llama

Inference code for LLaMA models

llama-factory

Easy-to-use LLM fine-tuning framework (LLaMA-2, BLOOM, Falcon, Baichuan, Qwen, ChatGLM3)

llm-tuning

Tuning LLMs with no tears💦, sharing LLM-tools with love❤️.

llmsninestorydemontower

【LLMs九层妖塔】分享一下打怪(ChatGLM、Chinese-LLaMA-Alpaca、MiniGPT-4、FastChat、LLaMA、gpt4all等)实战与经验，

logistics-transportation-vehicle-scheduling

物流运输车辆调度

medicalgpt

MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现了包括增量预训练、有监督微调、RLHF(奖励建模、强化学习训练)和DPO(直接偏好优化)。

milvus

An open-source vector database for scalable similarity search and AI applications.

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

my_nlp

my_note

named_entity_recognition

中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）

nlp-series-sentence-embeddings

NLP句子编码、句子embedding、语义相似度：BERT_avg、BERT_whitening、SBERT、SmiCSE

pycorrector

pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，Seq2Seq_Attention，BERT，MacBERT，ELECTRA，ERNIE，Transformer等模型实现，开箱即用。

pythonairoad

source code of some articles

python_util

pytorch-nlu

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech taggi

pytorch_learn

r-tool

reclearn

Recommender Learning with Tensorflow2.x

r_learn

scala_learn

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

simcse-pytorch

SimCSE

simcse-pytorch-1

中文数据集下SimCSE+ESimCSE的实现

softmaskedbert-pytorch

🙈 An unofficial implementation of SoftMaskedBert based on huggingface/transformers.

text-similarity

文本相似度，语义向量，文本向量，text-similarity，similarity, sentence-similarity，BERT，SimCSE，BERT-Whitening，Sentence-BERT

text2vec

text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。

textmatch

基于Pytorch的，中文语义相似度匹配模型（ABCNN、Albert、Bert、BIMPM、DecomposableAttention、DistilBert、ESIM、RE2、Roberta、SiaGRU、XlNet）

text_classifier

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.