ibm releases granite time series model with permissive license
ibm's granite time series patchtst-fm-r2 offers strong zero-shot forecasting under apache 2.0 and openmdw licenses.
machine learningtag machine learning
summaries filed under machine learning
gemini adds agentic video analysis to cut token use
google deepmind launches agentic video understanding for gemini flash models, reducing token consumption by up to 88% and costs by up to 66% while improving accuracy.
researchharbor adapters unify agentic benchmark evaluation
new infrastructure ports over 80 agentic benchmarks and introduces a curated 82-task index for large-scale model evaluation.
researchgrpo fine-tuning lifts small model structured output
a 100-step grpo run on a 350m model improves ifstruct benchmark score from 22.6% to 29.7%.
machine learningneomme: a compact multilingual multimodal encoder
neomme is a family of 260m and 800m multilingual multimodal encoders that process text and images in a single bidirectional transformer, trained from scratch with masked discrete diffusion.
machine learninggoogle launches weathernext 3 for sharper hourly forecasts
google deepmind and google research release weathernext 3, an ai weather model using live satellite data for hourly, high-resolution forecasts.
researchpytorch 2.14 adds nvgemm, nccl2, and apple silicon linear algebra
pytorch 2.14 introduces a new gpu math backend, fault-tolerant distributed training, and native linear algebra for apple silicon.
machine learningtransfer learning limits in genomic risk scores
google research finds european data helps small underrepresented cohorts but hurts larger ones for polygenic risk scores.
researchdeep learning maps global methane plumes from space
google research and nasa jpl built a vision transformer that detects methane point sources in hyperspectral satellite data, releasing the model and global plume database.
researchgoogle launches gemini 3.8 flash and cyber models
google deepmind releases gemini 3.8 flash and 3.8 flash cyber, targeting agentic coding and cybersecurity with frontier-level performance at low cost.
researchhugging face releases 207 webgpu kernels for faster browser ai
hugging face launched a library of 207 optimized webgpu kernels and a browser benchmarking tool to speed up local ai inference.
machine learningopen asr leaderboard adds hindi and indian english test sets
hugging face and voice arena release monsoon, a new open evaluation set for hindi and indian english speech recognition with detailed speaker metadata.
machine learningtimesfm-3: zero-shot multivariate forecasting model
google research releases timesfm-3, a 330 million parameter foundation model for multivariate time series forecasting that outperforms other models on major benchmarks.
researchgemini omni 1.1 flash adds scene extension and 4k upscaling
google deepmind releases gemini omni 1.1 flash, a production-ready video model with scene extension, keyframe interpolation, 360p drafts, and 4k upscaling.
researchdouble-blind ai evaluations keep benchmarks secret
google deepmind pilots a cryptographic method to evaluate ai models without exposing test questions or model weights.
researchgoogle's planetary prediction engine automates geospatial modeling
google research introduces an autonomous ai system that builds geospatial prediction models from natural language queries, cutting weeks of manual work to minutes.
researchglucofm: dual-stream model for glucose monitoring
google research introduces glucofm, a self-supervised foundation model that separates slow glucose trends from short-term deviations to improve metabolic predictions.
researchgoogle launches gemini 3.5 transcribe for real-time speech-to-text
google deepmind introduces gemini 3.5 transcribe, a speech-to-text model with smart formatting, custom vocabulary, and low word error rates for developers.
research4-bit model beats its full-precision source after quantization-aware healing
a new healing method lets a compressed, 4-bit model outperform its bfloat16 original on most benchmarks.
machine learninggranite 4.2: how ibm built its reasoning llms
ibm released granite 4.2, a family of dense reasoning llms in 3b, 8b, and 30b sizes, trained from scratch on 15t tokens with a multi-stage rl pipeline.
machine learning