This post includes some of the top open source language models that speakers from theNLP Summit 2022and our team atJohn Snow Labsfind particularly useful thanks to their advanced architectures allowing us to achieve state-of-the-art benchmarks for the following NLP downstream tasks: Token and Te...
N-gram Language Modeling in Natural Language Processing Top Open Source Large Language Models A Guide to Top Natural Language Processing Libraries Natural Language Processing Key Terms, Explained Data Representation for Natural Language Processing Tasks ...
Explore the forefront of AI innovation with the top 5 open-source Large Language Models (LLMs) of 2024. From Falcon’s groundbreaking 180B parameters to BLOOM’s multilingual prowess, delve into the cutting-edge features shaping the future. Discover the strengths and potential applications of ...
标题:ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up? 机构:南洋理工大学、Salesforce研究院 关键词:开源大语言模型、ChatGPT、任务相当性、模型进展 作者:Hailin Chen, Fangkai Jiao, Xingxuan Li 分析:ChatGPT发布于2022年底,给人工智能领域的研究和商业带来了巨大的变革。通...
Explore and analyze the Top Large Language Model (LLM) security solutions with features. Pick the best LLM security tool of your choice to fit your enterprise requirements perfectly: However, they also introduce significant risks, particularly around data security. Employees may inadvertently use levera...
Learn about the top 15 small language models of 2024, including Llama 3.1 8B, Gemma2, Qwen 2, Mistral Nemo, Phi-3.5, and more.
Finally, the researchers make available the source code, pretrained models, and dataset to spur additional research on multilingual language models for low-resource languages. For additional details, refer to the article here. ByT5 ByT5, a token-free form of multilingual T5, streamlines the ...
Security: Protecting AI models and systems from adversarial attacks and ensuring data security In the context of AI systems development and deployment, several strategic approaches are pivotal for success, such as: Data governance: Implementing effective data management practices, including cleaning, la...
让我们把所有组件连接起来,用前面的例子"Mixtral 8x7B is a Large Language Model…"来理解 SMoE 在具体实践中是如何工作的。第一个token "Mixtral "经过路由器(Route),确定将由哪些专家模型来处理,并确定每个专家模型需要对生成的输出内容所做的贡献(权重)。只激活两个专家模型而不是全部专家模型,可以节省推理...
Prometheus is an open-source monitoring system for cloud-native applications or environments. It employs a dimensional time-series data model and identifies the data using a metric name and a set of key-value pairs. Prometheus uses a powerful query language named PromQL to collect and analyze the...