Libraries, tools, recipes, sample codes and workshop contents for LLM
- Dream Demo
- Copilot Single Agent
- Copilot Multi Agent
- Chat with your data - Code
- Chat with Stuctured - Code
- Azure chatGPT Code
- Azure AI Language video series
- GPT Smart Search Architecture
- Knowledge Mining with OpenAI
- Business Process Automation
- ChatGPT with SQL Server
- MS MARCO - collection of datasets focused on deep learning in search.
- DeepSpeed Examples - Example models using DeepSpeed - Microsoft
- GPT-4-LLM - Instruction Tuning with GPT-4 - Research Project
- GPT - ALE - Generative Pre-trained Transformer - Active Learning Engine - Research Project - Microsoft
- DeepSpeed Chat - Microsoft
- OpenAI Cookbook - Open AI
- ChatGPT Retrieval Plugin - Open AI
- LLAMA Index - Open Source
- SPTAG - Vector Search - Open Source - Microsoft
- Open AI Samples - Azure OpenAI
- Msft Semantic Kernel - Microsoft - Langchain Alternative
- Auto GPT
- Stanford DSP RAG
- Open LLaMA
- MPT-7B
- Guidance - Microsoft Open Source
- Transformer Agents - Hugging Face
- Transformer can do anything colab - Google
- chatGPT Enterprise
- Accelerator on Search and OpenAI - Microsoft
- ChatGPT + Enterprise data with Azure OpenAI - Microsoft
- Natural Language Query - Microsoft
- Private GPT
- Document Analysis using GPT-3
- Vector Search + Azure Cognitive Search
- Knowledge Mining with Open AI
- Redis + chatGPT Q&A - Redia as Vector Database
- chatGPT Memory
- MotorHead LLM Memory
- LoRA - Microsoft
- OpenAI Logging - Addn Document
- LMQL
- MMReact
- azure openai apim - Microsoft
- cognitive search vector - Microsoft
- KG guided NLP
- Type Chat - TypeChat replaces prompt engineering with schema engineering - Msft
- DeepSpeed Chat - Easy, Fast and Affordable RLHF Training Framework - Msft
- Flowise - Build LLM Apps Easily
- Autogen - Framework to build LLM applications using multiple agents - Microsoft
- Azure OpenAI Quick Demos - Python notebook
- Workshop Wiki
- SDP OpenAI Workshop
- OpenAI in a Day
- Semantic Kernel - Microsoft
- Zammo Accelerator
- ML Msft Conference
- Data Science for Manager - Generalization, Utility, and Experimentation: ML Concepts for Making Better Business Decisions
- Formal Algorithms for Transformers
- LLM for production - Chip
- RLHF - Chip
- MLOPs - Chip
- Why Can GPT Learn In-Context?
- ChatGPT Prompt Engineering for Developers - Andrew Ng
- LLM Practical Guide
- Embedding Tutorial - Azure
- Unlimiformer: Long-Range Transformers with Unlimited Length Input - paper
- Unlimiformer - Code
- Distilling Step-by-Step - Paper
- Search in the chain - Paper
- InstructGPT Paper - Paper
- Gil Strang's Final 18.06 Linear Algebra Lecture
- LLM Foundation Models on AML - Microsoft
- Analytical Application on chatGPT - Microsoft
- Prompt Guide - Github
- Flash Attention
- Transformers - Stanford
- LinkedIn Post
- Redis Collection - Microsoft
- Text to SQL Paper
- Grounding LLMs
- Open Challenges in LLM - Huyen Blog 2
- Fine Tuning LLama2 7b on AML
- Azure OpenAI Cost Mgmt
- Best Practices for chatGPT Implentation
- Streamlit Deployment on Azure
- Jeremy's guide to Langauge Models
- Radius - open-source, cloud-native, application platform
- channel9 - AI Show - videos for developers from people building Microsoft products and services.
- SDP OpenAI Workshop Event
- FY23 Innovation Workshops
- List of Open Source LLMs
- Prompts are Knowledge Graphs
- Sparks of AGI: early experiments with GPT-4
- Fine Tune Open LLMs
- AOAI Infohraphics
- Streamlit on Azure
- The Inside Story of ChatGPT’s Astonishing Potential - Ted Talk
- Lamini
- Query-based document summarization - Azure Learning
- Hugging chat
- Ahead of AI - AI Research Highlights
- chatgpt and conversational memory
- Meerkat - Stanford
- Analytic on GPT
- Reframing Prompt
- Vector Similarity with Redis
- Granular Chargebacks in Azure OpenAI Service
- a16z
- Knowledge Graph + LLM
- Azure OpenAI Indept Blog
- Podcast Copilot Kevin Scott
- What runs chatGPT
- Emerging LLM Architecture
- The New Moat
- Yann LeCun chatGPT Talk
- LLM Adaptation Guide - Foundation Capital Blog
- Multi Modal Transaltion Model - Meta
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