Usha Krishnan's repositories
SearchWithOpenAI
Quick start. Index multiple documents in a repository using HuggingFace embeddings. Save them in Chroma and / or FAISS for recall. Choose OpenAI or Azure OpenAI APIs to get answers to your questions - Q&A with OpenAI and Azure OpenAI.
awesome-llm-finetuning
Resources to aid your learning of LLM finetuning.
alpaca-lora
Instruct-tune LLaMA on consumer hardware
Phi-x-Samples
Phi-x Samples
azure-search-openai-demo
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
azureml-examples
Official community-driven Azure Machine Learning examples, tested with GitHub Actions.
CompanionLLM
CompanionLLM - A framework to finetune LLMs to be your own sentient conversational companion
cookbook
Chainlit's cookbook repo
FastChat
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
FinGPT
Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We release the trained model on HuggingFace.
flutter-amazon-clone-tutorial
Full Stack Amazon Clone with Admin Panel using Flutter, Node, MongoDB
instruct-eval
This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.
kernel-memory
Index and query any data using LLM and natural language, tracking sources and showing citations.
langchain-nextjs-template
LangChain + Next.js starter template
llm_qlora
Fine-tuning LLMs using QLoRA
MachineLearningNotebooks
Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft
ollama
Get up and running with Llama 2 and other large language models locally
ollama_samples
Experimental ground samples for ollama
peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
qlora
QLoRA: Efficient Finetuning of Quantized LLMs
semantic-kernel
Integrate cutting-edge LLM technology quickly and easily into your apps
Storyblocks
✨ Experience the enchantment of Story Blocks: an open-source project merging AI text generation and image synthesis to create captivating video narratives. 📚🎥 Watch as your text prompts come to life with stunning visuals, exploring new frontiers in storytelling!
text-generation-webui
A Gradio web UI for Large Language Models. Supports transformers, GPTQ, llama.cpp (ggml), Llama models.