Object Detection for Small Devices: Grounding DINO 1.5, an edge device model built for faster, smarter object detection
Machine Learning Research

Object Detection for Small Devices: Grounding DINO 1.5, an edge device model built for faster, smarter object detection

An open source model is designed to perform sophisticated object detection on edge devices like phones, cars, medical equipment, and smart doorbells.

November 27, 20243 min read
Reasoning Revealed: DeepSeek-R1, a transparent challenger to OpenAI o1
Machine Learning Research

Reasoning Revealed: DeepSeek-R1, a transparent challenger to OpenAI o1

An up-and-coming Hangzhou AI lab unveiled a model that implements run-time reasoning similar to OpenAI o1 and delivers competitive performance. Unlike o1, it displays its reasoning steps.

November 27, 20242 min read
Reasoning Revealed: DeepSeek-R1, a transparent challenger to OpenAI o1
Machine Learning Research

Reasoning Revealed: DeepSeek-R1, a transparent challenger to OpenAI o1

An up-and-coming Hangzhou AI lab unveiled a model that implements run-time reasoning similar to OpenAI o1 and delivers competitive performance. Unlike o1, it displays its reasoning steps.

November 27, 20242 min read
More-Efficient Training for Transformers: Researchers reduce transformer training costs by 20% with minimal performance loss
Machine Learning Research

More-Efficient Training for Transformers: Researchers reduce transformer training costs by 20% with minimal performance loss

Researchers cut the processing required to train transformers by around 20 percent with only a slight degradation in performance.

November 20, 20242 min read
More-Efficient Training for Transformers: Researchers reduce transformer training costs by 20% with minimal performance loss
Machine Learning Research

More-Efficient Training for Transformers: Researchers reduce transformer training costs by 20% with minimal performance loss

Researchers cut the processing required to train transformers by around 20 percent with only a slight degradation in performance.

November 20, 20242 min read
No Game Engine Required: AI creates an interactive Minecraft-like world in real time
Machine Learning Research

No Game Engine Required: AI creates an interactive Minecraft-like world in real time

A real-time video generator lets you explore an open-ended, interactive virtual world — a video game without a game engine.

November 20, 20242 min read
No Game Engine Required: AI creates an interactive Minecraft-like world in real time
Machine Learning Research

No Game Engine Required: AI creates an interactive Minecraft-like world in real time

A real-time video generator lets you explore an open-ended, interactive virtual world — a video game without a game engine.

November 20, 20242 min read
Next-Gen Models Show Limited Gains: AI giants rethink model training strategy as scaling laws break down
Machine Learning Research

Next-Gen Models Show Limited Gains: AI giants rethink model training strategy as scaling laws break down

Builders of large AI models have relied on the idea that bigger neural networks trained on more data and given more processing power would show steady improvements. Recent developments are challenging that idea.

November 20, 20244 min read
Next-Gen Models Show Limited Gains: AI giants rethink model training strategy as scaling laws break down
Machine Learning Research

Next-Gen Models Show Limited Gains: AI giants rethink model training strategy as scaling laws break down

Builders of large AI models have relied on the idea that bigger neural networks trained on more data and given more processing power would show steady improvements. Recent developments are challenging that idea.

November 20, 20244 min read
Free Agents: OpenHands launches as an open toolkit for advanced code generation and automation
Machine Learning Research

Free Agents: OpenHands launches as an open toolkit for advanced code generation and automation

An open source package inspired by the commercial agentic code generator Devin aims to automate computer programming and more.

November 13, 20242 min read
Free Agents: OpenHands launches as an open toolkit for advanced code generation and automation
Machine Learning Research

Free Agents: OpenHands launches as an open toolkit for advanced code generation and automation

An open source package inspired by the commercial agentic code generator Devin aims to automate computer programming and more.

November 13, 20242 min read
Mixture of Experts Pulls Ahead: Hunyuan-Large outshines open competitors with high benchmark scores
Machine Learning Research

Mixture of Experts Pulls Ahead: Hunyuan-Large outshines open competitors with high benchmark scores

A new open source large language model outperforms competitors, including the open-weights Llama 3.1 405B, on a variety of benchmarks.

November 13, 20243 min read
Mixture of Experts Pulls Ahead: Hunyuan-Large outshines open competitors with high benchmark scores
Machine Learning Research

Mixture of Experts Pulls Ahead: Hunyuan-Large outshines open competitors with high benchmark scores

A new open source large language model outperforms competitors, including the open-weights Llama 3.1 405B, on a variety of benchmarks.

November 13, 20243 min read
When Agents Train Algorithms: OpenAI’s MLE-bench tests AI coding agents
Machine Learning Research

When Agents Train Algorithms: OpenAI’s MLE-bench tests AI coding agents

Coding agents are improving, but can they tackle machine learning tasks? 

November 6, 20243 min read
When Agents Train Algorithms: OpenAI’s MLE-bench tests AI coding agents
Machine Learning Research

When Agents Train Algorithms: OpenAI’s MLE-bench tests AI coding agents

Coding agents are improving, but can they tackle machine learning tasks? 

November 6, 20243 min read

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