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 | 73 | 9.62% |
| Large Language Model | 47 | 6.19% |
| Question Answering | 35 | 4.61% |
| Retrieval | 31 | 4.08% |
| In-Context Learning | 27 | 3.56% |
| Sentence | 23 | 3.03% |
| Text Generation | 23 | 3.03% |
| Code Generation | 22 | 2.90% |
| Prompt Engineering | 19 | 2.50% |
Cosine Annealing
