking University, HKU, Shanghai Jiao Tong University, etc., Covering Everything From long-range Memory to real-world Task execution.

Can Emojis Control Speech Generation? Irodori-TTS Is a Japanese TTS Based on the RF-DiT Architecture; Eczema and Tinea Skin Disease Datasets: Supporting Medical Image Classification and Transfer learning.

Event Preview | AI Computing, TileRT, Tencent, Huawei, and AI Computing Innovation Join Forces to Explore Multi-Level Collaborative Optimization

Meta Proposes AI Data Scientists, and Autodata Builds high-quality training/evaluation datasets.

Chen Tianqi: In the Agent Era, How Should We Rethink AI Compilers?

Online Tutorial | ProteinGym #1! VenusREM Uses "search Enhancement" to Predict the Impact of Protein Mutations and Accelerate Protein design.

The Beijing Academy of Artificial Intelligence (BAAI) Proposed the Triton-TLE Layered Language Extension and Achieved a Hundredfold Automatic Tuning Speedup Through FlagTree Compilation optimization.

The First Standardized Benchmark for Protein Mutation Ranking in LLM! A Harvard University Team Proposes PG-LLM, Which Evaluates 13 Mainstream Models and 95 Specialized Models in One go.

Online Tutorial | Achieving Raw Image Editing With 4B Parameters: Microsoft Open-Sources Mage-Flow, Enabling Second-Level Image Inference and Supporting Up to 2048 Resolution

The U.S. Geological Survey Has Proposed the DAS Earthquake Early Warning Model, Which Uses 4-second P-wave Strain Data to Rapidly Classify Moderate to Strong earthquakes.

One Day to Go! Zhiyuan, TileRT, Tencent, Huawei, and Zhiyuan Innovation Gather to Explore multi-level Collaborative Optimization of AI compilation.

MiniCPM-RobotManip, With Its 1.5 Billion Parameters, Is Officially Open-sourced; NVIDIA Releases the full-modal Model Cosmos3-Edge, Covering Text, Images, Videos, and Motion sequences.

Dataset Compilation | From Competition Math to Tool Applications: 9 Open-Source Math Datasets From MIT, NVIDIA, Huazhong University of Science and Technology, etc., Covering CoT, Multimodal Reasoning, and Long-Chain Thinking Training

Online Tutorial | Run Agents Without Billions of Parameters! Boss Zhipin's Nanbeige Lab Open Sources Nanbeige 4.2-3B, Giving Small Models a "Brain"

Based on Large Model Inference and the Use of the MCP Tool, AI X-ray Scientists at Stanford University Autonomously Completed single-crystal Diffraction Alignment at a Synchrotron Radiation source.

Text/LaTeX/HTML Tables All in One Step! OvisOCR2 Achieves end-to-end Intelligent Document Parsing; 14,000+ Element Annotations, Tens of Thousands of Language Commands! Voxel51 Releases the SceneFun3D Indoor Scene micro-interaction dataset.

Online Tutorial | Compress a 27B Large Model to 7.2GB! Ternary-Bonsai Uses "ternary Magic" to Make Large Models Run on Personal computers.

Argonne National Laboratory in the United States Proposed ChemGraph, Which Uses 13 Benchmark Tests to Evaluate the Value of Agents in the Field of Computational chemistry.

Online Tutorial | Load ComfyUI Workflow With One Click: Master AI Drawing Without Writing a Single Line of Code

Based on Training With Over 10,000 Tumor Samples, Harvard Medical School and Others Proposed COMPASS, a pan-cancer Basic Model, Which Outperforms 22 Existing Methods on average.

Google Releases TabFM-1.0.0-PyTorch: a zero-shot Prediction Model Designed for Mixed Tabular Data; NVIDIA open-sources Multinational Synthetic Character Dataset, With Tens of Millions of Characters available.

Dataset Summary | NVIDIA Open Sources Nemotron Datasets: Over 10TB of Tokens + 40M Training Samples, Covering Mathematical Reasoning, Code Generation, and Multilingual dialogue.

RNA Structure Prediction Rivals AlphaFold 3! A Virginia Tech Team Proposes RNAbpFlow, Which Is Completely Independent of Evolutionary information.

Early Bird Tickets Countdown! The AI Compiler Technology Salon in Beijing Is Coming!

Online Tutorial | Even a Small 9B Model Can Achieve Complex Reasoning: Based on Qwen 3.5-9B, Qwythos Integrates Claude's Reasoning Experience to Achieve a Leap in Capabilities

OCR Tutorial Compilation | Covering Long Documents, End-to-end, and multi-language Scenarios, Featuring high-performance open-source Models From Baidu, Xiaohongshu, Huazhong University of Science and Technology, and Others for Different Scenarios, Enabling Accurate Multimodal Document parsing.

ICML 26 Outstanding Papers: Tsinghua JustGRPO Overcomes the dLLM Inference Bottleneck; Say Goodbye to Simple Instruction Tests: Agents Last Exam Comprehensively Evaluates the long-range Professional Capabilities of Intelligent agents.

Technical Salon | Zhiyuan, TileRT, Tencent, Huawei, and Zhiyuan Innovation Gather in Beijing to Focus on AI Compilation multi-level Optimization practices.

HyperAI New Feature Launched | Configuring Environment Variables and Secret Variables for Computing Containers

OpenAI Releases GeneBench-Pro, Which Assesses AI Research Capabilities Across 129 Questions and 10 domains.

Dataset Compilation | AI Agent Evaluation Datasets: 10 Datasets Released by Microsoft, Peking University, HKU, Shanghai Jiao Tong University, etc., Covering Everything From long-range Memory to real-world Task execution.

Can Emojis Control Speech Generation? Irodori-TTS Is a Japanese TTS Based on the RF-DiT Architecture; Eczema and Tinea Skin Disease Datasets: Supporting Medical Image Classification and Transfer learning.

Event Preview | AI Computing, TileRT, Tencent, Huawei, and AI Computing Innovation Join Forces to Explore Multi-Level Collaborative Optimization

Meta Proposes AI Data Scientists, and Autodata Builds high-quality training/evaluation datasets.