Add this to your python code:

import booste

out_list = booste.gpt2(api_key, in_string, length)

Arguments:

Arg	Description	Required	Type	Example
api_key	Your API key, found on the User Dashboard	True	string	"xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx'
in_string	The given sequence of words	True	string	"I went on a walk and suddenly, I"
length	The quantity of words to predict following the in_string	False (default=5)	int	10

Return Type:

List - the predicted text, separated into list form.

To convert to string, add:

out_string = " ".join(out_list)

Fine-Tuning:

Adjusting these parameters from the default is not recommended.

Arg	Description	Required	Type	Example
temperature	A value between 0.1 and 1, to adjust randomness. - Smaller values create seemingly random output. - Larger values create repeating phrases in the output.	False (default=0.8)	float	0.8
window_max	A value between 1 and 1023, to manage inference workload. GPT-2 can only accept an input string less than 1024 words long. Booste uses a "sliding window" approach to handle longer length requests, where the input string is trimmed to the n=window_max most recent words. - Smaller values will generate text quickly (0.3 sec/word), but output will drift to unrelated topics due to lost context. - Larger values will generate text slowly (2 min/word), but output will retain more context.	False (default=100)	int	250

Add this to your python code:

import booste

task_id = booste.gpt2_async_start(api_key, in_string, length)

Arguments:

Arg	Description	Required	Type	Example
api_key	Your API key, found on the User Dashboard	True	string	"xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx'
in_string	The given sequence of words	True	string	"I went on a walk and suddenly, I"
length	The quantity of words to predict following the in_string	False (default=5)	int	10

Return Type:

String - a task ID for your inference job.
Use this task_id with the async check function at a later time to check on the job.

Fine-Tuning:

Adjusting these parameters from the default is not recommended.

Arg	Description	Required	Type	Example
temperature	A value between 0.1 and 1, to adjust randomness. - Smaller values create seemingly random output. - Larger values create repeating phrases in the output.	False (default=0.8)	float	0.8
window_max	A value between 1 and 1023, to manage inference workload. GPT-2 can only accept an input string less than 1024 words long. Booste uses a "sliding window" approach to handle longer length requests, where the input string is trimmed to the n=window_max most recent words. - Smaller values will generate text quickly (0.3 sec/word), but output will drift to unrelated topics due to lost context. - Larger values will generate text slowly (2 min/word), but output will retain more context.	False (default=100)	int	250

Add this to your python code:

import booste

dict_out = booste.gpt2_async_check(api_key, task_id)

Arguments:

Arg	Description	Required	Type	Example
api_key	Your API key, found on the User Dashboard	True	string	"xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx'
task_id	The task ID returned by the async start function	True	string	"xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx"

Return Type:

Dict - a dictionary structured as follows:

If the job is still running or has failed:

{
   'Status': job_status,
   'TaskID': task_id
}

If the job was successful:

{
   'Status': job_status,
   'Output': out_list
}