diff --git a/.azure-pipelines/gpu-tests.yml b/.azure-pipelines/gpu-tests.yml
index 7493ad9b46..4d4684e4db 100644
--- a/.azure-pipelines/gpu-tests.yml
+++ b/.azure-pipelines/gpu-tests.yml
@@ -50,7 +50,8 @@ jobs:
 
     - bash: |
         # python -m pip install "pip==20.1"
-        pip install --requirement ./requirements/devel.txt --upgrade-strategy only-if-needed
+        pip install '.[all]'
+        pip install '.[test]' --upgrade-strategy only-if-needed
         pip list
       displayName: 'Install dependencies'
 
diff --git a/.circleci/config.yml b/.circleci/config.yml
index 6b3a645e9f..bcd865aeb3 100755
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -13,8 +13,8 @@ references:
         # we need to use py3.7 ot higher becase of an issue with metaclass inheritence
         pyenv global 3.7.3
         python --version
-        pip install -e .
-        pip install -r requirements/docs.txt --progress-bar off
+        pip install . --progress-bar off
+        pip install --requirement ./requirements/docs.txt --progress-bar off
         pip list
         cd docs
         make clean
diff --git a/.github/workflows/ci-testing.yml b/.github/workflows/ci-testing.yml
index 179a00a051..1e060084df 100644
--- a/.github/workflows/ci-testing.yml
+++ b/.github/workflows/ci-testing.yml
@@ -92,8 +92,8 @@ jobs:
       run: |
         python --version
         pip --version
-        pip install -e '.[${{ matrix.topic }}]' --pre --upgrade --find-links https://download.pytorch.org/whl/cpu/torch_stable.html
-        pip install --requirement requirements/test.txt --upgrade
+        pip install '.[${{ matrix.topic }}]' --pre --upgrade --find-links https://download.pytorch.org/whl/cpu/torch_stable.html
+        pip install '.[test]' --pre --upgrade
         pip list
       shell: bash
 
diff --git a/.github/workflows/docs-check.yml b/.github/workflows/docs-check.yml
index ba8c6eec16..7793011681 100644
--- a/.github/workflows/docs-check.yml
+++ b/.github/workflows/docs-check.yml
@@ -15,7 +15,7 @@ jobs:
       with:
         # git is required to clone the docs theme
         # before custom requirement are resolved https://github.com/ammaraskar/sphinx-action/issues/16
-        pre-build-command: "apt-get update -y && apt-get install -y gcc git pandoc && pip install -e . && pip install -r requirements/docs.txt"
+        pre-build-command: "apt-get update -y && apt-get install -y gcc git pandoc && pip install . && pip install -r ./requirements/docs.txt"
         docs-folder: "docs/"
         repo-token: "${{ secrets.GITHUB_TOKEN }}"
     - uses: actions/upload-artifact@v2
@@ -47,8 +47,8 @@ jobs:
       run: |
         python --version
         pip --version
-        pip install -e .
-        pip install -r requirements/docs.txt
+        pip install . --find-links https://download.pytorch.org/whl/cpu/torch_stable.html
+        pip install --requirement ./requirements/docs.txt
         # install Texlive, see https://linuxconfig.org/how-to-install-latex-on-ubuntu-20-04-focal-fossa-linux
         sudo apt-get update && sudo apt-get install -y texlive-latex-extra dvipng texlive-pictures
         pip list
@@ -90,8 +90,9 @@ jobs:
 
       - name: Install dependencies
         run: |
-          pip install -e '.[dev-test]' --find-links https://download.pytorch.org/whl/cpu/torch_stable.html --quiet
-          pip install --requirement requirements/docs.txt --upgrade-strategy only-if-needed
+          pip install '.[all]' --find-links https://download.pytorch.org/whl/cpu/torch_stable.html
+          pip install '.[test]' --find-links https://download.pytorch.org/whl/cpu/torch_stable.html
+          pip install --requirement ./requirements/docs.txt
           python --version
           pip --version
           pip list
diff --git a/.github/workflows/docs-deploy.yml b/.github/workflows/docs-deploy.yml
index aa7f45d8a1..6b3e07b3fd 100644
--- a/.github/workflows/docs-deploy.yml
+++ b/.github/workflows/docs-deploy.yml
@@ -29,8 +29,8 @@ jobs:
             ${{ runner.os }}-pip-
       - name: Install dependencies
         run: |
-          pip install . --find-links https://download.pytorch.org/whl/cpu/torch_stable.html --quiet
-          pip install --requirement requirements/docs.txt --upgrade-strategy only-if-needed
+          pip install . --find-links https://download.pytorch.org/whl/cpu/torch_stable.html
+          pip install --requirement ./requirements/docs.txt
           # install Texlive, see https://linuxconfig.org/how-to-install-latex-on-ubuntu-20-04-focal-fossa-linux
           sudo apt-get update
           sudo apt-get install -y texlive-latex-extra dvipng texlive-pictures
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 99c916b7a0..8c3bdfb916 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -10,6 +10,10 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
 
