BERT: In-Depth Exploration of Architecture, Workflow, Code, and Mathematical Foundations [Updated]
Embeddings, Masked Language Model Tasks, Attention Mechanisms, and Feed-Forward Networks Explained Through Equations, Matrix…
Towards AI32 min read
PyTorch
188 stories
Building a Streaming Robotics Learning Pipeline Using NVIDIA Cosmos3-DROID
Discover how to construct an end-to-end streaming robotics learning pipeline using the NVIDIA Cosmos3-DROID dataset without local downloads, leveraging byte-range Parquet reads, behavior cloning, and temporal ensembling.
MarkTechPost19 min read
Evolution of the PyTorch Media Processing Landscape
TL;DR If you need to decode or encode media, whether it’s images, video, or audio, use TorchCodec. If you need to transform media, use TorchVision for images and video, and...
PyTorch Blog5 min read
v0.6.0
LLM inference in C/C++. Contribute to ggml-org/llama.cpp development by creating an account on GitHub.
llama.cpp17 min read
PyTorch Hardware Enablement: Updates from the Accelerator Integration Working Group
TL;DR The Accelerator Integration Working Group plays a vital role in standardizing how new hardware architectures connect to the open source AI ecosystem. As compute platforms diversify across cloud, edge,...
PyTorch Blog13 min readNemotron 3.5 Lightning pricing dropped 6%
Pricing update. Tracked live by BenchGecko · the AI Economy data platform.
BenchGecko Blog2 min readPrime Inference 📈, agent population 📈, Claude academy 🎓
PyTorch, vLLM, Ray: the open source stack behind modern AI is moving fast. At PyTorch Conference, Oct 20–21 in San Jose, learn from the engineers and researchers building it.
TLDR AI5 min read
How to Use a PINN for a Navier-Stokes Inverse Problem
A from-scratch PyTorch build that recovers blood flow, viscosity, and wall shear stress in a narrowed artery from 40 noisy velocity readings The post How to Use a PINN for a Navier-Stokes Inverse Problem appeared first on Towards Data Science.
Towards Data Science10 min read
New Pathway to PyTorch Certified Associate (PTCA) Certification
We’re excited to bring you the new PyTorch Certified Associate (PTCA) Certification Pathway, combining focused learning modules and the PyTorch Certified Associate (PTCA) certification exam together in one structured experience...
PyTorch Blog2 min read
Academia is for Ambition — Alex Zhang, MIT
We catch up with RLM first author Alex Zhang, MIT PhD, on Jev, PhD masxing, and the future of harnesses.
Latent Space103 min readHow To Run LIBERO Evaluation And Reproduce Published Results
Run each LIBERO suite from its 50 fixed initial states, 50 episodes per task, with step limits of 220 to 520, then match the training image rotation and action chunking.
Bifrost Blog12 min read
MuseTalk Lipsync: What the Free Model Really Delivers
MuseTalk lipsync vs paid APIs: the 256x256 face limit, documented GPU timings, HDTF scores and cost per minute next to sync.so, Hedra and Replicate.
Nano Imagine Blog9 min read
Deploying an HSTU Generative Recommender with NVIDIA Dynamo-Triton
Generative recommender (GR) systems are emerging as a powerful new approach for large-scale personalization. Instead of treating recommendation as a set of...
NVIDIA Developer Blog8 min readDeepSeek Ascend Infrastructure Components, Mapped to NVIDIA
A practical map of DeepSeek's Ascend components to NVIDIA counterparts, plus who can run the stack now and what remains unavailable.
Nano Imagine Blog8 min read
Release 5.18.0
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training. - Release Release 5.18.0 · huggingface/transformers
Transformers17 min read
A Ray-Focused Guide to PyTorch Conference North America
TL;DR In only a few weeks, PyTorch Conference North America 2026 will begin in San Jose, bringing together the open source AI community to share ideas and collaborate. If you’ve...
PyTorch Blog7 min read
Privacy-Preserving Active Learning for heritage language revitalization programs across multilingual stakeholder groups
Privacy-Preserving Active Learning for heritage language revitalization programs across multilingual stakeholder groups Introduction: When a Dying Language Met Differential Privacy Last spring, I found myself hunched over a laptop at 2 AM, staring at a dataset of 4,200 annotated sentences in…
Dev.to AI10 min read
Build a multi-agent music production pipeline on Amazon Bedrock AgentCore Runtime Instances
Amazon Bedrock AgentCore Runtime Instances gives multi-agent workflows AWS managed EC2 infrastructure with GPUs, persistent volumes, and multi-day sessions.
AWS ML Blog15 min read
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