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 | 75 | 10.40% |
| Large Language Model | 45 | 6.24% |
| Question Answering | 39 | 5.41% |
| Retrieval | 27 | 3.74% |
| Text Generation | 22 | 3.05% |
| In-Context Learning | 22 | 3.05% |
| Sentence | 21 | 2.91% |
| Code Generation | 21 | 2.91% |
| Prompt Engineering | 21 | 2.91% |
Cosine Annealing
