Pinned Repositories
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
Advanced_RAG
Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 , Agents.
AI-Agents
Design Patterns for Multi Agents Frameworks Like Autogen, Langraph, Taskweaver, Crewai,etc
ai-collection
The Generative AI Landscape - A Collection of Awesome Generative AI Applications
awesome-system-design-resources
This repository contains System Design resources which are useful while preparing for interviews and learning Distributed Systems
computer-vision-YOLO-notebooks
Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.
hands-on-llms
🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
LLM-Finetuning
LLM Finetuning with peft
The-Grand-Complete-Data-Science-Materials
ASHNOORSINGH's Repositories
ASHNOORSINGH/generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
ASHNOORSINGH/LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
ASHNOORSINGH/ai-collection
The Generative AI Landscape - A Collection of Awesome Generative AI Applications
ASHNOORSINGH/Andrew-NG-Notes
This is Andrew NG Coursera Handwritten Notes.
ASHNOORSINGH/Awesome-LLM
Awesome-LLM: a curated list of Large Language Model
ASHNOORSINGH/ColossalAI
Making large AI models cheaper, faster and more accessible
ASHNOORSINGH/data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
ASHNOORSINGH/Data-Science-Gen-AI-Playlist-2024
ASHNOORSINGH/gemma
Open weights LLM from Google DeepMind.
ASHNOORSINGH/gemma_pytorch
The official PyTorch implementation of Google's Gemma models
ASHNOORSINGH/GPTCache
Semantic cache for LLMs. Fully integrated with LangChain and llama_index.
ASHNOORSINGH/guardrails
Adding guardrails to large language models.
ASHNOORSINGH/jina
☁️ Build multimodal AI applications with cloud-native stack
ASHNOORSINGH/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.
ASHNOORSINGH/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
ASHNOORSINGH/Megatron-DeepSpeed
Ongoing research training transformer language models at scale, including: BERT & GPT-2
ASHNOORSINGH/mergekit
Tools for merging pretrained large language models.
ASHNOORSINGH/ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
ASHNOORSINGH/NeMo
NeMo: a framework for generative AI
ASHNOORSINGH/Open-Sora
Building your own video generation model like OpenAI's Sora
ASHNOORSINGH/openai-cookbook
Examples and guides for using the OpenAI API
ASHNOORSINGH/OpenLLM
Operating LLMs in production
ASHNOORSINGH/Prompt-Engineering-Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
ASHNOORSINGH/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).
ASHNOORSINGH/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.
ASHNOORSINGH/system-design
Learn how to design systems at scale and prepare for system design interviews
ASHNOORSINGH/text-generation-inference
Large Language Model Text Generation Inference
ASHNOORSINGH/tiktoken
tiktoken is a fast BPE tokeniser for use with OpenAI's models.
ASHNOORSINGH/TTS
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
ASHNOORSINGH/yolov9
Implementation of paper - YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information