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#Art & Design #Adobe #ChatGPT #GitHub

#Open Source LLMs

Showing: 8 courses
MLOps World: Machine Learning in Production

Private, Local AI: Running Open-Source LLMs Locally

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Explore private AI applications running open-source LLMs locally on personal devices. Learn about encrypted environments for fine-tuning models on sensitive data.
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1 Lesons
37 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Self-Hosted LLM Agent on Your Own Laptop or Edge Device

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探索如何在个人设备上部署开源LLM代理，实现隐私保护、定制化和成本控制。使用WasmEdge和Rust构建高性能AI服务，无需复杂依赖，适用于各种平台。
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1 Lesons
35 minutes
On-Demand
Free-Video
LLMOps Space

Private RAG with Open Source and Custom LLMs - BentoML and OpenLLM

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Explore practical considerations for building private RAG applications using open source and custom LLMs. Learn about OpenLLM and optimize inference performance for RAG deployments.
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1 Lesons
51 minutes
On-Demand
Free-Video
LLMOps Space

Leveraging Open Source Large Language Models for Production

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Explore open-source LLMs, compare with proprietary options, understand economic aspects, evaluate performance, and learn to operate and fine-tune models using dstack.
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1 Lesons
54 minutes
On-Demand
Free-Video
Data Centric

Using Open Source LLMs with AutoGen - Deploying Llama 2 70B Tutorial

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Deploy open-source LLMs with AutoGen using vLLM, Runpod, and Postman to simulate OpenAI chat completion endpoints. Learn to utilize this setup as a direct replacement for OpenAI invocations.
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1 Lesons
19 minutes
On-Demand
Free-Video
Code With Aarohi

Building a Q&A App with RAG, LangChain, and Open-Source LLMs - Step-by-Step Guide

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Step-by-step guide to building a Q&A application using RAG, LangChain, and open-source LLMs. Learn to create a sophisticated system leveraging cutting-edge AI technology for efficient question answering.
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1 Lesons
23 minutes
On-Demand
Free-Video
Data Centric

GPT-4 vs Open Source LLMs: Epic Rap Battles Test Creativity with AutoGen

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Witness open-source LLMs battle GPT4-Turbo in freestyle rap, showcasing linguistic creativity. Compare Wizard LM 70B, Orca-2 13B, and Mistral 7B against the advanced benchmark.
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6 Lesons
30 minutes
On-Demand
Free-Video
Linux Foundation

Creating Versatile AI Agents Through WebAssembly and Rust

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Explore WebAssembly+Rust's role in developing efficient, secure, and portable AI agents for open-source LLMs, enhancing cross-platform compatibility and optimizing resource usage.
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1 Lesons
41 minutes
On-Demand
Free-Video