Cross-Layer Attention Significantly Reduces Transformer Memory
Cross-Layer Attention Significantly Reduces Transformer Memory
Transformer
Natural Language Processing
![RiceChem] Dataset Fo](https://aisholar.s3.ap-northeast-1.amazonaws.com/media/October2024/ricechem-dataset-520x300.png)
RiceChem] Dataset For Evaluating Automated Long-form Grading (ALAG) By LLM
RiceChem] Dataset For Evaluating Automated Long-form Grading (ALAG) By LLM
Large Language Models
![Qwen2.5-Coder] LLM S](https://aisholar.s3.ap-northeast-1.amazonaws.com/media/October2024/qwen2-5-coder-520x300.png)
Qwen2.5-Coder] LLM Specialized For Code Generation, Completion, And Mathematical Reasoning Tasks
Qwen2.5-Coder] LLM Specialized For Code Generation, Completion, And Mathematical Reasoning Tasks
Large Language Models
A Better Attention Mechanism Will Improve The Performance Of LLM's Long-text Processing!
A Better Attention Mechanism Will Improve The Performance Of LLM's Long-text Processing!
Large Language Models
Kolmogorov-Arnold Network (KAN) Instead Of MLP To Improve Model Expressiveness And Performance
Kolmogorov-Arnold Network (KAN) Instead Of MLP To Improve Model Expressiveness And Performance
Large Language Models
Improved Diagnostic Accuracy, New Diagnostic Support Through Medically Specialized LLM
Improved Diagnostic Accuracy, New Diagnostic Support Through Medically Specialized LLM
Large Language Models
![[Chat-REC] Proposal](https://aisholar.s3.ap-northeast-1.amazonaws.com/media/July2024/chat-rec-520x300.png)
[Chat-REC] Proposal For LLM-based Recommendation System
[Chat-REC] Proposal For LLM-based Recommendation System
Recommendation
A Method To Automatically Evaluate "the Accuracy Of LLM's Output Of Long Sentences" Was Created
A Method To Automatically Evaluate "the Accuracy Of LLM's Output Of Long Sentences" Was Created
Large Language Models
![[AlphaCodium] Highes](https://aisholar.s3.ap-northeast-1.amazonaws.com/media/May2024/alphacodium-520x300.png)
[AlphaCodium] Highest Performance Code Generation Method Specialized For Programming
[AlphaCodium] Highest Performance Code Generation Method Specialized For Programming
Large Language Models
The First Framework To Utilize LLM To Detect Fake News Is Now Available!
The First Framework To Utilize LLM To Detect Fake News Is Now Available!
Fakenews
Limitations And Solutions For Data-constrained LLM
Limitations And Solutions For Data-constrained LLM
Large Language Models
![[DPO] A Method For D](https://aisholar.s3.ap-northeast-1.amazonaws.com/media/January2024/direct_preference_optimization-520x300.png)
[DPO] A Method For Directly Matching Large-scale Language Models To User Preferences Without Using Reinforcement Learning
[DPO] A Method For Directly Matching Large-scale Language Models To User Preferences Without Using R ...
RLHF
Apple's Efficient Inference Of Large Language Models On Devices With Limited Memory Capacity
Apple's Efficient Inference Of Large Language Models On Devices With Limited Memory Capacity
Large Language Models
![[CoDi] Any-to-any Di](https://aisholar.s3.ap-northeast-1.amazonaws.com/media/December2023/composable_diffusion-520x300.png)
[CoDi] Any-to-any Diffusion Model That Can Handle Almost Any Modality
[CoDi] Any-to-any Diffusion Model That Can Handle Almost Any Modality
Diffusion Model
What Is A Good Vocabulary In Machine Translation?
What Is A Good Vocabulary In Machine Translation?
Natural Language Processing
![LP-MusicCaps] Automa](https://aisholar.s3.ap-northeast-1.amazonaws.com/media/November2023/lp-musiccaps-520x300.png)
LP-MusicCaps] Automatic Generation Of Music Captions Using LLM
LP-MusicCaps] Automatic Generation Of Music Captions Using LLM
Contrastive Learning
Is LLM "Emergence" An Illusion?
Is LLM "Emergence" An Illusion?
Large Language Models
Mind's Eye: Using Simulation To Improve Physical Reasoning Ability Prompt Extension
Mind's Eye: Using Simulation To Improve Physical Reasoning Ability Prompt Extension
Large Language Models