Homelogologo
Homelogologo
Data ScienceLLMGen AITransformers
Pre Training
Pre Training Nlp
Pretraining Methods
Pretraining Strategies
Adapting Pretrained
Self Supervised Tasks
Pretraining Comparison
Encoder Pretraining
Decoder Pretraining
Encoder Decoder Pretraining
Bert Example
Standard Model
Large Models Training
Efficient Models
Multilingual Models
Applying Bert
Summary Documentation
Generative Models
Llm Introduction
Decoder Transformers
Llm Training
Llm Fine Tuning
Llm Prompting
Llm Alignment
Training At Scale
Data Preparation
Scaling Laws
Distributed Training
Model Modifications
Long Sequence Modeling
Cache Memory
Efficient Architectures
Sharing Heads Layers
HPC Optimization
Position Interpolation
Summary
Remarks
Prompting Techniques
Learning Prompting
Soft Prompts
Prompt Optimization
Prompt Length Reduction
Summary
General Prompt Design
Basic Concepts
Prompt Strategies
In Context Learning
Additional Examples
Advanced Prompting
Chain Of Thought
Problem Decomposition
Ensembling Methods
Self Refinement
Rag Tool Use
Model Alignment
Llm Overview
Rlhf Alignment
Llm Training
Reinforcement Learning Basics
Reward Model Training
Improved Alignment
Inference Time Align
Auto Pref Gen
Step By Step Align
Better Reward Model
Direct Pref Opt
Document Summary
Instruction Alignment
Fine Tuning Data
Supervised Tuning
Instruction Generalization
Less Data Tuning
Weak To Strong Improvement
LLM

LLM

Pre Training

Explore pre-training NLP models, from fundamental concepts and popular architectures to adapting pre-trained models for downstream tasks. Learn about different pre-training types.

Generative Models

Explore Generative Models & LLMs in NLP. Discover how these AI advancements are revolutionizing conversational AI & contextual understanding.

Prompting Techniques

Explore advanced prompting methods like Chain of Thought (CoT) for effective LLM interaction. Learn prompt design principles for accurate AI responses.

Model Alignment

Explore Large Language Model (LLM) alignment techniques, including Human Preference Alignment and Reinforcement Learning from Human Feedback (RLHF) for desired AI behaviors.

Last updated yesterday
Pre Training
Up next
Homelogologo

© 2025 MueAI.

X logoLinkedIn logoGitHub logoPrivacy Policy