rahulunair

stable_diffusion_arc

Stable Difussion inference on Intel Arc dGPUs

tiny_llm_finetuner

LLM finetuning on Intel XPUs - LoRA on intel discrete GPUs

xpu_setup

Setup Ubuntu 22.04 with Intel dGPUs and components from Intel OneAPI

sql_llm

Finetune an LLM to generate SQL from text on Intel GPUs (XPUs) using QLoRA

xpu_verify

Quick verify if intel discrete GPUs have been setup correctly

simpsons_llm_xpu

Finetune an LLM on intel discrete GPUs to generate dialogues based on the simpsons dataset

stable_diffusion_xpu

Stable diffusion benchmark for Intel discrete GPU devices

genAI

GenAI Playground on Intel GPUs - A set of ipython notebooks from Stable diffusion to LLMs

github-stats

llm_inference_xpu

inference of llms on xpu devices

simple_llm_inference

A simple example of LLM inference on Intel GPUs (XPUs)

xpu_text_classifier

Compare different text classifiers on Intel discrete GPUs

ComfyUI

The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.

Finetuning

Use Finetuning in PyTorch to derive GIS based model predictors using CPU with few iterations

ForestFirePrediction

Forest fire prediction using finetuning on CPU with MODIS and NAIP aerial photos and resnet with acceleration using Intel Extensions for PyTorch

Gaudi-tutorials

Tutorials for running models on First-gen Gaudi and Gaudi2 for Training and Inference. The source files for the tutorials on https://developer.habana.ai/

gh_code_finder

Find github projects on specific topics

gputil

A Python module for getting the GPU status from NVIDA GPUs using nvidia-smi programmically in Python

h2o-llmstudio

H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://h2oai.github.io/h2o-llmstudio/

idc_launch

A vscode plugin to connect to free GPU server on Intel developer cloud

intel-extension-for-pytorch

A Python package for extending the official PyTorch that can easily obtain performance on Intel platform

keras-core

A multi-backend implementation of the Keras API, with support for TensorFlow, JAX, and PyTorch.

llama2.c

Inference Llama 2 in one file of pure C

LLM-finetuning-scripts

LLM_finetuning_nvidia_to_intel

A simple example on transitioning from Nvidia CUDA code to Intel's open architecture for fine-tuning Large Language Models (LLMs) using Quantized Low Rank Adaptation (LoRA)

myblog

tech blog 3.0

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

redpajama.cpp

Extend the original llama.cpp repo to support redpajama model.

simple-llm-finetuner

Simple UI for LLM Model Finetuning

transformers_xpu

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.