The Jinja2 feature enable you to write prompts using an expressive templating language. This is an advanced feature and is only recommended for users who are comfortable writing scripts.
To enable the feature, open the advanced accordion and select Enable Jinja2 templates.
Update: In addition to the guide below, make sure to read this excellent tutorial by @cbterry on Reddit.
Here are some examples of what you can do with Jinja2 templates
Literal strings work as expected:
I love red rosesSimilar to the standard {A|B|C} syntax
I love {{ choice('red', 'blue', 'green') }} rosesThis will create one prompt and randomly choose one of the three colors.
{% for colour in ['red', 'blue', 'green'] %}
{% prompt %}I love {{ colour }} roses{% endprompt %}
{% endfor %}This will produce three prompts, one for each color. The prompt tag is used to mark the text that will be used as the prompt. If no prompt tag is present then only one prompt is assumed
Similar to the standard wildcard syntax
{% for colour in wildcard("__colours__") %}
{% prompt %}I love {{ colour }} roses{% endprompt %}
{% endfor %}This will produce one prompt for each colour in the wildcard.txt file.
{% for colour in ["red", "blue", "green"] %}
{% if colour == "red" %}
{% prompt %}I love {{ colour }} roses{% endprompt %}
{% else %}
{% prompt %}I hate {{ colour }} roses{% endprompt %}
{% endif %}
{% endfor %}This will produce the following prompts:
- I love red roses
- I hate blue roses
- I hate green roses
These are trivial examples but the Jinja2 template language is very expressive. You can use it to develop sophisticated prompt templates. For more information see the Jinja2 documentation..
You can create a variable for further re-use, e.g.
{% with careers = ['doctor', 'lawyer', 'accountant'] %}
{% for career1 in careers %}
{% for career2 in careers %}
{% if career1 != career2 %}
{% prompt %}professional digital airbrush art of A {{ career1 }} and {{ career2 }}{% endprompt %}
{% endif %}
{% endfor %}
{% endfor %}
{% endwith %}the careers array is now avaible inside the {% with %} ... {% endwith %} block.
This is a random number: {{ random() }}e.g. This is a random number: 0.694942884614521
My favourite number is {{ randint(1, 10) }}e.g. My favourite number is 6
Return a list containing an arithmetic progression of integers.
{% for i in range(10) %}{{ i }}{% endfor %}Returns
0123456789
You can specify a start and stop
{% for i in range(5,9) %}{{ i }}{% endfor %}Returns
5678
Finally, you can provide an optional step:
{% for i in range(0,10, 2) %}{{ i }}{% endfor %}Returns
02468
My favourite colour is {{ weighted_choice(("pink", 0.2), ("yellow", 0.3), ("black", 0.4), ("purple", 0.1)) }}Will select one of the colours according to their weight, i.e. pink 20% of the time, yellow 30% of the time, etc
Generate all the possible permutations of elements in a list
{% for val in permutations(["red", "green", "blue"], 2) %}
{% prompt %}My favourite colours are {{ val|join(' and ') }}{% endprompt %}
{% endfor %}My favourite colours are red and green My favourite colours are red and blue My favourite colours are green and red My favourite colours are green and blue My favourite colours are blue and red My favourite colours are blue and green
random_sample is identical to using Dynamic Prompts in the standard random mode.
{% for i in range(5) %}
{% prompt %}{{ random_sample("A {red|green|blue} {square|circle}") }} {% endprompt %}
{% endfor %}- A blue square
- A green square
- A green circle
- A green circle
- A blue circle
all_combinations is identical to using combinatorial model
{% for prompt in all_combinations("A {red|green|blue} {square|circle}") %}
{% prompt %}{{ prompt }}{% endprompt %}
{% endfor %}
- A red square
- A red circle
- A green square
- A green circle
- A blue square
- A blue circle
Variables can be modified by filters. Filters are separated from the variable by a pipe symbol (|) and may have optional arguments in parentheses. Multiple filters can be chained. The output of one filter is applied to the next.
Here are a few useful filters:
{% with colours = ['red', 'blue', 'green'] %}
{{ colours|join(' and ') }}
{% endwith %}This joins an array with a separator, in this case: red and blue and green
{% with colours = ['red', 'blue', 'green'] %}
There are {{ colours|length }} colours in the array
{% endwith %}Returns the number of elements in an array
{{ 'some_string'|replace('_', '-') }}Replaces _ with - and returns some-string
{% with colours = ['red', 'blue', 'green'] %}
{{ colours|sort|join(' and ') }}
{% endwith %}Does what it say on the box, it sorts elements of an array: blue and green and red
You can find more fitlers here.
Note: Batch count works differently when using Jinja2 templates. If you set Batch count to 1 and Batch size to 1 and use this prompt:
{% for colour in ['blue', 'red', 'green'] %}
{% prompt %}I love {{ colour }} roses{% endprompt %}
{% endfor %}You will produce 3 images. This is due to the fact that {% prompt %}...{% endprompt %} creates one prompt for each colour. If you set Batch count to 2, 6 images will be created. The Combinatorial batches slider is also ignored since you can achieve the same effect as above by creating mulitple prompts in your template and then increasing Batch count.
You can use the following variables in your templates:
model.filename
model.title
model.hash
model.model_name
image.width
image.height
parameters.steps
parameters.batch_size
parameters.num_batches
parameters.width
parameters.height
parameters.cfg_scale
parameters.sampler_name
parameters.seed
prompt.prompt
prompt.negative_prompt
If you are using these templates, please let me know if they are useful.
Render different prompts determined by a variable
{% with season = choice("winter", "summer") %}
{% set dress_color = "blue" if season == "winter" else "red" %}
A fashion model wearing a {{ dress_color }} dress
{% endwith %}{% for i in range(11) %}
{% prompt %}[dog:cat:{{ i/10 }}]{% endprompt %}
{% endfor %}Using Automatic1111's prompt editing feature, these prompts are generated:
[dog:cat:0]
[dog:cat:0.1]
[dog:cat:0.2]
[dog:cat:0.3]
[dog:cat:0.4]
[dog:cat:0.5]
[dog:cat:0.6]
[dog:cat:0.7]
[dog:cat:0.8]
[dog:cat:0.9]
[dog:cat:1]
Automatic1111 will render with dog for the first x% of steps, and then switch to using cat.
