From cb8e101cbf4e31805fb5cda921c8a530f5dec744 Mon Sep 17 00:00:00 2001 From: Shaden Smith Date: Wed, 17 Jun 2020 12:59:12 -0700 Subject: [PATCH] new transformer pre-ln image --- docs/_tutorials/bert-finetuning.md | 2 +- docs/assets/images/transformer_preln_arch.png | Bin 43008 -> 62953 bytes 2 files changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/_tutorials/bert-finetuning.md b/docs/_tutorials/bert-finetuning.md index 47bb68e8e260..24e4fa167ddc 100755 --- a/docs/_tutorials/bert-finetuning.md +++ b/docs/_tutorials/bert-finetuning.md @@ -301,7 +301,7 @@ Table 4. The setting of memory-optimization flags for a range of micro-batch siz ### FineTuning model pre-trained with DeepSpeed Transformer Kernels -Fine-tuning the model pre-trained using DeepSpeed Transformer and the recipe in [DeepSpeed Fast-Bert Training](/fast_bert/) should yield F1 score of 90.5 and is expected to increase if you let the pre-training longer than suggested in the tutorial. +Fine-tuning the model pre-trained using DeepSpeed Transformer and the recipe in [DeepSpeed Fast-Bert Training](https://www.deepspeed.ai/news/2020/05/27/fastest-bert-training.html) should yield F1 score of 90.5 and is expected to increase if you let the pre-training longer than suggested in the tutorial. 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