Dive-into-LLMs Tutorial for Beginners. Contribute to cooelf/dive-into-llms development by creating an account on GitHub.
https://towardsdatascience.com/getting-started-with-langchain-a-beginners-guide-to-building-llm-powered-applications-95fc8898732ctowardsdatascience.com/getting-started-with-langchain-a-beginners-guide-to-building-llm-powered-applications-95fc8898732c A LangChain tutorial to build anything with lar...
4-bit LLM Quantization with GPTQ by Maxime Labonne: Tutorial on how to quantize an LLM using the GPTQ algorithm with AutoGPTQ.(mlabonne.github.io/blog) Understanding Activation-Aware Weight Quantization by FriendliAI: Overview of the AWQ technique and its benefits.(medium.com/friendliai/u...
17 Python & Pytest Basics – Where to find them in the tutorial Programmatic solution to evaluate LLM Metrics with Langchain and RAGAS Libraries 18 Making connection with OpenAI using Langchain Framework for RAGAS 19 End to end -Evaluate LLM for ContextPrecision metric with SingleTurn Test data ...
Discover 12 LLM project ideas with easy-to-follow visual guides and source codes, suitable for beginners, intermediate students, final-year scholars, and experts.
Snowflake Tutorial For Beginners: From Architecture to Running Databases Learn the fundamentals of cloud data warehouse management using Snowflake. Snowflake is a cloud-based platform that offers significant benefits for companies wanting to extract as much insight from their data as quickly and efficie...
Python Data Science Handbook: Free digital book that is a great resource for learning pandas, NumPy, matplotlib, and Seaborn. freeCodeCamp - Machine Learning for Everybody: Practical introduction to different machine learning algorithms for beginners. Udacity - Intro to Machine Learning: Free course...
Streamlit's comprehensive documentation provides detailed guidance on various aspects of building interactive applications, making it easier for developers to find solutions to their queries.● Flexibility and Extensibility: While Streamlit is easy for beginners, it also offers flexibility and extensibility ...
在单个GPU有效微调Llama-v2-7b|Efficient Fine-Tuning for Llama-v2-7b on a Single GPU中英字幕 59:53 Local Retrieval Augmented Generation (RAG) from Scratch (step by step tutorial) 05:41:00 Andrej《让我们构建GPT|Lets build GPT_ from scratch, in code, spelled out》中英字幕(deepseek 01:56...
This tutorial is for anyone who wants to fine-tune powerful large language models such as Llama2, Mistral for their own projects. We will walk you through the steps to fine-tune these large language models (LLMs) with MoAI Platform. ...