Mistral

Exploring Mistral-Large and Its Collaboration with Microsoft

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Exploring Mistral-Large and Its Collaboration with Microsoft

1. Mistral and Microsoft’s Collaboration Recently, Microsoft announced a collaboration with Mistral AI, which has attracted considerable attention from industry insiders. The partnership focuses on three core areas: Supercomputing Infrastructure: Microsoft will support Mistral AI through Azure AI supercomputing infrastructure, providing top-tier performance and scale for the training and inference workloads of Mistral AI’s flagship … 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

Getting Started with Mistral: An Introduction

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Getting Started with Mistral: An Introduction

Getting Started with Mistral: An Introduction The open-source Mixtral 8x7B model launched by Mistral adopts a “Mixture of Experts” (MoE) architecture. Unlike traditional Transformers, the MoE model incorporates multiple expert feedforward networks (this model has 8), and during inference, a gating network is responsible for selecting two experts to work. This setup allows MoE to … Read more

Llama-2 + Mistral + MPT: Effective Fusion of Heterogeneous Large Models

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Llama-2 + Mistral + MPT: Effective Fusion of Heterogeneous Large Models

Machine Heart Column Machine Heart Editorial Team Fusion of multiple heterogeneous large language models, Sun Yat-sen University and Tencent AI Lab introduce FuseLLM With the success of large language models like LLaMA and Mistral, many major companies and startups have created their own large language models. However, the cost of training new large language models … Read more

Quickly Deploy Local Open Source Large Language Models Using Ollama

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Quickly Deploy Local Open Source Large Language Models Using Ollama

If you’re starting to explore how to test open source large language models (LLM) with Generative AI for the first time, the overwhelming amount of information can be daunting. There is a lot of fragmented information from various sources on the internet, making it difficult to quickly start a project. The goal of this article … Read more

Ollama: Your Local Large Model Running Expert

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Ollama: Your Local Large Model Running Expert

In 2023, the explosive development of LLMs has taken place. Closed-source large language models, represented by ChatGPT, have demonstrated astonishing capabilities. However, it is well known that when using closed-source large language models like ChatGPT, the data we communicate with AI is collected to train and improve the model. Therefore, when it comes to practical … Read more

Beyond Mistral: The Rise of Mianbi

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Beyond Mistral: The Rise of Mianbi

Author｜Zhou YixiaoEmail｜[email protected] After more than seventy days, Mianbi has released four distinct models following the launch of MiniCPM-2B, and it has also officially announced new financing worth hundreds of millions. This financing was led by Chuanghua Venture Capital and Huawei Hubble, with the Beijing Artificial Intelligence Industry Investment Fund and others participating. Zhihu continues to … Read more

Comparing Mistral AI and Meta: Top Open Source LLMs

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Comparing Mistral AI and Meta: Top Open Source LLMs

Source: Deephub Imba This article is about 5000 words long, and it is recommended to read for 10 minutes. This article will compare Mistral 7B vs Llama 2 7B and Mixtral 8x7B vs Llama 2 70B. To improve performance, large language models (LLMs) typically achieve this goal by increasing the model size. This article will … Read more

CMU’s Authoritative Comparison of Gemini, GPT-3, and Mistral 8*7B

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CMU's Authoritative Comparison of Gemini, GPT-3, and Mistral 8*7B

New Intelligence Report Editor: Shan Ling Alan [New Intelligence Overview] After Google released Gemini, it has claimed that Gemini Pro is superior to GPT-3.5. However, CMU researchers conducted their own tests to provide an objective and neutral third-party comparison. The results show that GPT-3.5 still generally outperforms Gemini Pro, although the gap is not large. … Read more