Models
Create a model from a source
Creates a new model in the caller’s organization. The source field selects how the model is constructed (currently library_listing, which forks an accessible listing from GET /v1/library_models). The deployment isn’t instantly ready; poll the GET endpoint until status is ACTIVE.
POST
/
v1
/
models
cURL
curl --request POST \
--url https://api.baseten.co/v1/models \
--header "Authorization: Bearer $BASETEN_API_KEY" \
--data '{
"source": null
}'import requests
import os
API_KEY = os.environ.get("BASETEN_API_KEY", "<YOUR_API_KEY>")
url = "https://api.baseten.co/v1/models"
headers = {"Authorization": f"Bearer {API_KEY}"}
response = requests.request(
"POST",
url,
headers=headers,
json={'source': None}
)
print(response.text)const options = {
method: 'POST',
headers: {Authorization: 'Bearer <token>', 'Content-Type': 'application/json'},
body: JSON.stringify({
source: {
lab_display_name: '<string>',
user_defined_listing_id: '<string>',
kind: 'library_listing',
deployed_model_name: '<string>'
}
})
};
fetch('https://api.baseten.co/v1/models', 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://api.baseten.co/v1/models",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "POST",
CURLOPT_POSTFIELDS => json_encode([
'source' => [
'lab_display_name' => '<string>',
'user_defined_listing_id' => '<string>',
'kind' => 'library_listing',
'deployed_model_name' => '<string>'
]
]),
CURLOPT_HTTPHEADER => [
"Authorization: Bearer <token>",
"Content-Type: application/json"
],
]);
$response = curl_exec($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://api.baseten.co/v1/models"
payload := strings.NewReader("{\n \"source\": {\n \"lab_display_name\": \"<string>\",\n \"user_defined_listing_id\": \"<string>\",\n \"kind\": \"library_listing\",\n \"deployed_model_name\": \"<string>\"\n }\n}")
req, _ := http.NewRequest("POST", url, payload)
req.Header.Add("Authorization", "Bearer <token>")
req.Header.Add("Content-Type", "application/json")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.post("https://api.baseten.co/v1/models")
.header("Authorization", "Bearer <token>")
.header("Content-Type", "application/json")
.body("{\n \"source\": {\n \"lab_display_name\": \"<string>\",\n \"user_defined_listing_id\": \"<string>\",\n \"kind\": \"library_listing\",\n \"deployed_model_name\": \"<string>\"\n }\n}")
.asString();require 'uri'
require 'net/http'
url = URI("https://api.baseten.co/v1/models")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request["Content-Type"] = 'application/json'
request.body = "{\n \"source\": {\n \"lab_display_name\": \"<string>\",\n \"user_defined_listing_id\": \"<string>\",\n \"kind\": \"library_listing\",\n \"deployed_model_name\": \"<string>\"\n }\n}"
response = http.request(request)
puts response.read_body{
"model": {
"id": "<string>",
"created_at": "2023-11-07T05:31:56Z",
"name": "<string>",
"deployments_count": 123,
"production_deployment_id": "<string>",
"development_deployment_id": "<string>",
"instance_type_name": "<string>",
"team_name": "<string>"
},
"deployment": {
"id": "<string>",
"created_at": "2023-11-07T05:31:56Z",
"name": "<string>",
"model_id": "<string>",
"is_production": true,
"is_development": true,
"active_replica_count": 123,
"autoscaling_settings": {
"min_replica": 123,
"max_replica": 123,
"autoscaling_window": 123,
"scale_down_delay": 123,
"concurrency_target": 123,
"target_utilization_percentage": 123,
"target_in_flight_tokens": 123,
"max_scale_down_rate": 123
},
"instance_type_name": "<string>",
"environment": "<string>",
"labels": {}
}
}Authorizations
Send Authorization: Bearer <api_key>. The legacy Authorization: Api-Key <api_key> scheme is also accepted.
Body
application/json
Body for creating a model via POST /v1/models.
Create a model by forking a library listing accessible to the caller's organization.
- LibraryListingSourceV1
- ModelArchiveSourceV1
Show child attributes
Show child attributes
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⌘I
cURL
curl --request POST \
--url https://api.baseten.co/v1/models \
--header "Authorization: Bearer $BASETEN_API_KEY" \
--data '{
"source": null
}'import requests
import os
API_KEY = os.environ.get("BASETEN_API_KEY", "<YOUR_API_KEY>")
url = "https://api.baseten.co/v1/models"
headers = {"Authorization": f"Bearer {API_KEY}"}
response = requests.request(
"POST",
url,
headers=headers,
json={'source': None}
)
print(response.text)const options = {
method: 'POST',
headers: {Authorization: 'Bearer <token>', 'Content-Type': 'application/json'},
body: JSON.stringify({
source: {
lab_display_name: '<string>',
user_defined_listing_id: '<string>',
kind: 'library_listing',
deployed_model_name: '<string>'
}
})
};
fetch('https://api.baseten.co/v1/models', 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://api.baseten.co/v1/models",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "POST",
CURLOPT_POSTFIELDS => json_encode([
'source' => [
'lab_display_name' => '<string>',
'user_defined_listing_id' => '<string>',
'kind' => 'library_listing',
'deployed_model_name' => '<string>'
]
]),
CURLOPT_HTTPHEADER => [
"Authorization: Bearer <token>",
"Content-Type: application/json"
],
]);
$response = curl_exec($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://api.baseten.co/v1/models"
payload := strings.NewReader("{\n \"source\": {\n \"lab_display_name\": \"<string>\",\n \"user_defined_listing_id\": \"<string>\",\n \"kind\": \"library_listing\",\n \"deployed_model_name\": \"<string>\"\n }\n}")
req, _ := http.NewRequest("POST", url, payload)
req.Header.Add("Authorization", "Bearer <token>")
req.Header.Add("Content-Type", "application/json")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.post("https://api.baseten.co/v1/models")
.header("Authorization", "Bearer <token>")
.header("Content-Type", "application/json")
.body("{\n \"source\": {\n \"lab_display_name\": \"<string>\",\n \"user_defined_listing_id\": \"<string>\",\n \"kind\": \"library_listing\",\n \"deployed_model_name\": \"<string>\"\n }\n}")
.asString();require 'uri'
require 'net/http'
url = URI("https://api.baseten.co/v1/models")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request["Content-Type"] = 'application/json'
request.body = "{\n \"source\": {\n \"lab_display_name\": \"<string>\",\n \"user_defined_listing_id\": \"<string>\",\n \"kind\": \"library_listing\",\n \"deployed_model_name\": \"<string>\"\n }\n}"
response = http.request(request)
puts response.read_body{
"model": {
"id": "<string>",
"created_at": "2023-11-07T05:31:56Z",
"name": "<string>",
"deployments_count": 123,
"production_deployment_id": "<string>",
"development_deployment_id": "<string>",
"instance_type_name": "<string>",
"team_name": "<string>"
},
"deployment": {
"id": "<string>",
"created_at": "2023-11-07T05:31:56Z",
"name": "<string>",
"model_id": "<string>",
"is_production": true,
"is_development": true,
"active_replica_count": 123,
"autoscaling_settings": {
"min_replica": 123,
"max_replica": 123,
"autoscaling_window": 123,
"scale_down_delay": 123,
"concurrency_target": 123,
"target_utilization_percentage": 123,
"target_in_flight_tokens": 123,
"max_scale_down_rate": 123
},
"instance_type_name": "<string>",
"environment": "<string>",
"labels": {}
}
}