csarron

awesome-emdl

Embedded and mobile deep learning research resources

ITBlogs

:bookmark: Collecting tech blogs and WeChat official accounts

lstm_har

LSTM based human activity recognition using smart phone sensor dataset

mdict-analysis

Imported from mdict analysis

PuMer

[ACL 2023] PuMer: Pruning and Merging Tokens for Efficient Vision Language Models

accelerate

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

transformers

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

deformer

[ACL 2020] DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering

irene

[ACL 2021] IrEne: Interpretable Energy Prediction for Transformers

csarron/awesome-emdl

Embedded and mobile deep learning research resources

csarron/mdict-analysis

Imported from mdict analysis

csarron/PuMer

[ACL 2023] PuMer: Pruning and Merging Tokens for Efficient Vision Language Models

csarron/BTR

csarron/MobileAccelerator

Accelerator project code

csarron/accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

csarron/alignment-handbook

Robust recipes to align language models with human and AI preferences

csarron/ClipBERT

[CVPR 2021 Best Student Paper Honorable Mention, Oral] Official PyTorch code for ClipBERT, an efficient framework for end-to-end learning on image-text and video-text tasks.

csarron/csarron.github.io

source for https://awk.ai

csarron/DetecTor

csarron/efficiency-benchmark-test

csarron/efficiency-raft-submission

csarron/efficient-llms

csarron/emontx4

csarron/enchanted

Enchanted is iOS and macOS app for chatting with private self hosted language models such as Llama2, Mistral or Vicuna using Ollama.

csarron/experiment-impact-tracker

csarron/FiD

Fusion-in-Decoder

csarron/lambdalabs-gpu

csarron/light-show

Tesla Light Show

csarron/lighteval

LightEval is a lightweight LLM evaluation suite that Hugging Face has been using internally with the recently released LLM data processing library datatrove and LLM training library nanotron.

csarron/monsoon

csarron/ollama

Get up and running with Llama 3, Mistral, Gemma, and other large language models.

csarron/omegaconf

Flexible Python configuration system. The last one you will ever need.

csarron/Semantic-SAM

[ECCV 2024] Official implementation of the paper "Semantic-SAM: Segment and Recognize Anything at Any Granularity"

csarron/tics

csarron/torch-int

This repository contains integer operators on GPUs for PyTorch.

csarron/ViLT

Code for the ICML 2021 (long talk) paper: "ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision"

csarron/VLMEvalKit

Open-source evaluation toolkit of large vision-language models (LVLMs), support 160+ VLMs, 50+ benchmarks

csarron/webdataset

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

csarron/website