… We implement speculative decoding in NeMo-RL with a vLLM backend , supporting both synchronous and asynchronous pipeline s and enabling speculation during RL rollouts. …
… View arXiv page View PDF Add to collection Community For questions contact astrlrd@nebius.com Get this paper in your agent: hf papers read 2605.10453 Don't have the latest CLI? curl -LsSf https://hf.co/cli/install.sh | bash No model linking this paper Cite arxiv.org/abs/2605.10453 in a model README… …
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… View arXiv page View PDF Add to collection Community End-to-end autonomous driving via Vision-Language-Action VLA models demands a precarious balance between high-fidelity trajectory planning and efficient inference. …
… View arXiv page View PDF Project page Add to collection Community FlashEvolve makes LLM agent evolution GEPA, ACE, Meta-Harness 3.5–4.9× faster by replacing synchronous stage execution with asynchronous workers and queues. …
… View arXiv page View PDF GitHub 9 Add to collection Community B³D-RWKV tackles a fundamental tension in language model design: diffusion models need bidirectional attention, but efficient linear models like RWKV are strictly causal/unidirectional. …
… View arXiv page View PDF Add to collection Community A Comprehensive Survey of Rollout Strategies for LLM Reinforcement Learning This is an automated message from the Librarian Bot . …
… View arXiv page View PDF GitHub 0 Add to collection Community Mixture-of-Experts MoE architectures in Large Language Models LLMs havesignificantly reduced inference costs through sparse activation. …
… View arXiv page View PDF Add to collection Community Should all of our resources go towards building chatbots? …