Pinned Repositories
AI-Agents-in-LangGraph
Master the art of building and enhancing AI agents. Learn to develop flow-based applications, implement agentic search, and incorporate human-in-the-loop systems using LangGraph's powerful components.
alpaca-lora
Instruct-tune LLaMA on consumer hardware
annotated-transformer
An annotated implementation of the Transformer paper.
ApplicationsBuildWithLLMs
ask-multiple-pdfs
A Langchain app that allows you to chat with multiple PDFs
Perplexity-Clone-v0.1
This is a repository which uses LangChain LangGraph and DuckduckGo to create a Perplexity Clone
WhirlwindTourOfPython
The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"
somitm's Repositories
somitm/AI-Agents-in-LangGraph
Master the art of building and enhancing AI agents. Learn to develop flow-based applications, implement agentic search, and incorporate human-in-the-loop systems using LangGraph's powerful components.
somitm/Awesome-LLM
Awesome-LLM: a curated list of Large Language Model
somitm/Awesome-LLMOps
An awesome & curated list of best LLMOps tools for developers
somitm/WhirlwindTourOfPython
The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"
somitm/GCP-generative-ai
Sample code and notebooks for Generative AI on Google Cloud
somitm/Generative-AI-for-Cloud-Solutions
Generative AI for Cloud Solutions, published by Packt
somitm/generative-ai-on-aws
Generative AI on AWS
somitm/gpt_examples
somitm/langchain-ask-pdf
An AI-app that allows you to upload a PDF and ask questions about it. It uses OpenAI's LLMs to generate a response.
somitm/lit-gpt
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.
somitm/llama-recipes
Examples and recipes for Llama 2 model
somitm/llama2.c
Inference Llama 2 in one file of pure C
somitm/llm
Repo for some llm fun
somitm/llm-app
Dynamic RAG for enterprise. Ready to run with Docker,⚡in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.
somitm/llm-awq
AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
somitm/LLM-Finetuning
LLM Finetuning with peft
somitm/LLM-FineTuning-Large-Language-Models
LLM (Large Language Model) FineTuning
somitm/LLM-notebooks
Collection of notebook guides created by the Brev.dev team!
somitm/LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
somitm/Mastering-Large-Language-Models
Mastering Large Language Models, by BPB Publications
somitm/Mastering-Large-Language-Models-with-Python
Ultimate Large Language Models (LLMs) for Enterprises with Python, published by Orange, AVA™
somitm/minimal-trainer-zoo
Minimal example scripts of the Hugging Face Trainer, focused on staying under 150 lines
somitm/pearson-gpt-training-engineer
somitm/pearson-llm-dev-intro
somitm/pearson-llm-production-integration
somitm/Prompt-Engineering-Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
somitm/quick-start-guide-to-llms
somitm/RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.
somitm/Transformers-for-NLP-2nd-Edition
Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more
somitm/wandb-edu
Educational materials on deep learning by Weights & Biases