Challenges
16 challenges available
All🎯 Prompt Engineering🤖 Agentic Architectures🔍 RAG & Retrieval🛡️ AI Security📊 Evaluation & Benchmarks🔧 Fine-Tuning & Training⚙️ LLM Infrastructure👁️ Multimodal & Vision📖 Know Your Model
🔧 Fine-Tuning & Training
Epochs and Overfitting
Easy
0 solves100 pts
🔧 Fine-Tuning & Training
Data Quality
Easy
0 solves100 pts
🔧 Fine-Tuning & Training
LoRA
Easy
0 solves100 pts
🔧 Fine-Tuning & Training
Instruction Tuning
Easy
0 solves100 pts
🔧 Fine-Tuning & Training
Overfitting
Easy
0 solves100 pts
🔧 Fine-Tuning & Training
QLoRA
Medium
0 solves150 pts
🔧 Fine-Tuning & Training
PEFT
Medium
0 solves150 pts
🔧 Fine-Tuning & Training
Synthetic Data
Medium
0 solves150 pts
🔧 Fine-Tuning & Training
RLHF Pipeline
Medium
0 solves150 pts
🔧 Fine-Tuning & Training
Catastrophic Forgetting
Medium
0 solves150 pts
🔧 Fine-Tuning & Training
RLHF
Medium
0 solves150 pts
🔧 Fine-Tuning & Training
Training Data Poisoning
Hard
0 solves200 pts
🔧 Fine-Tuning & Training
DPO vs RLHF
Hard
0 solves200 pts
🔧 Fine-Tuning & Training
Model Merging
Hard
0 solves200 pts
🔧 Fine-Tuning & Training
DPO
Hard
0 solves200 pts
🔧 Fine-Tuning & Training
Training Data Poisoning
Hard
0 solves200 pts