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Chen Peng's starred repositories

BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

Language:PythonMIT602500

FlagEmbedding

Retrieval and Retrieval-augmented LLMs

Language:PythonMIT697900

yfinance

Download market data from Yahoo! Finance's API

Language:PythonApache-2.01309100

langfuse

🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with LlamaIndex, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

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LangChain-SynData-RAG-Eval

LangChain, Llama2-Chat, and zero- and few-shot prompting are used to generate synthetic datasets for IR and RAG system evaluation

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chronos-forecasting

Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting

Language:PythonApache-2.0237700

timesfm

TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

Language:PythonApache-2.0361700

pdfplumber

Plumb a PDF for detailed information about each char, rectangle, line, et cetera — and easily extract text and tables.

Language:PythonMIT646100

knowledge-distillation-pytorch

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

Language:PythonMIT183800

PyTorch-CycleGAN

A clean and readable Pytorch implementation of CycleGAN

Language:PythonGPL-3.0121500

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

Language:PythonMIT1628100

course

The Hugging Face course on Transformers

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notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

Language:Jupyter NotebookApache-2.0383600

Natural_Language_Processing_with_Transformers

Natural Language Processing with Transformers 中译本，最权威Transformers教程

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kaggle-api

Official Kaggle API

Language:PythonApache-2.0614600

bertviz

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

Language:PythonApache-2.0681600

ChatGLM-6B

ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型

Language:PythonApache-2.04045000

trl

Train transformer language models with reinforcement learning.

Language:PythonApache-2.0945900

Build, customize and control you own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6

Language:PythonApache-2.0259400

llm-awq

[MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

Language:PythonMIT237000

bitsandbytes

Accessible large language models via k-bit quantization for PyTorch.

Language:PythonMIT610600

ERNIE

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.

Language:Python629500