Ammar

TinyStories. code to train a gpt-2 model to train it on tiny stories dataset according to the TinyStories paper

Sophia. replacement of AdamW and Lion optimizer for LLMs

bert. A complete guide in generating text using bert and fine-tune

forwardalgorithms. A tensorflow implementation of the Forward-Forward Algorithm from NeurIPS '22.

Forward-Forward-JAX. Forward Forward Algorithm Implementation in Jax

intel-hf. inferencing HF models using Intel CPUs, XPUs and Intel architecture

Shape-E-Gradio. Creating a gradio ui for Shape-E model from OpenAI

audio-segment. repurposing audio to speak something else

wasteclassification. an object detection model to find waste on the fly

Shallow-learning. Replicating brain's low energy high efficiency model architecture & calculating (maths)

inference-decoding. continuously updating with my fav. fastest llm inference techniques and all are tested on supercomputer leonardo

WasteNet. Re-creating UK's leading Waste Classification Algorithm

Strassen-Matrix. Fast Matrix multiplication algorithm (strassen implementation in Python)

open-listen. reverse engineering listening.io

NELL-Knowledge. A knowledge graph plotting using NELL (Never-Ending Language Learning)

helper-functions. commonly used functions by me

Model-Xoo. A flask backend model zoo alike Anki dataset layout

codeforce-leetcode. dump site for competitive programming problems

codellama-inference. a complete guide to perform inference on codellama

nengo-dl. Deep learning integration for Nengo