AllenNLP

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

MetaGPT Open-Source Auto-Generated Agentic Workflow

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MetaGPT Open-Source Auto-Generated Agentic Workflow

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, 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 circles of natural language processing and machine learning at home and abroad, … Read more

Latest ReWOO Framework Addresses Auto-GPT and LangChain Redundancy

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Latest ReWOO Framework Addresses Auto-GPT and LangChain Redundancy

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP master’s and doctoral students, university professors, 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, especially for beginners. With … Read more

LangChain and ChatGLM Local Q&A Bot Development Project

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LangChain and ChatGLM Local Q&A Bot Development Project

In the current field of artificial intelligence research and applications, large model technologies such as Transformer, BERT, and the GPT series have become the core technological drivers. LangChain and ChatGLM, as applications based on large models, provide new ideas and solutions in the fields of Q&A systems and dialogue systems. To adapt to this trend, … Read more

Building a Chatbot with LLAMA, LangChain, and Python

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Building a Chatbot with LLAMA, LangChain, and Python

Chatbot development is a challenging and complex task that requires a combination of various technologies and tools. In this field, the combination of LLAMA, LangChain, and Python forms a powerful trio, providing excellent support for the design and implementation of chatbots. First, LLAMA is a powerful natural language processing tool with advanced semantic understanding and … Read more

Building Llama 3.2 from Scratch with Llama 2

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Building Llama 3.2 from Scratch with Llama 2

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, 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 circles of natural language processing and machine learning at home and abroad, … Read more

Is Meta’s Open Source ChatGPT Alternative Worth Using?

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Is Meta's Open Source ChatGPT Alternative Worth Using?

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP master’s and doctoral students, university teachers, and corporate researchers. 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 | … Read more

Step-by-Step Implementation of Llama3 Model from Scratch (Python)

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Step-by-Step Implementation of Llama3 Model from Scratch (Python)

Source: Algorithm Advancement This article is approximately 6800 words long and is recommended for a 13-minute read. This article teaches you how to implement Llama3 from scratch. Since Meta released the open-source model Llama3 series, it has outperformed industry SOTA models on several key benchmarks and has a significant lead in code generation tasks. Amazing! … Read more

Building an LLM from Scratch: A Step-by-Step Guide

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Building an LLM from Scratch: A Step-by-Step Guide

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP master’s and PhD students, university teachers, and researchers from enterprises. The vision of the community is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, especially for beginners. … 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