Blog
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Open LLMs on GKE – Llama 2 and Beyond
Are you looking to take your GenAI platform game to the next level? LLaMa-2 is a powerful open source language model that can be fine-tuned on your own custom dataset to perform a variety of tasks, such as text generation, translation, and summarization. Combined with Google Kubernetes (GKE), the most scalable Kubernetes platform for running…
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How to install LLaVa LLM Locally
You can install LLaVA LLM for free on your local host. It’s free, open-source, and includes a vision feature. Let us show you how. I found LLaVA last week and decided to try it out. I tested it in different ways and was really impressed with it. I saw many people asking, “How can I…
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Llama-2 Keeps Getting Better
Llama-2 Keeps Getting Better. We present a series of long-context LLMs that support effective context windows of up to 32,768 tokens. Our model series are built through continual pretraining from LLAMA 2 with longer training sequences and on a dataset where long texts are upsampled. We perform extensive evaluation on language modeling, synthetic context probing tasks,…
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Llemma LLM
Llemma LLM – a Language Model for Mathematics. The model was kick-started with weights from Code Llama 7B and underwent training on Proof-Pile-2 for a duration covering 200B tokens. There’s also a variant of this model boasting 34B parameters, dubbed Llemma 34B. Performance Insights Llemma models excel in sequential mathematical thinking and are adept at…
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Top 7 LLama 2 Alternatives
In the realm of Large Language Models (LLMs), Meta’s LLaMA 2 has certainly made waves. However, the tide of innovation never rests, and there are several alternative LLMs out there that offer a different set of features and capabilities. In this article, we delve into Top 7 LLama 2 Alternatives, shedding light on what sets…
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What are LLMs?
Lately, there’s been a surge in interest around Large Language Models (LLMs) such as GPT-4, Llama 2, and PaLM 2. But what exactly are they? In a nutshell: What are LLMs? Originally, LLMs were designed to understand text, extracting information like sentiment and summarization. But with vast training data, they’ve evolved to program, translate, and…
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Meet LLama-2 competitor Zephyr-7B
The LLama-2 competitor Zephyr-7B is a 7 billion parameter model, fine-tuned on Mistral-7b outperform Llama 2 70B Chat on MT Bench. You can read detailed comparison Mistral 7B vs LLaMa. Zephyr is a series of language models designed to serve as helpful assistants. Zephyr-7B-α is the first model in this series and represents a fine-tuned version of Mistral-7B-v0.1.…
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LLaMa 2 + RAG
Want to build ChatGPT for your own data? LLaMa 2 + RAG (Retrieval Augmented Generation) is all you need! But what exactly is RAG? Within a chatbot framework, RAG empowers LLMs like Llama 2 to produce responses that are grounded in contextual relevance. When a user poses a question or a statement, the system consults…
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How to Deploy Llama 2 on AWS Sagemaker
In previous article we mentioned that Llama 2 is available on Sagemaker. In this piece we will guide you how to Deploy Llama 2 on AWS Sagemaker. Deploying on AWS Sagemaker To deploy the Llama-2–7B model on AWS Sagemaker, ensure you possess an AWS Account with administrative rights. Begin by logging in and navigating to…