AI & ML interests
Language Models for Code
Recent Activity
Papers
Investigating Autonomous Agent Contributions in the Wild: Activity Patterns and Code Change over Time
Code4MeV2: a Research-oriented Code-completion Platform
STACC: a set of SentenceTransformer Assisted Comment Classifiers 📚
BinT5: Binary Code Summarisation Models
Models for the 2024-Q4 BSc. Research Project: "Architectural Decisions for Language Modelling with Small Transformers".
Collection for the paper titled "How Much Do Code Language Models Remember? An Investigation on Data Extraction Attacks before and after Fine-tuning"
-
AISE-TUDelft/StarCoder2Java-3b_ep1
Text Generation • 3B • Updated • 2 -
AISE-TUDelft/StarCoder2Java-3b_ep2
Text Generation • 3B • Updated • 2 -
AISE-TUDelft/StarCoder2Java-3b_ep3
Text Generation • 3B • Updated • 2 -
AISE-TUDelft/StarCoder2Java-7b_ep1
Text Generation • 7B • Updated • 3
Collection of models for the course. Naming convention: ML4SE23_G{group_number}_{model_name}
Models for the paper: "A Transformer-Based Approach for Smart Invocation of Automatic Code Completion" – https://arxiv.org/abs/2405.14753
-
AISE-TUDelft/CodeBERTa-ft-coco-1e-05lr
Text Classification • 83.5M • Updated • 18 -
AISE-TUDelft/CodeBERTa-ft-coco-2e-05lr
Text Classification • 83.5M • Updated • 1 -
AISE-TUDelft/CodeBERTa-ft-coco-5e-05lr
Text Classification • 83.5M • Updated • 2 -
AISE-TUDelft/JonBERTa-head-ft-coco
Text Classification • 83.5M • Updated • 14
Collection for the paper titled "How Much Do Code Language Models Remember? An Investigation on Data Extraction Attacks before and after Fine-tuning"
-
AISE-TUDelft/StarCoder2Java-3b_ep1
Text Generation • 3B • Updated • 2 -
AISE-TUDelft/StarCoder2Java-3b_ep2
Text Generation • 3B • Updated • 2 -
AISE-TUDelft/StarCoder2Java-3b_ep3
Text Generation • 3B • Updated • 2 -
AISE-TUDelft/StarCoder2Java-7b_ep1
Text Generation • 7B • Updated • 3
STACC: a set of SentenceTransformer Assisted Comment Classifiers 📚
Collection of models for the course. Naming convention: ML4SE23_G{group_number}_{model_name}
BinT5: Binary Code Summarisation Models
Models for the paper: "A Transformer-Based Approach for Smart Invocation of Automatic Code Completion" – https://arxiv.org/abs/2405.14753
-
AISE-TUDelft/CodeBERTa-ft-coco-1e-05lr
Text Classification • 83.5M • Updated • 18 -
AISE-TUDelft/CodeBERTa-ft-coco-2e-05lr
Text Classification • 83.5M • Updated • 1 -
AISE-TUDelft/CodeBERTa-ft-coco-5e-05lr
Text Classification • 83.5M • Updated • 2 -
AISE-TUDelft/JonBERTa-head-ft-coco
Text Classification • 83.5M • Updated • 14
Models for the 2024-Q4 BSc. Research Project: "Architectural Decisions for Language Modelling with Small Transformers".