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.

License:Apache-2.0Stargazers:0Issues:0Issues:0

gemma_pytorch

The official PyTorch implementation of Google's Gemma models

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guardrails

Adding guardrails to large language models.

License:Apache-2.0Stargazers:0Issues:0Issues:0

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

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tiktoken

tiktoken is a fast BPE tokeniser for use with OpenAI's models.

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License:GPL-3.0Stargazers:0Issues:0Issues:0

Megatron-DeepSpeed

Ongoing research training transformer language models at scale, including: BERT & GPT-2

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jina

☁️ Build multimodal AI applications with cloud-native stack

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NeMo

NeMo: a framework for generative AI

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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.

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openai-cookbook

Examples and guides for using the OpenAI API

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text-generation-inference

Large Language Model Text Generation Inference

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data-engineer-handbook

This is a repo with links to everything you'd ever want to learn about data engineering

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ColossalAI

Making large AI models cheaper, faster and more accessible

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OpenLLM

Operating LLMs in production

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yolov9

Implementation of paper - YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information

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Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

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mergekit

Tools for merging pretrained large language models.

License:LGPL-3.0Stargazers:0Issues:0Issues:0

ai-collection

The Generative AI Landscape - A Collection of Awesome Generative AI Applications

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ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

License:MITStargazers:0Issues:0Issues:0

GPTCache

Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

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system-design

Learn how to design systems at scale and prepare for system design interviews

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LLMs-from-scratch

Implementing a ChatGPT-like LLM from scratch, step by step

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TTS

🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

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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).

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generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

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Open-Sora

Building your own video generation model like OpenAI's Sora

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Awesome-LLM

Awesome-LLM: a curated list of Large Language Model

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Andrew-NG-Notes

This is Andrew NG Coursera Handwritten Notes.

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gemma

Open weights LLM from Google DeepMind.

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