A local-first personal finance app

Documentation on building an at home budget 48 GB VRAM AI server.

✨ Innovative and open-source visualization application that transforms various data formats, such as JSON, YAML, XML and CSV into interactive graphs.

Run your GitHub Actions locally 🚀

LLM101n: Let's build a Storyteller

🪼 a python library for doing approximate and phonetic matching of strings.

All the resources you need to get to Senior Engineer and beyond

A collection of learning resources for curious software engineers

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Finetune Falcon, LLaMA, MPT, and RedPajama on consumer hardware using PEFT LoRA

Using Low-rank adaptation to quickly fine-tune diffusion models.

Efficient few-shot learning with Sentence Transformers

A very simple framework for state-of-the-art Natural Language Processing (NLP)

A Natural Language Processing course taught by Professor Ghassemi

Implementation of papers in 100 lines of code.

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.

Implementation of diffusion models in pytorch for custom training.

Compact and Minimal LaTeX Resume Template

A LaTeX resume template 📝

My curriculum vitae (CV) written using LaTeX.

A One Page Two Column Resume Latex Template

📄 Awesome CV is LaTeX template for your outstanding job application

A one page , two asymmetric column resume template in XeTeX that caters to an undergraduate Computer Science student

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

[ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters

Supplementary material for "Understanding Parameter-Efficient Finetuning of Large Language Models: From Prefix Tuning to Adapters"