Learning Rate Schedules
Linear Warmup With Cosine Annealing
Linear Warmup With Cosine Annealing is a learning rate schedule where we increase the learning rate linearly for $n$ updates and then anneal according to a cosine schedule afterwards.
Papers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Language Modelling | 79 | 10.66% |
| Large Language Model | 50 | 6.75% |
| Question Answering | 40 | 5.40% |
| Retrieval | 29 | 3.91% |
| In-Context Learning | 24 | 3.24% |
| Text Generation | 22 | 2.97% |
| Code Generation | 21 | 2.83% |
| Prompt Engineering | 21 | 2.83% |
| Sentence | 20 | 2.70% |
Cosine Annealing
