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 ljvmiranda921.github.io
A lexical view of contrast pairs in preference datasets
| | allenai.org
Tülu 3: The next era in open post-training | Ai2
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| | A technical deep-dive into Tülu 3, with the model "recipe", data, and more.
| | blog.ml.cmu.edu
RLHF 101: A Technical Tutorial on Reinforcement Learning from Human Feedback - Machine Learning Blog | ML@CMU | Carnegie Mellon University
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| | The latest news and publications regarding machine learning, artificial intelligence or related, brought to you by the Machine Learning Blog, a spinoff of the Machine Learning Department at Carnegie Mellon University.
| | bair.berkeley.edu
Koala: A Dialogue Model for Academic Research - The Berkeley Artificial Intelligence Research Blog
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| | [AI summary] The article introduces Koala, a dialogue model trained by fine-tuning Meta's LLaMA on dialogue data from the web, with a focus on interactions with large closed-source models like ChatGPT. The model's performance is compared to ChatGPT and Stanford's Alpaca, showing competitive results. The paper emphasizes the importance of high-quality training data for smaller models and highlights the potential for open-source models to match the performance of closed-source ones. However, it also acknowledges the limitations and safety concerns of Koala, including potential for misinformation and biases, and emphasizes its research prototype status for academic use.
| | lantern.dev
Vector databases explained | Lantern Blog
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| We give an overview of vector databases, and major concepts around them, including vector embeddings, vector indexing, and vector search.