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alchemylab

A place where I experiment with AI and share with a world

autotrain-advanced

🤗 AutoTrain Advanced

bi-att-flow

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

bitnet-transformers

0️⃣1️⃣🤗 BitNet-Transformers: Huggingface Transformers Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch with Llama(2) Architecture

crewai-examples

dali

A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications

deeplearningexamples

Deep Learning Examples

differentiable-plasticity

Implementations of the algorithms described in Differentiable plasticity: training plastic networks with gradient descent, a research paper from Uber AI Labs.

dressgan

Dress styles generation using GANs using TensorFlow

fastai-v3

Starter app for fastai v3 model deployment on Render

fastai2-tabular-baselines

A few baselines with a standard tabular model

fastbook

The fastai book, published as Jupyter Notebooks

gorilla

Gorilla: An API store for LLMs

imagenet18

Code to reproduce "imagenet in 18 minutes" experiments

llm-zero-to-hundred

This repository contains different LLM chatbot projects (RAG, LLM agents, etc.) and well-known techniques for training and fine tuning LLMs.

lm-hackers

Hackers' Guide to Language Models

local-rag-example

Build your own ChatPDF and run them locally

lorax

Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs

ludwig

Low-code framework for building custom LLMs, neural networks, and other AI models

malmo-challenge

Task and example code for the Malmo Collaborative AI Challenge

models

Models and examples built with TensorFlow

oai-harvest

Python package for harvesting records from OAI-PMH provider(s).

phi-3-mini-finetunig-python-code

Finetuning and testing the Phi-3-mini model for python code generation, LoRA and QLoRA

powerbiexamples

practical-deep-learning-for-coders-2.0

Notebooks for the "A walk with fastai2" Study Group and Lecture Series

presumm

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

python-machine-learning

Tutorials on Machine Learning and Deep Learning with Python

pytorch-lamb

Implementation of https://arxiv.org/abs/1904.00962

skystone

FTC SDK

study