Hugging Face
Hugging Face is the GitHub of machine learning — the platform hosting millions of open models, datasets and demos. Its Transformers library and open leaderboards made it the center of gravity for open-source AI. All our Hugging Face coverage lives on this page.
ACEdit Teaches Image Editors to Train on Their Own Mistakes Without Degrading
ACEdit applies Self-Forcing to image editing: the model learns from its own outputs, while a teacher sees the original image and a composite instruction.
Mine-Sample-Render: A Three-Stage Method for Diverse Generation
Modern generative models are high-quality but monotonous. MSR (Mine-Sample-Render) is a Microsoft Research approach for diverse generation at test time. An explicit…
Sparse Autoencoders: Pairwise Interactions Lift Rank Fidelity to 0.7790
The new SAR metric shows SAE features add up better than a random basis in all 18 settings, but accurate steering still requires pairwise interactions.
Alibaba DAMO Releases RynnUnify: A 16B Model That Plans in Video and Drives a Robot
Easy-3Dfy builds a 3D scene from a single photo and outperforms SAM-3Dfy
OPST: A Model Fine-Tunes Itself on Its Own Questions, No Humans Required
New Algorithm Finds Nash Equilibrium in 5,600 Games to 1e-5 Precision
NX-AI's KronLSTM Changes the Delta Rule and Stabilizes Memory Without Normalization
NX-AI unveils KronLSTM, a linear attention model with a Kronecker Delta Rule, bounded memory norm and strong long-context results against DeltaNet.
SpecMRL Improves Matryoshka Embeddings: Half the Dimensions Beat Full MRL
SpecMRL reorganizes the feature space of Matryoshka embeddings. On MTEB it beats MRL at every dimension tested, and at half the dimensions it even outperforms full…
Study: Overfitting and Extra Compute Eat 68% of the Gains from Harness Evolution
Researchers Test 16 Types of Hints for OPSD and Find a Selection Metric
Researchers personalize three MoE LLMs and find the experts responsible for adaptation
ACT3D teaches a VLM to explore 3D scenes and beats Gemini 3.6 Flash: 53.2% across six benchmarks
"Wait" in Reasoning Models Turns Out to Be Inherited from Data, Not Discovered by RL
An analysis of OLMo-3 and MiMo training shows the word "wait" in model reasoning comes from data. RL lifts MATH-500 without it, and marker frequency proves nothing.
DeepSeek releases V4.1-Flash-1017 and opens its Search API at $0.75 per 1000 calls
DeepSeek's updated Flash model, V4.1-Flash-1017, finishes tasks faster, writes shorter answers and is open source. Search and Fetch APIs cost $0.75 per 1000 calls.