XBWGC's Stars
ggerganov/llama.cpp
LLM inference in C/C++
nlohmann/json
JSON for Modern C++
THUDM/ChatGLM-6B
ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型
gradio-app/gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
tatsu-lab/stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
karpathy/minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
vdumoulin/conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
ggerganov/ggml
Tensor library for machine learning
microsoft/LoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
openai/spinningup
An educational resource to help anyone learn deep reinforcement learning.
facebookresearch/xformers
Hackable and optimized Transformers building blocks, supporting a composable construction.
modelscope/modelscope
ModelScope: bring the notion of Model-as-a-Service to life.
HazyResearch/flash-attention
Fast and memory-efficient exact attention
qwopqwop200/GPTQ-for-LLaMa
4 bits quantization of LLaMA using GPTQ
IST-DASLab/gptq
Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".
open-mmlab/mmrazor
OpenMMLab Model Compression Toolbox and Benchmark.
tensor-compiler/taco
The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs
mit-han-lab/torchsparse
[MICRO'23, MLSys'22] TorchSparse: Efficient Training and Inference Framework for Sparse Convolution on GPUs.
mit-han-lab/smoothquant
[ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
linux-test-project/lcov
LCOV
huggingface/pytorch_block_sparse
Fast Block Sparse Matrices for Pytorch
openxla/stablehlo
Backward compatible ML compute opset inspired by HLO/MHLO
mlpen/Nystromformer
bytedance/byteir
A model compilation solution for various hardware
ROCmSoftwarePlatform/composable_kernel
Composable Kernel: Performance Portable Programming Model for Machine Learning Tensor Operators
NM-sparsity/NM-sparsity
fabiocannizzo/FastBinarySearch
Fast and vectorizable algorithms for searching in a vector of sorted floating point numbers
NVlabs/cub
THIS REPOSITORY HAS MOVED TO github.com/nvidia/cub, WHICH IS AUTOMATICALLY MIRRORED HERE.
microsoft/onnx-script
ONNX Script enables developers to naturally author ONNX functions and models using a subset of Python. ⚠️ ONNX Script is in very early and active development and is not ready for production.
mcarilli/mixed_precision_references
Personal collection of references for high performance mixed precision training.