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README.md

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+## RusEnQA
+
+QA for Russian and Englisha based on the [rugpt3xl](https://huggingface.co/sberbank-ai/rugpt3xl) model
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+
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+### 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.