At Cohere, we implement the T-Few technique (Liu et al., 2022) for training and serving custom models. In this blog post, we delve into the concept of T-Few finetuning, explore its benefits, and explain our implementation workflow.
@cohere
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Self-Alignment with Instruction Backtranslation for LLMs
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Self-Alignment with Instruction Backtranslation by Xian Li, Ping Yu, Chunting Zhou, Timo Schick, Luke Zettlemoyer, Omer Levy, @jaseweston
, Mike Lewis https://
arxiv.org/abs/2308.06259 -
Aligning Large Language Models with Human Values
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Aligning Large Language Models with Human: A Survey by Yufei Wang, Wanjun Zhong, Liangyou Li, Fei Mi, Xingshan Zeng, Wenyong Huang, Lifeng Shang, Xin Jiang, Qun Liu
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Halo: Reducing Hallucinations in Weak Open-Source LLMs
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Halo: Estimation and Reduction of Hallucinations in Open-Source Weak Large Language Models by Mohamed Elaraby, Mengyin Lu, Jacob Dunn, Xueying Zhang, Yu Wang, Shizhu Liu
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Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback
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Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback, by @StephenLCasper @alxndrdavies @causalclaudia @sociotiose @jeremy_scheurer @javirandor @FreedmanRach @tomekkorbak @davlindner @5kovt @CRSegerie @MicahCarroll
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OctoPack: Instruction Tuning Code Large Language Models
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OctoPack: Instruction Tuning Code Large Language Models, by @Muennighoff @sivil_taram @RandyZebaze @qinkai1028 @huybery @terryyuezhuo @_s_w_a_y_a_m_ @XiangruTang @lvwerra @ShayneRedford https://
arxiv.org/abs/2308.07124
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Top NLP Research Papers August 2023 Curated Collection
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Stay up-to-date with the latest research in NLP! Here are some of the top papers in August 2023 curated by the Cohere for AI community! https://
lnkd.in/g8PWzFHS Featuring the following papers: (thread) -
ToolLLM: LLMs Master 16000+ Real-world APIs Framework
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ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs, by Yujia Qin, Shihao Liang, Yining Ye, Yining Ye, Kunlun Zhu, Lan Yan, Yaxi Lu, Yankai Lin, Xin Cong, Xiangru Tang, Bill Qian, Sihan Zhao, Runchu Tian, Ruobing Xie, et al.
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Cohere Presents at Google Cloud Next 2026
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The Cohere team will be at @googlecloud Next on August 29-31. Join Sudip Roy, Director of Engineering at Cohere and Craig Alleva @calleva
, Director, Customer Engineering of Google Cloud Canada, on August 30 from 3:30 pm – 4:15 pm PDT in room 213. -
Maker Spotlight: Leila Chan Currie
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Maker Spotlight: Leila Chan Currie https://t.co/KeYiJp1s2C
— Cohere (@cohere) 18 août 2023Maker Spotlight: Leila Chan Currie