| ## RusEnQA | |
| QA for Russian and Englisha based on the [rugpt3xl](https://huggingface.co/sberbank-ai/rugpt3xl) model | |
| ### About ruGPT-3 XL model | |
| Model was trained with 512 sequence length using Deepspeed and Megatron code by SberDevices team, on 80B tokens dataset for 4 epochs. After that model was finetuned 1 epoch with sequence length 2048. | |
| Note! Model has sparse attention blocks. | |
| Total training time was around 10 days on 256 GPUs. | |
| Final perplexity on test set is 12.05. Model parameters: 1.3B. |