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fwtan's Projects

hdgan icon hdgan

Pytorch implementation of HDGan

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

lit-gpt icon lit-gpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

lit-llama icon lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

llama icon llama

Inference code for LLaMA models

llm-awq icon llm-awq

AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

llvm-project icon llvm-project

The LLVM Project is a collection of modular and reusable compiler and toolchain technologies. Note: the repository does not accept github pull requests at this moment. Please submit your patches at http://reviews.llvm.org.

mlc-llm icon mlc-llm

Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.

models icon models

Models and examples built with TensorFlow

nanogpt icon nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

omniquant icon omniquant

OmniQuant is a simple and powerful quantization technique for LLMs.

peft icon peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

qlora icon qlora

QLoRA: Efficient Finetuning of Quantized LLMs

scan icon scan

PyTorch source code for "Stacked Cross Attention for Image-Text Matching"

sg2im icon sg2im

Code for "Image Generation from Scene Graphs", Johnson et al, CVPR 2018

sims icon sims

Semi-parametric Image Synthesis

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