Tagged articles

online distillation

2 articles · Page 1 of 1
Model Perspective
Model Perspective
Jul 31, 2026 · Artificial Intelligence

Understanding the Post-Training Process in DeepSeek V4‑Flash

DeepSeek released the V4‑Flash model with the same architecture as the preview but a revamped post‑training pipeline—SFT, reinforcement learning with GRPO, and distillation—yielding dramatic benchmark jumps and illustrating how post‑training now defines the model's real‑world capabilities.

DeepSeekGRPOLLM-training
0 likes · 11 min read
Understanding the Post-Training Process in DeepSeek V4‑Flash
SuanNi
SuanNi
Mar 12, 2026 · Artificial Intelligence

How OpenClaw‑RL Turns Everyday Interactions into Self‑Evolving AI

OpenClaw‑RL, a new reinforcement‑learning framework from Princeton, captures hidden evaluative and instructional signals in daily user interactions, converts them into real‑time training data, and uses a decoupled asynchronous architecture with binary RL and online policy distillation to achieve superior performance in both personal‑device and cloud‑scale scenarios.

AI FeedbackAsynchronous ArchitectureProcess Reward Model
0 likes · 10 min read
How OpenClaw‑RL Turns Everyday Interactions into Self‑Evolving AI