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This is the repo for the online course "Applied NLP"
Turns Data and AI algorithms into production-ready web applications in no time.
Examples and guides for using the OpenAI API
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
Source for https://fullstackdeeplearning.com
Build ChatGPT over your data, all with natural language
Leaderboard Comparing LLM Performance at Producing Hallucinations when Summarizing Short Documents
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supportin…
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.
An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation
Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
🐢 Open-Source Evaluation & Testing for ML models & LLMs
In Generative AI with Large Language Models (LLMs), you’ll learn the fundamentals of how generative AI works, and how to deploy it in real-world applications.
A comprehensive guide to building RAG-based LLM applications for production.
Interactively explore unstructured datasets from your dataframe.
Machine Learning University: Accelerated Natural Language Processing Class
A joint community effort to create one central leaderboard for LLMs.
AI Talks - ChatGPT Assistant via Streamlit
Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.
The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.
This project provides an API with user level access support to transcribe speech to text using a finetuned and processed Whisper ASR model.
prompt2model - Generate Deployable Models from Natural Language Instructions
Automatic Generation of Visualizations and Infographics using Large Language Models
Your AI second brain. Get answers to your questions, whether they be online or in your own notes. Use online AI models (e.g gpt4) or private, local LLMs (e.g llama3). Self-host locally or use our c…
Get up and running with Llama 3.1, Mistral, Gemma 2, and other large language models.
FacTool: Factuality Detection in Generative AI