LLaMA2

Performance Comparison of Mainstream Inference Frameworks on Llama 2

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Performance Comparison of Mainstream Inference Frameworks on Llama 2

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP graduate 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, especially for beginners. Reprinted from | … 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

Four Lines of Code to Triple Large Model Context Length

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Four Lines of Code to Triple Large Model Context Length

Crecy from Aofeisi Quantum Bit | WeChat Official Account QbitAI No fine-tuning is required; just four lines of code can triple the context length of large models! Moreover, it is “plug-and-play” and theoretically adaptable to any large model, successfully tested on Mistral and Llama2. With this technology, large models (LargeLM) can transform into LongLM. Recently, … Read more

GPT-4 vs Meta’s LLaMA2: A Comparative Analysis

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GPT-4 vs Meta's LLaMA2: A Comparative Analysis

Everything related to artificial intelligence is developing too quickly. Within less than a week of Meta launching its AI model LLaMA2, startups and researchers have already developed chatbots and AI assistants using it. Some companies are beginning to roll out products using this model; it’s only a matter of time. In my previous article, I … Read more

Transforming Text to SQL with LLaMA2: A Local LLM Guide

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Transforming Text to SQL with LLaMA2: A Local LLM Guide

With the rapid development of large model technology, how to fully utilize AI while ensuring data privacy has become a hot topic. Open-source local large language models (LLMs) are gradually becoming an important tool to solve this problem. Today, we will introduce a star-level open-source model—LLaMA2, and see how it seamlessly implements the “text to … Read more