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11. How Good Are the Latest Open LLMs? And Is DPO Better Than PPO?

    This article discusses the latest open LLM (large language model) releases, including Mixtral 8x22B, Meta AI's Llama 3, and Microsoft's Phi-3, and compares their performance on the MMLU benchmark. It also talks about Apple's OpenELM and its efficient language model family with an open-source training and inference framework. The article also explores the use of PPO and DPO algorithms for instruction finetuning and alignment in LLMs.

    2024-05-13 Tags: llms, mixtral, mixtral 8x22b, llama 3, phi-3, openelm, ppo, dpo, reinforcement learning, human feedback by klotz
12. What is Infra-Bayesianism?

    2024-02-13 Tags: lesswrong, alignment, reinforcement learning, infra-bayesian by klotz
13. Deep Few-shot Anomaly Detection. Harnessing a few labeled anomaly… | by Guansong Pang | Nov, 2020 | Towards Data Science

    2020-11-10 Tags: anomaly detection, few-shot, deep learning, reinforcement learning by klotz
14. 3 skills to master before reinforcement learning (RL)

    2020-04-12 Tags: reinforcement learning by klotz
15. Control What You Can: Reinforcement Learning with Task Planning!

    2020-04-09 Tags: machine learning, reinforcement learning, ai, planning by klotz
16. Dopamine and temporal difference learning: A fruitful relationship between neuroscience and AI | DeepMind

    2020-01-16 Tags: deepminf, reinforcement learning by klotz
17. An algorithm that learns through rewards may show how our brain does too

    2020-01-15 Tags: reinforcement learning, machine learning, dopamine, neuroscience by klotz
18. Reinforcement learning is going mainstream. Here’s what to expect.

    2019-06-11 Tags: reinforcement learning by klotz
19. Reinforcement Learning with Prediction- Based Rewards

    2019-04-12 Tags: reinforcement learning, deep learning, curiosity by klotz
20. Adversarial Training Produces Synthetic Data for Machine Learning : Alexa Blogs

    2019-03-22 Tags: synthetic, machine learning, adversarial, amazon, reinforcement learning by klotz

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