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Showing posts with label codellama. Show all posts
Showing posts with label codellama. Show all posts
Sunday, March 31, 2024

Hugging Face - Part4 - Containerize your LLM app using Python, FastAPI, and Docker

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In this exercise, our objective is to integrate an API endpoint for the Large Language Model (LLM) provided by Hugging Face using FastAPI. A...
Friday, March 29, 2024

Generative AI and LLMs Blog Series

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In this blog series we will explore the fascinating world of Generative AI and Large Language Models (LLMs). We delve into the latest advanc...
Saturday, February 24, 2024

Hugging Face - Part3 - Inference with Code Llama using LangChain

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In the field of understanding and working with human language (NLP), Hugging Face is a key platform that provides many pre-trained models fo...
Wednesday, February 21, 2024

Hugging Face - Part2 - Code generation with Code Llama - Instruct

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Code Llama , an impressive publicly available machine learning model, is a specialised version of Llama 2 that was created by further traini...
Thursday, February 1, 2024

Ollama - Part4 - Vision assistant using LLaVA

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In this exercise we will interact with LLaVA which is an end-to-end trained large multimodal model and vision assistant. We will use the Oll...
Saturday, January 27, 2024

Ollama - Part3 - Web UI for Ollama to interact with LLMs

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In the previous blog posts, we covered the deployment of Ollama on Kubernetes cluster and demonstrated how to prompt the Language Models (L...
Monday, January 15, 2024

Ollama - Part1 - Deploy Ollama on Kubernetes

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Docker published GenAI stack around Oct 2023 which consists of large language models (LLMs) from Ollama, vector and graph databases from Ne...