Neural Software
From vision to reality
Join Lambda's Cofounder and CEO Stephen Balaban as he unveils Neural Software: an entirely new way of thinking about software that can collaborate with humans, evolve over time and adapt like never before.
Our latest projects
Latent Thought Models with Variational Bayes Inference-Time Computation
We propose Latent Thought Models (LTMs), a novel family of language models that incorporate explicit latent thought vectors to guide autoregressive generation.
Read moreProduct of Experts with LLMs
Boosting performance on ARC is a matter of perspective. Read the ICML'25 Paper by "The ARChitects" (winning team of ARC prize 2024).
Read moreNORA: Neural Orchestrator for Robotics Autonomy
NORA adopts the Qwen-2.5-VL-3B multimodal model as the backbone, leveraging its superior visual-semantic understanding to enhance visual reasoning and action grounding.
Read moreTANGOFLUX: Super Fast and Faithful Text to Audio Generation
We introduce TANGOFLUX , an efficient Text-to-Audio (TTA) generative model with 515M parameters, capable of generating up to 30 seconds of 44.1kHz audio in just 3.7 seconds on a single A40 GPU.
Read moreText2Video Leaderboard
Ranking text-to-video models by human preference.
Side-by-side, no cherry-picking.
ML Times
Your Go-To Source for the Latest in the Field, Curated by AI.
Sift through the excess. Make every word count.
Distributed Training Guide
Our zero-to-hero guide for scaling up distributed training in PyTorch
Boost research with best practices and system insights
Diffusion From Scratch
A guide for diffusion models implemented in a single PyTorch script.
Learn moreText2Video Pretraining
Lessons learned from training a text-to-video model with Hundreds of GPUs.
Learn moreMLCommon Benchmark
Time-to-solution benchmark for training foundation models on clusters.
Learn moreJoin us in shaping the future of AI
We're committed to supporting groundbreaking research by offering qualifying researchers up to $5,000 in cloud credits to develop and showcase their work using Lambda's On-Demand Cloud platform, with select research to be featured on our website.