FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.

Advanced 4-bit QLoRA fine-tuning pipeline for LLaMA 3 8B with production-grade optimization. Memory-efficient training on consumer GPUs for instruction-following specialization. Demonstrates cutting-edge parameter-efficient fine-tuning with Unsloth integration.

Commented source code of Texas Instrument's original Speak and Spell™

A Raspberry Pi Pico (RP2040)-based 2114 SRAM Emulator for the Busch 2090 Microtronic Computer System

Supporting code for "LLMs for your iPhone: Whole-Tensor 4 Bit Quantization"

QuantLLM is a Python library designed for developers, researchers, and teams who want to fine-tune and deploy large language models (LLMs) efficiently using 4-bit and 8-bit quantization techniques.

Arduino library for 4-Bit LED Digital Tube Module with two 74HC595D-chip

This is a VHDL code for 4bit multiplier using 4bit full adder circuit structurally modelled.

These are VHDL codes for a signed 4bit multiplier using 4bit adders. Base on Baugh-Wooley Method.

This emulates the 4bit computer and be able to run on the browser.

📚 This repository demonstrates how to interface a 16x2 alphanumeric LCD with the 8051 Microcontrollers (AT89S52) using Assembly Language Programming. The project is designed to showcase a practical example of sending data from the 8051 microcontroller to an LCD and includes Proteus simulation files for testing, modify, debug and visualization.

Fused 4bit AdamW in Cuda

Design Project for a 4-bit Micro-Processor for CS1050

Simulation of a 4-bit CPU with Logisim

4 bit ALU in verilog

Decodificador de pantalla de 7 segmentos Ánodo común en base a una entrada de 4bit escrito en VHDL.

a 4 bit TTL computer

Simple emulator for 4-bit and 8-bit chips, with its own assembly language

A cycle-accurate VHDL model for COP400 devices

Layout of 4bit Ripple Carry Adder formed using CMOS logic in gpdk180nm technology node done in Cadence Virtuoso with no DRC and LVS errors.