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A New NVIDIA Research Shows Speculative Decoding in NeMo RL Achieves 1.8× Rollout Generation Speedup at 8B and Projects 2.5× End-to-End Speedup at 235B

If you have been running reinforcement learning (RL) post-training on a language model for math reasoning, code generation, or any verifiable task, you have almost

Editor Editor 11 Min Read

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A Coding Guide on LLM Post Training with TRL from Supervised Fine Tuning to DPO and GRPO Reasoning

import subprocess, sys subprocess.check_call() import sys as _sys for _m in :

Why Powerful Machine Learning Is Deceptively Easy

to kill the Minotaur, but the true danger is not only the

International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2026

Apple is presenting new research at the annual International Conference on Acoustics,

How to Get Hired in the AI Era

If you’re applying for junior roles right now, you’ve probably noticed something

Reinforced Agent: Inference-Time Feedback for Tool-Calling Agents

This paper was accepted at the Fifth Workshop on Natural Language Generation,

Churn Without Fragmentation: How a Party-Label Bug Reversed My Headline Finding

Between 2018 and 2022, English urban councils became nearly twice as volatile.

Ghost: A Database for Our Times?

I product the other day, which I think may be perfect for

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