From 07a1e737606d10d7e96e2291cec21003309bfbf0 Mon Sep 17 00:00:00 2001
From: SAM <60264918+SAM-DEV007@users.noreply.github.com>
Date: Sun, 2 Jun 2024 10:46:21 +0530
Subject: [PATCH] Update transformers.md

Added bibliography
---
 contrib/machine-learning/transformers.md | 9 ++++++++-
 1 file changed, 8 insertions(+), 1 deletion(-)

diff --git a/contrib/machine-learning/transformers.md b/contrib/machine-learning/transformers.md
index 9fbfa6d..0799b7f 100644
--- a/contrib/machine-learning/transformers.md
+++ b/contrib/machine-learning/transformers.md
@@ -430,4 +430,11 @@ These may include:
 - Text generation
 - Biological sequence analysis
 - Computer code generation
-- Video analysis
+
+## Bibliography
+- [Attention Is All You Need](https://arxiv.org/pdf/1706.03762)
+- [Tensorflow Tutorial](https://www.tensorflow.org/text/tutorials/transformer)
+- [Tensorflow Models Docs](https://www.tensorflow.org/api_docs/python/tfm/nlp/layers)
+- [Wikipedia](https://en.wikipedia.org/wiki/Transformer_(deep_learning_architecture))
+- [HuggingFace](https://huggingface.co/docs/transformers/en/index)
+- [PyTorch](https://pytorch.org/docs/stable/generated/torch.nn.Transformer.html)