Start a new Flux training job
curl --request POST \
--url https://training-suite.simplismart.ai/api/flux/train/ \
--header 'Authorization: Bearer <token>' \
--header 'Content-Type: multipart/form-data' \
--form 'trigger_word=portrait of a person' \
--form org=0bf00b43-430a-4ca3-a8b3-b13cc8dc6d4d \
--form dataset_file='@example-file' \
--form name=my_first_flux_job \
--form rank=128 \
--form steps=1000 \
--form lr=0.0001 \
--form optimizers=Adam \
--form high_resolution_mode=falseimport requests
url = "https://training-suite.simplismart.ai/api/flux/train/"
files = { "dataset_file": ("example-file", open("example-file", "rb")) }
payload = {
"trigger_word": "portrait of a person",
"org": "0bf00b43-430a-4ca3-a8b3-b13cc8dc6d4d",
"name": "my_first_flux_job",
"rank": "128",
"steps": "1000",
"lr": "0.0001",
"optimizers": "Adam",
"high_resolution_mode": "false"
}
headers = {"Authorization": "Bearer <token>"}
response = requests.post(url, data=payload, files=files, headers=headers)
print(response.text)const form = new FormData();
form.append('trigger_word', 'portrait of a person');
form.append('org', '0bf00b43-430a-4ca3-a8b3-b13cc8dc6d4d');
form.append('dataset_file', '<string>');
form.append('name', 'my_first_flux_job');
form.append('rank', '128');
form.append('steps', '1000');
form.append('lr', '0.0001');
form.append('optimizers', 'Adam');
form.append('high_resolution_mode', 'false');
const options = {method: 'POST', headers: {Authorization: 'Bearer <token>'}};
options.body = form;
fetch('https://training-suite.simplismart.ai/api/flux/train/', options)
.then(res => res.json())
.then(res => console.log(res))
.catch(err => console.error(err));<?php
$curl = curl_init();
curl_setopt_array($curl, [
CURLOPT_URL => "https://training-suite.simplismart.ai/api/flux/train/",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "POST",
CURLOPT_POSTFIELDS => "-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"trigger_word\"\r\n\r\nportrait of a person\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"org\"\r\n\r\n0bf00b43-430a-4ca3-a8b3-b13cc8dc6d4d\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"dataset_file\"; filename=\"example-file\"\r\nContent-Type: application/octet-stream\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"name\"\r\n\r\nmy_first_flux_job\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"rank\"\r\n\r\n128\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"steps\"\r\n\r\n1000\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"lr\"\r\n\r\n0.0001\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"optimizers\"\r\n\r\nAdam\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"high_resolution_mode\"\r\n\r\nfalse\r\n-----011000010111000001101001--",
CURLOPT_HTTPHEADER => [
"Authorization: Bearer <token>",
"Content-Type: multipart/form-data"
],
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}package main
import (
"fmt"
"strings"
"net/http"
"io"
)
func main() {
url := "https://training-suite.simplismart.ai/api/flux/train/"
payload := strings.NewReader("-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"trigger_word\"\r\n\r\nportrait of a person\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"org\"\r\n\r\n0bf00b43-430a-4ca3-a8b3-b13cc8dc6d4d\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"dataset_file\"; filename=\"example-file\"\r\nContent-Type: application/octet-stream\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"name\"\r\n\r\nmy_first_flux_job\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"rank\"\r\n\r\n128\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"steps\"\r\n\r\n1000\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"lr\"\r\n\r\n0.0001\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"optimizers\"\r\n\r\nAdam\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"high_resolution_mode\"\r\n\r\nfalse\r\n-----011000010111000001101001--")
req, _ := http.NewRequest("POST", url, payload)
req.Header.Add("Authorization", "Bearer <token>")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.post("https://training-suite.simplismart.ai/api/flux/train/")
.header("Authorization", "Bearer <token>")
.body("-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"trigger_word\"\r\n\r\nportrait of a person\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"org\"\r\n\r\n0bf00b43-430a-4ca3-a8b3-b13cc8dc6d4d\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"dataset_file\"; filename=\"example-file\"\r\nContent-Type: application/octet-stream\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"name\"\r\n\r\nmy_first_flux_job\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"rank\"\r\n\r\n128\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"steps\"\r\n\r\n1000\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"lr\"\r\n\r\n0.0001\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"optimizers\"\r\n\r\nAdam\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"high_resolution_mode\"\r\n\r\nfalse\r\n-----011000010111000001101001--")
.asString();require 'uri'
require 'net/http'
url = URI("https://training-suite.simplismart.ai/api/flux/train/")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request.body = "-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"trigger_word\"\r\n\r\nportrait of a person\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"org\"\r\n\r\n0bf00b43-430a-4ca3-a8b3-b13cc8dc6d4d\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"dataset_file\"; filename=\"example-file\"\r\nContent-Type: application/octet-stream\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"name\"\r\n\r\nmy_first_flux_job\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"rank\"\r\n\r\n128\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"steps\"\r\n\r\n1000\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"lr\"\r\n\r\n0.0001\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"optimizers\"\r\n\r\nAdam\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"high_resolution_mode\"\r\n\r\nfalse\r\n-----011000010111000001101001--"
response = http.request(request)
puts response.read_body{
"lora_id": "<string>",
"status": "<string>",
"message": "<string>"
}Flux
Start a new Flux Training Job
Submit a new Flux training job with the specified configuration, training data, and metadata.
