2. Domain-specific knowledge map fusion scheme: text matching algorithm pre-training Simbert, ERNIE-Gram single-tower model and many other models [3] - Code World

2. Domain-specific knowledge map fusion scheme: text matching algorithm pre-training Simbert, ERNIE-Gram single-tower model and many other models [3]

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Origin blog.csdn.net/sinat_39620217/article/details/129026570

2. Domain-specific knowledge map fusion scheme: text matching algorithm pre-training Simbert, ERNIE-Gram single-tower model and many other models [3]

2. Domain-specific Knowledge Graph (DKG) fusion scheme: technical knowledge preposition [1] text matching algorithm, knowledge fusion academic scheme, knowledge fusion industry landing scheme, algorithm evaluation KG production quality assurance

LLM-Large Model Training-Step (2)-Pre-training/Pre-Training(1): Full-Param Pre-Training (Full-Param Pre-Training) [Full parameter pre-training for LLaMA and other models] [Chinese unsupervised learning corpus 】

Pre-training of large language models [2]: GPT, GPT2, GPT3, GPT3.5, GPT4 related theoretical knowledge and model implementation, model application and detailed explanation of the differences between versions

PaddleHub in action: Using ERNIE pre-training model to optimize news text classification

Simbert training stepping on the pit 2

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MedicalNet 3D medical image pre-training model

Overview of pre-training models and financial text sentiment classification tasks in deep learning (graphic explanation)

Transfer Learning: Building an Efficient Fruit Recognition Model Using Restnet Pre-Training Models

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Chinese pre-training model ERNIE2.0 model download and install

Chinese pre-training model ERNIE2.0 model download and install

LLM-large model training-step (2)-pre-training/Pre-Training (2): heavy parameter pre-training (Part-Param Pre-Training) [Lora/ptuning...] [Chinese unsupervised learning corpus]

NLP text matching task Text Matching [supervised training]: PointWise (single tower), DSSM (two towers), Sentence BERT (two towers) project practice

Text-matching algorithm

Chinese NLP strongest pre-training model Aini ERNIE Official Secret Annex [video]

NLP pre-training model - Baidu ERNIE2.0 effect in the end how good reviews [attached]

[Video] The strongest Chinese NLP pre-training model that surpasses BERT Aini ERNIE official secret

NLP actual combat: express order information extraction - based on ERNIE1.0 pre-training model

Text matching model experiment report - text2vec

Data Mining Practice (Financial Risk Control): Financial Risk Control Loan Default Prediction Challenge (Part 2) [xgboots/lightgbm/Catboost and other models]--model fusion: stacking, blending

Talking about low code (3) DSM (Domain-Specific Modeling) domain-specific modeling

Overview of NLP pre-training models: from word2vec, ELMo to BERT

[Pytorch study notes] 12. The method of modifying the weight parameters of the pre-training model (used to use the pre-training model for single-channel grayscale images)

[LLM] Low-cost half-day training can produce similar results to mainstream large-scale models, open source and non-commercial domain-specific LLM solutions

Pre-training large models and financial quantification

Continuous pre-training of large language models

LangChain builds a domain-specific model based on Prompts prompt management

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