Question Answering on NaturalQuestions (val)
5.7Exact MatchDeepSeekMoE
Evaluation results
| Method | Links | |
|---|---|---|
| DeepSeekMoE# Shot=5-shot, # Total Params=2.0B, # Activated Params=0.3B, FLOPs per 2K Tokens=4.3T, # Training Tokens=100B2024.01 | 5.7 | |
| GShard# Shot=5-shot, # Total Params=2.0B, # Activated Params=0.3B, FLOPs per 2K Tokens=4.3T, # Training Tokens=100B2024.01 | 3.2 | |
| Switch# Shot=5-shot, # Total Params=2.0B, # Activated Params=0.2B, FLOPs per 2K Tokens=2.9T, # Training Tokens=100B2024.01 | 2.5 | |
| Dense# Shot=5-shot, # Total Params=0.2B, # Activated Params=0.2B, FLOPs per 2K Tokens=2.9T, # Training Tokens=100B2024.01 | 1.4 | |
| Hash Layer# Shot=5-shot, # Total Params=2.0B, # Activated Params=0.2B, FLOPs per 2K Tokens=2.9T, # Training Tokens=100B2024.01 | 1.4 |