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A python module to repair invalid JSON from LLMs
Comprehensive guide to learn RAG from basics to advanced.
Library for fast text representation and classification.
This repository contains an implementation of the LLaMA 2 (Large Language Model Meta AI) model, a Generative Pretrained Transformer (GPT) variant. The implementation focuses on the model architectu…
🪄 Create rich visualizations with AI
Research on Tabular Deep Learning: Papers & Packages
⚡ TabPFN: Foundation Model for Tabular Data ⚡
PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
Implementation of TabTransformer, attention network for tabular data, in Pytorch
Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024
Jupyter Notebooks to help you get hands-on with Pinecone vector databases
A customer segmentation project can be approached in multiple ways. In this repository, we will explore advanced techniques for defining clusters and analyzing the results.
Open source speech to text models for Indic Languages
This repository contains the Hugging Face Agents Course.
Unlock the fullest potential of your device
LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and…
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
This series will take you on a journey from the fundamentals of NLP and Computer Vision to the cutting edge of Vision-Language Models.
Composio equip's your AI agents & LLMs with 100+ high-quality integrations via function calling
Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 , Agents.
Jupyter notebooks for course Building and Evaluating Advanced RAG Applications, taught by Jerry Liu (Co-founder and CEO of LlamaIndex) and Anupam Datta (Co-founder and chief scientist of TruEra).
Fine-Tuning Llama3-8B LLM in a multi-GPU environment using DeepSpeed
Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.
𝑫𝒆𝒗𝑶𝒑𝒔 𝑹𝒆𝒂𝒍 𝑾𝒐𝒓𝒍𝒅 𝑷𝒓𝒐𝒋𝒆𝒄𝒕𝒔 𝒇𝒐𝒓 𝑨𝒔𝒑𝒊𝒓𝒊𝒏𝒈 𝑫𝒆𝒗𝑶𝒑𝒔 𝑬𝒏𝒈𝒊𝒏𝒆𝒆𝒓𝒔 [𝑩𝒆𝒈𝒊𝒏𝒏𝒆𝒓 𝒕𝒐 𝑨𝒅𝒗𝒂𝒏𝒄𝒆𝒅]
Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, LLMs, RAGs, LangChain, LangGraph, Fine-tuning Llama 3 & AI Agents (CrewAI)