lazyllm-llamafactory
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
onnx2tf
Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The purpose of this tool is to solve the massive Transpose extrapolation problem in onnx-tensorflow (onnx-tf). I don't need a Star, but give me a pull request.
llmcompressor
Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM
optimum
🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools
q-galore
Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.
chinese-llama-alpaca
中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)
tf2deepfloorplan
TF2 Deep FloorPlan Recognition using a Multi-task Network with Room-boundary-Guided Attention. Enable tensorboard, quantization, flask, tflite, docker, github actions and google colab.
https://github.com/mobiusml/hqq
Official implementation of Half-Quadratic Quantization (HQQ)
https://github.com/cedrickchee/awesome-ml-model-compression
Awesome machine learning model compression research papers, quantization, tools, and learning material.
https://github.com/aisuko/notebooks
Implementation for the different ML tasks on Kaggle platform with GPUs.
https://github.com/beomi/bitnet-transformers
0️⃣1️⃣🤗 BitNet-Transformers: Huggingface Transformers Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch with Llama(2) Architecture
master-thesis
One Bit at a Time: Impact of Quantisation on Neural Machine Translation
hailo_model_zoo
The Hailo Model Zoo includes pre-trained models and a full building and evaluation environment
active-time-theory-time-dilation
Re-interpreting Time Dilation Through the Lens of Active Time Theory
psumsim
PSumSim: A Simulator for Partial-Sum Quantization in Analog Matrix-Vector Multipliers
active-time-theory-quantum-tunneling
Simulation of Quantum Tunneling Dynamics Validates Signatures of Active Time
active-time-theory-atomic-clocks
The Secret Inner Workings of Time Exposed by Atomic Clocks