Platform Updates

TL;DR

• Rollout Viewer: Enhanced visualization and monitoring interface for training rollouts
• B200 & H200 GPU Support: Added support for NVIDIA's latest flagship GPUs
• Faster Inference: Optimized inference pipeline with improved throughput
• GSPO Support: Integrated Group Sequence Policy Optimization algorithm

Rollout Viewer

Enhanced visualization and monitoring interface for training rollouts with real-time metrics and progress tracking.

• Real-Time Metrics: Live updates of training metrics during rollouts
• Progress Tracking: Visual progress indicators for rollout phases
• Enhanced Visualization: Improved charts and graphs for monitoring
• Interactive Interface: User-friendly interface for exploring rollout data

B200 & H200 GPU Support

Added support for NVIDIA's latest flagship GPUs (B200, H200) for both training and inference workloads.

• Latest Hardware: Support for NVIDIA's newest GPU architectures
• Training Workloads: Full support for training on B200 and H200
• Inference Workloads: Optimized inference on latest GPUs
• Performance: Leverage latest GPU capabilities for better performance

Faster Inference

Optimized inference pipeline with improved throughput and reduced latency across all model sizes.

• Throughput Improvement: Significant improvement in inference throughput
• Reduced Latency: Lower latency for faster response times
• Model Size Agnostic: Improvements across all model sizes
• Optimized Pipeline: Better pipeline optimization for inference

GSPO Support

Integrated Group Sequence Policy Optimization (GSPO) algorithm for advanced reinforcement learning training.

• Advanced RL: New algorithm for reinforcement learning training
• Group Sequences: Optimizes policies for group sequences
• Integration: Fully integrated into training workflows
• Documentation: Complete documentation and examples

Use Cases

• Real-Time Monitoring: Monitor training rollouts in real-time with enhanced viewer
• Latest Hardware: Take advantage of B200 and H200 GPUs for training and inference
• Faster Responses: Improved inference performance for production workloads
• Advanced RL: Use GSPO for complex reinforcement learning scenarios