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Model Library List

Introduction to Popular Models
Model Library List

Quick Start

Installation
Text Generation
Quick Training
Quick Inference

Paddle LLM Training

Paddle LLM Main Documentation
LLM - Pre-training Documentation
LLM - Fine-tuning Documentation
LLM - DPO Documentation
LLM - RLHF Documentation
Model Merging Documentation

Paddle LLM Inference

Docker Deployment - Quick Start Guide
LLM Inference Tutorial
Practical Optimization
- Best Practices for High-Performance Inference
- Speculative Decoding Tutorial
Static Graph Model List
Inference Quantization Tutorial for Various Models
- LLaMA
- Qwen
- DeepSeek
- Mixtral
Heterogeneous Device Inference
LLM - Quantization Tutorial

PaddleNLP Toolkit

PaddleNLP One-Stop Prediction: Taskflow API
Pre-trained Word Embeddings

PaddleNLP Tutorials

Transformer Pre-trained Model
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- Luke
- MobileBert
- PPMiniLM
- ProphetNet
- Reformer
- RemBert
- RoBERTa
- RoFormer
- UnifiedTransformer
- UNIMO
- XLNet
Trainer API Training Tutorial
Dialogue Template Tutorial
Multi-Turn Dialogue Fine-Tuning Tutorial
Chinese Sentiment Analysis Tutorial
Model Compression Tutorial
Data Distillation Tutorial
Torch2Paddle Weight Conversion Tutorial

Evaluation Metrics

Evaluation Metrics

Practical Tutorials

AI Studio Notebook

Advanced Guide

Model Compression
Large-Scale Distributed Training

Community Collaboration

How to Contribute Models
How to Contribute Datasets
- Sharing Your Dataset
- Creating DatasetBuilder
How to Contribute Documentation Examples
How to Join Interest Groups

FAQ

PaddleNLP Frequently Asked Questions (Continuously Updated)

API Reference

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paddlenlp.seq2vec
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paddlenlp.taskflow
paddlenlp.trainer
paddlenlp.transformers
- albert
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  - modeling
  - tokenizer
- bart
  - modeling
  - tokenizer
- bert
  - modeling
  - tokenizer
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  - tokenizer
- bigbird
  - modeling
  - tokenizer
- blenderbot
  - modeling
  - tokenizer
- blenderbot_small
  - modeling
  - tokenizer
- chinesebert
  - modeling
  - tokenizer
- codegen
  - modeling
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  - modeling
  - tokenizer
- ctrl
  - modeling
  - tokenizer
- dallebart
  - modeling
  - tokenizer
- deberta
  - modeling
  - tokenizer
- deberta_v2
  - modeling
  - tokenizer
- distilbert
  - modeling
  - tokenizer
- electra
  - modeling
  - tokenizer
- ernie
  - modeling
  - tokenizer
- ernie_ctm
  - modeling
  - tokenizer
- ernie_doc
  - modeling
  - tokenizer
- ernie_gen
  - modeling
- ernie_gram
- ernie_m
  - modeling
  - tokenizer
- fnet
  - modeling
  - tokenizer
- funnel
  - modeling
  - tokenizer
- gau_alpha
  - modeling
  - tokenizer
- gpt
  - modeling
  - tokenizer
- layoutlm
  - modeling
  - tokenizer
- layoutlmv2
  - modeling
  - tokenizer
- layoutxlm
- luke
  - modeling
  - tokenizer
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  - modeling
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  - modeling
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  - modeling
  - tokenizer
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  - modeling
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  - modeling
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  - modeling
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  - modeling
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  - modeling
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  - tokenizer
- semantic_search
  - modeling
- skep
  - modeling
  - tokenizer
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  - modeling
  - tokenizer
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  - modeling
  - tokenizer
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  - modeling
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paddlenlp.utils
- batch_sampler
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- import_utils
- log
- profiler
- tools

.rst

How to Contribute a Dataset

How to Contribute a Dataset#

Sharing Your Dataset
Creating DatasetBuilder

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Precision Alignment

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Sharing Your Dataset

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