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 | 70 | 9.15% |
| Large Language Model | 50 | 6.54% |
| Question Answering | 33 | 4.31% |
| Retrieval | 27 | 3.53% |
| Text Generation | 27 | 3.53% |
| RAG | 26 | 3.40% |
| Prompt Engineering | 20 | 2.61% |
| Code Generation | 17 | 2.22% |
| In-Context Learning | 15 | 1.96% |
Cosine Annealing
