ASHNOORSINGH's repositories
generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
ai-collection
The Generative AI Landscape - A Collection of Awesome Generative AI Applications
Andrew-NG-Notes
This is Andrew NG Coursera Handwritten Notes.
Awesome-LLM
Awesome-LLM: a curated list of Large Language Model
ColossalAI
Making large AI models cheaper, faster and more accessible
data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
gemma
Open weights LLM from Google DeepMind.
gemma_pytorch
The official PyTorch implementation of Google's Gemma models
GPTCache
Semantic cache for LLMs. Fully integrated with LangChain and llama_index.
guardrails
Adding guardrails to large language models.
jina
☁️ Build multimodal AI applications with cloud-native stack
litgpt
Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
llama-recipes
Scripts for fine-tuning Llama2 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization & question answering. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment.Demo apps to showcase Llama2 for WhatsApp & Messenger
Megatron-DeepSpeed
Ongoing research training transformer language models at scale, including: BERT & GPT-2
mergekit
Tools for merging pretrained large language models.
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
NeMo
NeMo: a framework for generative AI
Open-Sora
Building your own video generation model like OpenAI's Sora
openai-cookbook
Examples and guides for using the OpenAI API
OpenLLM
Operating LLMs in production
Prompt-Engineering-Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
prompttools
Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).
quivr
Your GenAI Second Brain 🧠 A personal productivity assistant (RAG) ⚡️🤖 Chat with your docs (PDF, CSV, ...) & apps using Langchain, GPT 3.5 / 4 turbo, Private, Anthropic, VertexAI, Ollama, LLMs, Groq that you can share with users ! Local & Private alternative to OpenAI GPTs & ChatGPT powered by retrieval-augmented generation.
system-design
Learn how to design systems at scale and prepare for system design interviews
text-generation-inference
Large Language Model Text Generation Inference
tiktoken
tiktoken is a fast BPE tokeniser for use with OpenAI's models.
TTS
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
yolov9
Implementation of paper - YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information