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keras_bert_ner

kernl

Kernl lets you run Pytorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable.

keybert

Minimal keyword extraction with BERT

keyword-bert

knowledge-distillation-nlp

some demos of Knowledge Distillation in NLP

knowledgedistillation

Knowledge distillation in text classification with pytorch. 知识蒸馏，中文文本分类，教师模型BERT、XLNET，学生模型biLSTM。

knowledgegraphdata

史上最大规模1.4亿中文知识图谱开源下载

lac

百度NLP：分词，词性标注，命名实体识别

lambdaranknn

LambdaRank Neural Network model using Keras.

landmark-attention

Landmark Attention: Random-Access Infinite Context Length for Transformers

leam

leetcode-solution-python

我的 LeetCode 做题记录，使用 Python 语言作答。

lightllm

LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

lightseq

LightSeq: A High Performance Library for Sequence Processing and Generation

lion

Lion: Adversarial Distillation of Closed-Source Large Language Model

llama

Inference code for LLaMA models

llama-efficient-tuning

Easy-to-use fine-tuning framework using PEFT (PT+SFT+RLHF with QLoRA)

llama-moe

⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training

llm-shearing

Preprint: Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning

long_llama

LongLLaMA is a large language model capable of handling long contexts. It is based on OpenLLaMA and fine-tuned with the Focused Transformer (FoT) method.

machinelearning

Machine learning resources，including algorithm, paper, dataset, example and so on.

megatron-llm

distributed trainer for LLMs

megatron-lm

Ongoing research training transformer models at scale

mergekit

Tools for merging pretrained large language models.

mergelm

Codebase for Merging Language Models

mnbvc

MNBVC(Massive Never-ending BT Vast Chinese corpus)超大规模中文语料集。对标chatGPT训练的40T数据。MNBVC数据集不但包括主流文化，也包括各个小众文化甚至火星文的数据。MNBVC数据集包括新闻、作文、小说、书籍、杂志、论文、台词、帖子、wiki、古诗、歌词、商品介绍、笑话、糗事、聊天记录等一切形式的纯文本中文数据。

moss

An open-source tool-augmented conversational language model from Fudan University

mtbook

《机器翻译：统计建模与深度学习方法》肖桐 朱靖波 著 - Machine Translation: Statistical Modeling and Deep Learning Methods

multi-label_classification

transform multi-label classification as sentence pair task, with more training data and information

mvdssm

A Multi-View DSSM for Recommendation System with tensorflow estimator.