view article Article DeepSeek-R1 Dissection: Understanding PPO & GRPO Without Any Prior Reinforcement Learning Knowledge By NormalUhr • Feb 7 • 66
Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention Paper • 2502.11089 • Published 24 days ago • 142
SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering? Paper • 2502.12115 • Published 22 days ago • 43
view article Article Introducing multi-backends (TRT-LLM, vLLM) support for Text Generation Inference Jan 16 • 71
Training Large Language Models to Reason in a Continuous Latent Space Paper • 2412.06769 • Published Dec 9, 2024 • 78
Qwen2.5 Collection Qwen2.5 language models, including pretrained and instruction-tuned models of 7 sizes, including 0.5B, 1.5B, 3B, 7B, 14B, 32B, and 72B. • 46 items • Updated 14 days ago • 557
Apollo: An Exploration of Video Understanding in Large Multimodal Models Paper • 2412.10360 • Published Dec 13, 2024 • 140
Prompt Order Experiment Collection Prompt Order Experiment shows how to run a simple experiment on the hub and leverage tools like AutoTrain, and Inference Endpoints. • 16 items • Updated Jan 14 • 2
PaliGemma 2: A Family of Versatile VLMs for Transfer Paper • 2412.03555 • Published Dec 4, 2024 • 129
SmolLM2 Collection State-of-the-art compact LLMs for on-device applications: 1.7B, 360M, 135M • 16 items • Updated 20 days ago • 245
view article Article Releasing Outlines-core 0.1.0: structured generation in Rust and Python Oct 22, 2024 • 44
AutoTrain: No-code training for state-of-the-art models Paper • 2410.15735 • Published Oct 21, 2024 • 59
One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation Paper • 2410.07170 • Published Oct 9, 2024 • 15