Rahul Nair's repositories
stable_diffusion_arc
Stable Difussion inference on Intel Arc dGPUs
tiny_llm_finetuner
LLM finetuning on Intel XPUs - LoRA on intel discrete GPUs
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
simple_llm_inference
A simple example of LLM inference on Intel GPUs (XPUs)
xpu_text_classifier
Compare different text classifiers on Intel discrete GPUs
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
gh_code_finder
Find github projects on specific topics
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.
keys
pub_keys
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)
simple-llm-finetuner
Simple UI for LLM Model Finetuning
torch-ccl
oneCCL Bindings for Pytorch*
UltraViolet
Passive persuasive language detector in a chrome extension