Open Source

Accelerating Face Recognition Technology Development: Open Source Libraries and Datasets

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Accelerating Face Recognition Technology Development: Open Source Libraries and Datasets

Face recognition is ubiquitous in our lives, for example, in building access control systems, where it replaces traditional access cards or passwords, enhancing convenience and security. In terms of mall security, face recognition is widely used in monitoring systems, helping to identify and track potential criminals or missing persons, thus improving safety measures. Additionally, unlocking … Read more

Effortless Chinese and English Speech Recognition and Synthesis

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Effortless Chinese and English Speech Recognition and Synthesis

Introduction When it comes to the most common AI application scenarios in daily life, speech synthesis and recognition are undoubtedly among the most familiar. From the announcements in map navigation, WeChat voice-to-text, mobile voice input, to the Baidu smart speaker, all rely on speech technology. How is speech technology achieved? What ready-made open-source code can … Read more

Three Agents Equal One GPT-4: A Collaborative Framework Based on Open Source Models

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Three Agents Equal One GPT-4: A Collaborative Framework Based on Open Source Models

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP graduate students, university teachers, and researchers from enterprises. The Community’s Vision is to promote communication and progress between the academic and industrial fields of natural language processing and machine learning, especially for the progress of beginners. Reprinted … Read more

Summary of Various GPT-4 Autonomous Systems: AutoGPT, AgentGPT, BabyAGI, HuggingGPT, CAMEL

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Summary of Various GPT-4 Autonomous Systems: AutoGPT, AgentGPT, BabyAGI, HuggingGPT, CAMEL

Source: Deephub Imba This article is approximately 1400 words long and suggests a reading time of 5 minutes. Integrating ChatGPT and LLM into various applications is just part of the potential of using language models. The emergence of ChatGPT and LLM technology has swept the world with these state-of-the-art language models, prompting not only AI … Read more

Easy Guide to Deploying Phi3 and Llama3 on Mobile!

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Easy Guide to Deploying Phi3 and Llama3 on Mobile!

About 3100 words, suggested reading time: 10 minutes This article will introduce several latest large models suitable for private deployment, and then guide you step-by-step to deploy them on computers and mobile phones. Large models are undoubtedly the protagonists of this AI revolution,large models are based on Scaling Law. Simply put, the more data, the … Read more

The Dual Faces of AI Source God: Small Parameters, Big Models Can Reflect, But Are Only Limitedly Open Source

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The Dual Faces of AI Source God: Small Parameters, Big Models Can Reflect, But Are Only Limitedly Open Source

During the tuning process of the Llama 3 model, Chen Tianchu discovered that this open-source large model, supported by powerful computing power and high-quality massive data, indeed “opened a window for an open experience” for enterprises or individual users without sufficient computing power. Author: Qian Yujuan Cover Image: Tuchong Creative More than two weeks have … Read more

Insights on LLAMA-3 from Zhang Junlin

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Insights on LLAMA-3 from Zhang Junlin

MLNLP community is a well-known machine learning and natural language processing community in China and abroad, covering NLP graduate students, university teachers, and researchers in enterprises. The Community’s Vision is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning, especially for beginners. Reprinted from | Weibo … Read more

How the Open Source Model Defeated GPT-4o: Insights on Llama 3.1 405B

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How the Open Source Model Defeated GPT-4o: Insights on Llama 3.1 405B

Follow our WeChat public account to discover the beauty of CV technology This article is reprinted from Machine Heart. After an unexpected leak two days in advance, Llama 3.1 was officially released by Meta last night. Llama 3.1 has extended the context length to 128K, with three versions: 8B, 70B, and 405B, once again raising … Read more

Comprehensive Overview of the Llama Open Source Family: From Llama-1 to Llama-3

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Comprehensive Overview of the Llama Open Source Family: From Llama-1 to Llama-3

MLNLP community is a well-known machine learning and natural language processing community at home and abroad, covering NLP master’s and doctoral students, university teachers, and corporate researchers. The vision of the community is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning at home and abroad, … Read more

The Most Powerful Open Source Large Language Model to Date

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The Most Powerful Open Source Large Language Model to Date

Introduction LLaMA is a large language model released by Meta AI in February 2023. As the first model in this series, LLaMA is a pure base language model designed to provide an open and efficient platform for general language understanding and generation. There are four versions available: 7B, 13B, 33B, and 65B (65 billion). Regarding … Read more