Usha Krishnan's repositories
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
autogen
A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap
gateway
A Blazing Fast AI Gateway. Route to 200+ LLMs with 1 fast & friendly API.
composio
Composio equips agents with well-crafted tools empowering them to tackle complex tasks
langroid
Harness LLMs with Multi-Agent Programming
Phi-x-Samples
Phi-x Samples
FinGPT
Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We release the trained model on HuggingFace.
FastChat
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
azureml-examples
Official community-driven Azure Machine Learning examples, tested with GitHub Actions.
ollama_samples
Experimental ground samples for ollama
ollama
Get up and running with Llama 2 and other large language models locally
CompanionLLM
CompanionLLM - A framework to finetune LLMs to be your own sentient conversational companion
langchain-nextjs-template
LangChain + Next.js starter template
semantic-kernel
Integrate cutting-edge LLM technology quickly and easily into your apps
kernel-memory
Index and query any data using LLM and natural language, tracking sources and showing citations.
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!
MachineLearningNotebooks
Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft
awesome-llm-finetuning
Resources to aid your learning of LLM finetuning.
instruct-eval
This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.
qlora
QLoRA: Efficient Finetuning of Quantized LLMs
text-generation-webui
A Gradio web UI for Large Language Models. Supports transformers, GPTQ, llama.cpp (ggml), Llama models.
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.
peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
llm_qlora
Fine-tuning LLMs using QLoRA
cookbook
Chainlit's cookbook repo