remove FLAVA tutorial (#3436)

* remove FLAVA tutorial

* add redirect

* dummy commit

* whitespace

---------

Co-authored-by: Svetlana Karslioglu <[email protected]>

Author: ebsmothers

.ci/docker/requirements.txt

@@ -35,7 +35,6 @@ ax-platform>=0.4.0
 nbformat>=5.9.2
 datasets
 transformers
-torchmultimodal-nightly # needs to be updated to stable as soon as it's avaialable
 onnx
 onnxscript>=0.2.2
 onnxruntime
@@ -64,7 +63,6 @@ gym-super-mario-bros==7.4.0
 pyopengl
 gymnasium[mujoco]==0.27.0
 timm
-iopath
 pygame==2.6.0
 pycocotools
 semilearn==0.3.2

Makefile

@@ -78,10 +78,6 @@ download:
 	wget -nv -N https://download.pytorch.org/models/resnet18-5c106cde.pth -P $(DATADIR)
 	cp $(DATADIR)/resnet18-5c106cde.pth prototype_source/data/resnet18_pretrained_float.pth
 
-	# Download vocab for beginner_source/flava_finetuning_tutorial.py
-	wget -nv -N http://dl.fbaipublicfiles.com/pythia/data/vocab.tar.gz -P $(DATADIR)
-	tar $(TAROPTS) -xzf $(DATADIR)/vocab.tar.gz -C ./beginner_source/data/
-
 	# Download PennFudanPed dataset for intermediate_source/torchvision_tutorial.py
 	wget https://www.cis.upenn.edu/~jshi/ped_html/PennFudanPed.zip -P $(DATADIR)
 	unzip -o $(DATADIR)/PennFudanPed.zip -d intermediate_source/data/

beginner_source/flava_finetuning_tutorial.py

@@ -818,15 +818,6 @@ Welcome to PyTorch Tutorials
    :link: advanced/sharding.html
    :tags: TorchRec,Recommender
 
-.. Multimodality
-
-.. customcarditem::
-   :header: Introduction to TorchMultimodal
-   :card_description: TorchMultimodal is a library that provides models, primitives and examples for training multimodal tasks
-   :image: _static/img/thumbnails/torchrec.png
-   :link: beginner/flava_finetuning_tutorial.html
-   :tags: TorchMultimodal
-
 
 .. End of tutorial card section
 
@@ -1102,11 +1093,3 @@ Additional Resources
 
    intermediate/torchrec_intro_tutorial
    advanced/sharding
-
-.. toctree::
-   :maxdepth: 2
-   :includehidden:
-   :hidden:
-   :caption: Multimodality
-
-   beginner/flava_finetuning_tutorial

index.rst

@@ -3,7 +3,8 @@
     "beginner/ptcheat.html": "../index.html",
     "beginner/deploy_seq2seq_hybrid_frontend_tutorial.html": "../index.html",
     "recipes/bundled_inputs.html": "../index.html",
-    "intermediate/torchserve_with_ipex.html": "../index.html",  
+    "intermediate/torchserve_with_ipex.html": "../index.html",
     "intermediate/torchserve_with_ipex_2.html": "../index.html",
     "recipes/torchserve_vertexai_tutorial.html": "../index.html",
+    "beginner/flava_finetuning_tutorial.html": "../index.html",
 }