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LL.M. Program and Curriculum
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Introduction · Hugging Face
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huggingface.co
New Course: Post-training of LLMs Learn to post-train and customize an LLM in this short course, taught by Banghua Zhu, Assistant Professor at the University of Washington, and co-founder of Nexusflow. Training an LLM to follow instructions or answer questions has two key stages: pre-training and post-training. In pre-training, it learns to predict the next word or token from large amounts of unlabeled text. In post-training, it learns useful behaviors such as following instructions, tool use, a
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New Course: Post-training of LLMs Learn to post-train and customize an LLM in this short course, taught by Banghua Zhu, Assistant Professor at the University of Washington, and co-founder of Nexusflow. Training an LLM to follow instructions or answer questions has two key stages: pre-training and post-training. In pre-training, it learns to predict the next word or token from large amounts of unlabeled text. In post-training, it learns useful behaviors such as following instructions, tool use, a
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LLM post-training used to mean fine-tuning to a downstream taskRobotics has been stuck in this setting, needing task-specific fine-tuning for best performanceπ07 changes this: It works out of the box & outperforms fine-tuned specialistsDetails: https://t.co/QbO3E4D3QN
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