Andrei Panferov's Projects
🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
8-bit CUDA functions for PyTorch
MIPT 2nd semester beginner c++
My CV
NLP based telegram bot
Efficient Deep Learning Systems course (HSE, YSDA)
On-device AI across mobile, embedded and edge for PyTorch
Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".
GRAPE approximations for NMR
Converts an image into a set of triangles
🦜🔗 Build context-aware reasoning applications
Experiments for the paper MARINA accepted into ICML-2021
Repo for external large-scale work
MIPT physics lab reports
YSDA course in Natural Language Processing
A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
A fork of the PEFT library, supporting Robust Adaptation (RoSA)
https://benchmarks.elsa-ai.eu/?ch=2&com=introduction
Обучение нейросетей на d'wave
NMA 2021 group project
Repository for the QUIK project, enabling the use of 4bit kernels for generative inference