Pinned Repositories
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's Repositories
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/sustainlp2020-energy
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/dumpster-dive
roll a wikipedia dump into mongo
csarron/efficiency-benchmark-test
csarron/efficiency-raft-submission
csarron/efficient-llms
csarron/emonpi
Raspberry Pi Based Energy Monitor
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/tics
csarron/torch-int
This repository contains integer operators on GPUs for PyTorch.
csarron/transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
csarron/ViLT
Code for the ICML 2021 (long talk) paper: "ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision"
csarron/webdataset
A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.