Blog
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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…
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LLama 2 AWS Environment Cost
Ever wondered how much it would cost to deploy an LLM (Llama 2 or Mistral 7b) on AWS for production? AdithyaSK tested it out by deploying it himself, and we’ll be sharing the details in the blog post. The Production LLama 2 AWS Environment Cost comes to $1.5k per month. Read related article where we…
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LLaVA – an open-source alternatives to GPT-4 Vision
The field of generative AI is swiftly advancing with the introduction of large multimodal models (LMM). These models are revolutionizing our engagement with AI by accepting both text and images as inputs. While OpenAI’s GPT-4 Vision stands out in this domain, its proprietary and commercial nature may restrict its application in some areas. Yet, the…
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Llama 2 As Accurate as GPT-4 for Summaries
Llama 2 provides summaries with a factual accuracy comparable to GPT-4, but at 1/30th the cost. In this experiment, Anyscale team found Llama-2-70b is almost as strong at factuality as gpt-4, and considerably better than gpt-3.5-turbo. The Anyscale Team used Anyscale Endpoints to compare Llama 2 7b, 13b, and 70b (chat-hf fine-tuned) against OpenAI gpt-3.5-turbo…
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Llama 2 on Hugging Face
Llama 2 encompasses a series of generative text models that have been both pretrained and fine-tuned, with sizes varying from 7 billion up to 70 billion parameters. This specific repository is dedicated to the 7B version. For other model links, please refer to the index provided below. Details on the Model Please note: Accessing this…