To put it simply, first – you pull models from the Ollama library. Then, you run these models as-is or adjust parameters to customize them for specific tasks. After the setup, you can interact with the models by entering prompts, and they’ll generate the responses....
In https://github.com/ggerganov/llama.cpp/blob/master/convert_hf_to_gguf.py in the get_vocab_base_pre function, there are more than twenty embeddings models included, but not for bert-based-german-cased or Dutch, French, Spanish, Italian, etc. If there is an easy fix for the utf-8...
Yes, it can but it should be avoided. Ollama is designed to use the Nvidia or AMD GPUs. It does not recognize the integrated Intel GPU. While you may go ahead and run Ollama on CPU only, the performance will be way below par even when your 16 core processor is maxed out. How to...
Why Llama matters What is Llama? Llama is a family of LLMs (and LLMs with vision capabilities, or LMMs) like OpenAI's GPT and Google Gemini. Currently, the version numbers are a bit of a mess. Meta is at Llama 4 for some models, and Llama 3.3, 3.2, and 3.1 for others. As more...
Using LlamaIndex as a framework for data integration At the heart of all generative AI functionality is data. Enterprise applications need to be able to access more than just the public data that LLMs are trained on and need to incorporate structured, unstructured, and semi-structured data from...
LLaMA 3, which stands for Large Language Model Meta AI 3, is the latest open-source large language model development service created by Meta. It’s been trained on a huge amount of text data, which helps it understand language really well....
Be it a sophisticated Q&A system, an interactive chatbot, or intelligent agents, LlamaIndex lays down the foundation for your ventures into the realm of what is Retrieval Augmented Generation (RAG).RAG mechanism amplifies the prowess of LLMs with the essence of your custom data. Components of ...
01-ai/Yi-1.5Public NotificationsYou must be signed in to change notification settings Fork35 Star552 New issue taozhiyuaiopened this issueMay 12, 2024· 3 comments taozhiyuaicommentedMay 12, 2024 what is the prompt template on ollama
Meta AI’s Llama stack. Meta AI Running Llama Models You canrun Llama modelsonLinux,Windows,macOS, andin the cloud. I’ve had good luck running quantized Llama models on a M4 Pro MacBook Pro usingOllama, specifically Llama 3.2 and Llama 3.2-Vision. ...
The Azure AI Model Inference is an API that exposes a common set of capabilities for foundational models and that can be used by developers to consume...