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1. Small Language Models: Using 3.8B Phi-3 and 8B Llama-3 Models on a PC and Raspberry Pi

   This article discusses how to test small language models using 3.8B Phi-3 and 8B Llama-3 models on a PC and Raspberry Pi with LlamaCpp and ONNX. Written by Dmitrii Eliuseev.

   2024-05-24 Tags: llm, phi-3, llama-3, llamacpp, onnx, python, iot, raspberry pi by klotz
2. 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

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