 - Fixed `flash.Trainer.add_argparse_args` not adding any arguments ([#343](https://github.com/PyTorchLightning/lightning-flash/pull/343))
 
+### Changed
+
+- Changed the installation command for extra features ([#346](https://github.com/PyTorchLightning/lightning-flash/pull/346))
+
 
 - Fixed a bug where the translation task wasn't decoding tokens properly ([#332](https://github.com/PyTorchLightning/lightning-flash/pull/332))
 
diff --git a/README.md b/README.md
index 209c43bb5d..239b32d28c 100644
--- a/README.md
+++ b/README.md
@@ -51,7 +51,7 @@
 Pip / conda
 
 ```bash
-pip install lightning-flash -U
+pip install lightning-flash
 ```
 
 <details>
@@ -75,10 +75,12 @@ cd lightning-flash
 # install in editable mode
 pip install -e .
 ```
+
 In case you want to use the extra packages from a specific domain (image, video, text, ...)
 ```bash
 pip install "lightning-flash[image]"
 ```
+See [Installation](https://lightning-flash.readthedocs.io/en/latest/installation.html) for more options.
 </details>
 
 ---
diff --git a/docs/source/installation.md b/docs/source/installation.md
index 7d770a6baf..5c7a9ccd4a 100644
--- a/docs/source/installation.md
+++ b/docs/source/installation.md
@@ -1,15 +1,40 @@
 # Installation
 
-Flash is tested on Python 3.6+, and PyTorch 1.6
+Flash is tested on Python 3.6+, and PyTorch 1.6.
 
-## Install with pip/conda
+## Install with pip
 
 ```bash
-pip install lightning-flash -U
+pip install lightning-flash
+```
+
+Optionally, you can install Flash with extra pacakges for each domain or all domains.
+```bash
+pip install 'lightning-flash[image]'
+pip install 'lightning-flash[image_style_transfer]'
+pip install 'lightning-flash[tabular]'
+pip install 'lightnign-flash[text]'
+pip install 'lightning-flash[video]'
+
+# image + image_style_transfer + video
+pip install 'lightning-flash[vision]'
+
+# all features
+pip install 'lightning-flash[all]'
+```
+
+For contributors, please install Flash with packages for testing Flash and building docs.
+```bash
+# Clone Flash repository locally
+git clone https://github.com/[your username]/lightning-flash.git
+cd lightning-flash
+
+# Install Flash in editable mode with extra packages for development
+pip install -e '.[dev]'
 ```
 
 ## Install from source
 
-``` bash
+```bash
 pip install git+https://github.com/PyTorchLightning/lightning-flash.git
 ```
diff --git a/requirements/devel.txt b/requirements/devel.txt
index 5e00c1f878..4baa0f7bca 100644
--- a/requirements/devel.txt
+++ b/requirements/devel.txt
@@ -1,11 +1,13 @@
-# install all mandatory dependencies
- -r ../requirements.txt
+-r ../requirements.txt
 
- # extended list of dependencies for development and run lint and tests
- -r ./test.txt
+-r ./test.txt
+
+-r ./docs.txt
 
 -r ./datatype_image.txt
 
+-r ./datatype_image_style_transfer.txt
+
 -r ./datatype_tabular.txt
 
 -r ./datatype_text.txt
diff --git a/setup.py b/setup.py
index 3fe52e9f28..a8bc21d24a 100644
--- a/setup.py
+++ b/setup.py
@@ -57,11 +57,8 @@ def _load_py_module(fname, pkg="flash"):
 
 # remove possible duplicate.
 extras["vision"] = list(set(extras["image"] + extras["video"] + extras["image_style_transfer"]))
-extras["dev"] = list(set(extras["vision"] + extras["tabular"] + extras["text"] + extras["image"]))
-extras["dev-test"] = list(set(extras["test"] + extras["dev"]))
-extras["all"] = list(set(extras["dev"] + extras["docs"]))
-
-print(extras)
+extras["all"] = list(set(extras["vision"] + extras["tabular"] + extras["text"]))
+extras["dev"] = list(set(extras["all"] + extras["test"] + extras["docs"]))
 
 # https://packaging.python.org/discussions/install-requires-vs-requirements /
 # keep the meta-data here for simplicity in reading this file... it's not obvious