ASHNOORSINGH's repositories
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.
gemma_pytorch
The official PyTorch implementation of Google's Gemma models
guardrails
Adding guardrails to large language models.
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
tiktoken
tiktoken is a fast BPE tokeniser for use with OpenAI's models.
Megatron-DeepSpeed
Ongoing research training transformer language models at scale, including: BERT & GPT-2
jina
☁️ Build multimodal AI applications with cloud-native stack
NeMo
NeMo: a framework for generative AI
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.
openai-cookbook
Examples and guides for using the OpenAI API
text-generation-inference
Large Language Model Text Generation Inference
data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
ColossalAI
Making large AI models cheaper, faster and more accessible
OpenLLM
Operating LLMs in production
yolov9
Implementation of paper - YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information
Prompt-Engineering-Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
mergekit
Tools for merging pretrained large language models.
ai-collection
The Generative AI Landscape - A Collection of Awesome Generative AI Applications
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
GPTCache
Semantic cache for LLMs. Fully integrated with LangChain and llama_index.
system-design
Learn how to design systems at scale and prepare for system design interviews
LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
TTS
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
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).
generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
Open-Sora
Building your own video generation model like OpenAI's Sora
Awesome-LLM
Awesome-LLM: a curated list of Large Language Model
Andrew-NG-Notes
This is Andrew NG Coursera Handwritten Notes.
gemma
Open weights LLM from Google DeepMind.