Leandro Von Werra
7 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(21)
🐣
Hot Topic Early Bird
👥
Mega-Team · Legion
Venues
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(4)
Application Areas
(4)
Resources & Methods
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Core AI
(2)
Generation
(2)
Models
(2)
Computer Science
(1)
Applications
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
large language model
(4)
code generation
(3)
instruction tuning
(2)
knowledge distillation
(1)
model evaluation
(1)
language model training
(1)
responsible ai
(1)
learning rate
(1)
model training
(1)
parameter-efficient fine-tuning
(1)
scaling law
(1)
stochastic weight averaging
(1)
model scaling
(1)
compute efficiency
(1)
model benchmarking
(1)
dataset evaluation
(1)
learning rate schedule
(1)
pretraining dataset
(1)
data curation
(1)
text corpus
(1)
Papers
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
ICLR 2025
OctoPack: Instruction Tuning Code Large Language Models
ICLR 2024
Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations
NeurIPS 2024
SelfCodeAlign: Self-Alignment for Code Generation
NeurIPS 2024
The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale
NeurIPS 2024
Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements
EMNLP 2022
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset
NeurIPS 2022