@@ -54,21 +54,7 @@ replicate.run(
5454)
5555```
5656
57- Some models, like [ andreasjansson/blip-2] ( https://replicate.com/andreasjansson/blip-2 ) , have files as inputs.
58- To run a model that takes a file input,
59- pass a URL to a publicly accessible file.
60- Or, for smaller files (<10MB), you can pass a file handle directly.
61-
62- ``` python
63- >> > output = replicate.run(
64- " andreasjansson/blip-2:f677695e5e89f8b236e52ecd1d3f01beb44c34606419bcc19345e046d8f786f9" ,
65- input = { " image" : open (" path/to/mystery.jpg" ) }
66- )
67-
68- " an astronaut riding a horse"
69- ```
70-
71- > [ !NOTE]
57+ > [ !TIP]
7258> You can also use the Replicate client asynchronously by prepending ` async_ ` to the method name.
7359>
7460> Here's an example of how to run several predictions concurrently and wait for them all to complete:
@@ -94,6 +80,19 @@ Or, for smaller files (<10MB), you can pass a file handle directly.
9480> print (results)
9581> ```
9682
83+ To run a model that takes a file input you can pass either
84+ a URL to a publicly accessible file on the Internet
85+ or a handle to a file on your local device.
86+
87+ ```python
88+ >> > output = replicate.run(
89+ " andreasjansson/blip-2:f677695e5e89f8b236e52ecd1d3f01beb44c34606419bcc19345e046d8f786f9" ,
90+ input = { " image" : open (" path/to/mystery.jpg" ) }
91+ )
92+
93+ " an astronaut riding a horse"
94+ ```
95+
9796## Run a model and stream its output
9897
9998Replicate’s API supports server-sent event streams (SSEs) for language models.
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