POST
/
api
/
flux
/
train
/
Start a new Flux training job
curl --request POST \
--url https://training-suite.simplismart.ai/api/flux/train/ \
--header 'Authorization: Bearer <token>' \
--header 'Content-Type: multipart/form-data' \
--form 'trigger_word=portrait of a person' \
--form org=0bf00b43-430a-4ca3-a8b3-b13cc8dc6d4d \
--form dataset_file='@example-file' \
--form name=my_first_flux_job \
--form rank=128 \
--form steps=1000 \
--form lr=0.0001 \
--form optimizers=Adam \
--form high_resolution_mode=falseimport requests
url = "https://training-suite.simplismart.ai/api/flux/train/"
files = { "dataset_file": ("example-file", open("example-file", "rb")) }
payload = {
"trigger_word": "portrait of a person",
"org": "0bf00b43-430a-4ca3-a8b3-b13cc8dc6d4d",
"name": "my_first_flux_job",
"rank": "128",
"steps": "1000",
"lr": "0.0001",
"optimizers": "Adam",
"high_resolution_mode": "false"
}
headers = {"Authorization": "Bearer <token>"}
response = requests.post(url, data=payload, files=files, headers=headers)
print(response.text)const form = new FormData();
form.append('trigger_word', 'portrait of a person');
form.append('org', '0bf00b43-430a-4ca3-a8b3-b13cc8dc6d4d');
form.append('dataset_file', '<string>');
form.append('name', 'my_first_flux_job');
form.append('rank', '128');
form.append('steps', '1000');
form.append('lr', '0.0001');
form.append('optimizers', 'Adam');
form.append('high_resolution_mode', 'false');
const options = {method: 'POST', headers: {Authorization: 'Bearer <token>'}};
options.body = form;
fetch('https://training-suite.simplismart.ai/api/flux/train/', options)
.then(res => res.json())
.then(res => console.log(res))
.catch(err => console.error(err));<?php
$curl = curl_init();
curl_setopt_array($curl, [
CURLOPT_URL => "https://training-suite.simplismart.ai/api/flux/train/",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "POST",
CURLOPT_POSTFIELDS => "-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"trigger_word\"\r\n\r\nportrait of a person\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"org\"\r\n\r\n0bf00b43-430a-4ca3-a8b3-b13cc8dc6d4d\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"dataset_file\"; filename=\"example-file\"\r\nContent-Type: application/octet-stream\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"name\"\r\n\r\nmy_first_flux_job\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"rank\"\r\n\r\n128\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"steps\"\r\n\r\n1000\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"lr\"\r\n\r\n0.0001\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"optimizers\"\r\n\r\nAdam\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"high_resolution_mode\"\r\n\r\nfalse\r\n-----011000010111000001101001--",
CURLOPT_HTTPHEADER => [
"Authorization: Bearer <token>",
"Content-Type: multipart/form-data"
],
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}package main
import (
"fmt"
"strings"
"net/http"
"io"
)
func main() {
url := "https://training-suite.simplismart.ai/api/flux/train/"
payload := strings.NewReader("-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"trigger_word\"\r\n\r\nportrait of a person\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"org\"\r\n\r\n0bf00b43-430a-4ca3-a8b3-b13cc8dc6d4d\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"dataset_file\"; filename=\"example-file\"\r\nContent-Type: application/octet-stream\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"name\"\r\n\r\nmy_first_flux_job\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"rank\"\r\n\r\n128\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"steps\"\r\n\r\n1000\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"lr\"\r\n\r\n0.0001\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"optimizers\"\r\n\r\nAdam\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"high_resolution_mode\"\r\n\r\nfalse\r\n-----011000010111000001101001--")
req, _ := http.NewRequest("POST", url, payload)
req.Header.Add("Authorization", "Bearer <token>")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.post("https://training-suite.simplismart.ai/api/flux/train/")
.header("Authorization", "Bearer <token>")
.body("-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"trigger_word\"\r\n\r\nportrait of a person\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"org\"\r\n\r\n0bf00b43-430a-4ca3-a8b3-b13cc8dc6d4d\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"dataset_file\"; filename=\"example-file\"\r\nContent-Type: application/octet-stream\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"name\"\r\n\r\nmy_first_flux_job\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"rank\"\r\n\r\n128\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"steps\"\r\n\r\n1000\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"lr\"\r\n\r\n0.0001\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"optimizers\"\r\n\r\nAdam\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"high_resolution_mode\"\r\n\r\nfalse\r\n-----011000010111000001101001--")
.asString();require 'uri'
require 'net/http'
url = URI("https://training-suite.simplismart.ai/api/flux/train/")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request.body = "-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"trigger_word\"\r\n\r\nportrait of a person\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"org\"\r\n\r\n0bf00b43-430a-4ca3-a8b3-b13cc8dc6d4d\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"dataset_file\"; filename=\"example-file\"\r\nContent-Type: application/octet-stream\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"name\"\r\n\r\nmy_first_flux_job\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"rank\"\r\n\r\n128\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"steps\"\r\n\r\n1000\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"lr\"\r\n\r\n0.0001\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"optimizers\"\r\n\r\nAdam\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"high_resolution_mode\"\r\n\r\nfalse\r\n-----011000010111000001101001--"
response = http.request(request)
puts response.read_body{
"lora_id": "<string>",
"status": "<string>",
"message": "<string>"
}Authorizations
JWT token for authentication
Headers
Bearer token for authentication and authorization.
Body
multipart/form-data
The trigger word to be associated with generated images.
Example:
"portrait of a person"
Organization ID associated with the training job.
Example:
"0bf00b43-430a-4ca3-a8b3-b13cc8dc6d4d"
Dataset file containing training images.
Name assigned to the Flux training job.
Example:
"my_first_flux_job"
The rank parameter for training.
Example:
"128"
Number of training steps.
Example:
"1000"
Learning rate for training.
Example:
"0.0001"
Optimizer to use for training.
Example:
"Adam"
Whether to enable high resolution mode.
Example:
"false"
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