lkk's repositories
GenAIEval
Evaluation, benchmark, and scorecard, targeting for performance on throughput and latency, accuracy on popular evaluation harness, safety, and hallucination
llama3-from-scratch-zh
从零实现一个 llama3 中文版
GenAIComps
GenAI components at micro-service level; GenAI service composer to create mega-service
optimum-habana
Easy and lightning fast training of 🤗 Transformers on Habana Gaudi processor (HPU)
auto-round
SOTA Weight-only Quantization Algorithm for LLMs
UKSpainVisa
UKSpainVisa
pytorch-quantization-demo
A simple network quantization demo using pytorch from scratch.
PST
Source code for IJCAI 2022 Long paper: Parameter-Efficient Sparsity for Large Language Models Fine-Tuning.
QASystemOnMedicalKG
A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。
ChineseNMT
ChineseNMT: Translate English to Chinese with PyTorch Implementation of Transformer
BERT-NER-Pytorch
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
GPT2-NewsTitle
Chinese NewsTitle Generation Project by GPT2.带有超级详细注释的中文GPT2新闻标题生成项目。
MVision
机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶
Dive-into-DL-TensorFlow2.0
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可
electra_pytorch
Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)
TextMatch
QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….）
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
Just-Code
Just Code ! 针对面试训练算法题， 目前包括字节跳动面试题、 LeetCode 和剑指 offer ，持续扩容中 :star:
AwesomeMRC
This repo is our research summary and playground for MRC. More features are coming.
SemBERT
Semantics-aware BERT for Language Understanding (AAAI 2020)
ChitChatAssistant
Rasa中文聊天机器人
Bert-Annotations-and-Applications
Bert-注释和使用
Machine-Learning-Notes
This project is about machine learning, deep learning, data mining notes and relevant papers introduction.
CenterNet
Object detection, 3D detection, and pose estimation using center point detection:
distiller
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller