curl --request POST \
  --url https://{host}/api/model-deployments \
  --header 'Authorization: Bearer <token>' \
  --header 'Content-Type: application/json' \
  --data '
{
  "name": "<string>",
  "model_source": {
    "kind": "artifact",
    "run_id": "<string>",
    "step": 1
  },
  "config": {
    "engine": "vllm",
    "gpus": 1,
    "gpu_series": "",
    "cpus": 4,
    "memory_gb": 16,
    "dtype": "auto",
    "quantization": "none",
    "max_model_len": 2097216,
    "gpu_memory_utilization": 0.9,
    "max_concurrency": 32768,
    "trust_remote_code": false,
    "served_model_name": "model",
    "tensor_parallel_size": 32,
    "pipeline_parallel_size": 32,
    "data_parallel_size": 32,
    "extra_args": [
      "<string>"
    ],
    "env": {},
    "vllm": {
      "cpu_offload_gib": 0,
      "kv_cache_dtype": "auto",
      "enforce_eager": false,
      "max_num_batched_tokens": 524320,
      "enable_prefix_caching": false,
      "enable_chunked_prefill": true,
      "tool_call_parser": "<string>",
      "reasoning_parser": "<string>",
      "chat_template": "<string>"
    },
    "sglang": {
      "mem_fraction_static": 0.88,
      "chunked_prefill_size": 524352,
      "schedule_policy": "lpm",
      "max_running_requests": 32768,
      "disable_radix_cache": false,
      "tool_call_parser": "<string>",
      "reasoning_parser": "<string>",
      "chat_template": "<string>"
    }
  },
  "project_key": "<string>",
  "fleet_id": "",
  "serve_mode": "proxied"
}
'

import requests

url = "https://{host}/api/model-deployments"

payload = {
    "name": "<string>",
    "model_source": {
        "kind": "artifact",
        "run_id": "<string>",
        "step": 1
    },
    "config": {
        "engine": "vllm",
        "gpus": 1,
        "gpu_series": "",
        "cpus": 4,
        "memory_gb": 16,
        "dtype": "auto",
        "quantization": "none",
        "max_model_len": 2097216,
        "gpu_memory_utilization": 0.9,
        "max_concurrency": 32768,
        "trust_remote_code": False,
        "served_model_name": "model",
        "tensor_parallel_size": 32,
        "pipeline_parallel_size": 32,
        "data_parallel_size": 32,
        "extra_args": ["<string>"],
        "env": {},
        "vllm": {
            "cpu_offload_gib": 0,
            "kv_cache_dtype": "auto",
            "enforce_eager": False,
            "max_num_batched_tokens": 524320,
            "enable_prefix_caching": False,
            "enable_chunked_prefill": True,
            "tool_call_parser": "<string>",
            "reasoning_parser": "<string>",
            "chat_template": "<string>"
        },
        "sglang": {
            "mem_fraction_static": 0.88,
            "chunked_prefill_size": 524352,
            "schedule_policy": "lpm",
            "max_running_requests": 32768,
            "disable_radix_cache": False,
            "tool_call_parser": "<string>",
            "reasoning_parser": "<string>",
            "chat_template": "<string>"
        }
    },
    "project_key": "<string>",
    "fleet_id": "",
    "serve_mode": "proxied"
}
headers = {
    "Authorization": "Bearer <token>",
    "Content-Type": "application/json"
}

response = requests.post(url, json=payload, headers=headers)

print(response.text)

const options = {
  method: 'POST',
  headers: {Authorization: 'Bearer <token>', 'Content-Type': 'application/json'},
  body: JSON.stringify({
    name: '<string>',
    model_source: {kind: 'artifact', run_id: '<string>', step: 1},
    config: {
      engine: 'vllm',
      gpus: 1,
      gpu_series: '',
      cpus: 4,
      memory_gb: 16,
      dtype: 'auto',
      quantization: 'none',
      max_model_len: 2097216,
      gpu_memory_utilization: 0.9,
      max_concurrency: 32768,
      trust_remote_code: false,
      served_model_name: 'model',
      tensor_parallel_size: 32,
      pipeline_parallel_size: 32,
      data_parallel_size: 32,
      extra_args: ['<string>'],
      env: {},
      vllm: {
        cpu_offload_gib: 0,
        kv_cache_dtype: 'auto',
        enforce_eager: false,
        max_num_batched_tokens: 524320,
        enable_prefix_caching: false,
        enable_chunked_prefill: true,
        tool_call_parser: '<string>',
        reasoning_parser: '<string>',
        chat_template: '<string>'
      },
      sglang: {
        mem_fraction_static: 0.88,
        chunked_prefill_size: 524352,
        schedule_policy: 'lpm',
        max_running_requests: 32768,
        disable_radix_cache: false,
        tool_call_parser: '<string>',
        reasoning_parser: '<string>',
        chat_template: '<string>'
      }
    },
    project_key: '<string>',
    fleet_id: '',
    serve_mode: 'proxied'
  })
};

fetch('https://{host}/api/model-deployments', 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://{host}/api/model-deployments",
  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([
    'name' => '<string>',
    'model_source' => [
        'kind' => 'artifact',
        'run_id' => '<string>',
        'step' => 1
    ],
    'config' => [
        'engine' => 'vllm',
        'gpus' => 1,
        'gpu_series' => '',
        'cpus' => 4,
        'memory_gb' => 16,
        'dtype' => 'auto',
        'quantization' => 'none',
        'max_model_len' => 2097216,
        'gpu_memory_utilization' => 0.9,
        'max_concurrency' => 32768,
        'trust_remote_code' => false,
        'served_model_name' => 'model',
        'tensor_parallel_size' => 32,
        'pipeline_parallel_size' => 32,
        'data_parallel_size' => 32,
        'extra_args' => [
                '<string>'
        ],
        'env' => [
                
        ],
        'vllm' => [
                'cpu_offload_gib' => 0,
                'kv_cache_dtype' => 'auto',
                'enforce_eager' => false,
                'max_num_batched_tokens' => 524320,
                'enable_prefix_caching' => false,
                'enable_chunked_prefill' => true,
                'tool_call_parser' => '<string>',
                'reasoning_parser' => '<string>',
                'chat_template' => '<string>'
        ],
        'sglang' => [
                'mem_fraction_static' => 0.88,
                'chunked_prefill_size' => 524352,
                'schedule_policy' => 'lpm',
                'max_running_requests' => 32768,
                'disable_radix_cache' => false,
                'tool_call_parser' => '<string>',
                'reasoning_parser' => '<string>',
                'chat_template' => '<string>'
        ]
    ],
    'project_key' => '<string>',
    'fleet_id' => '',
    'serve_mode' => 'proxied'
  ]),
  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://{host}/api/model-deployments"

	payload := strings.NewReader("{\n  \"name\": \"<string>\",\n  \"model_source\": {\n    \"kind\": \"artifact\",\n    \"run_id\": \"<string>\",\n    \"step\": 1\n  },\n  \"config\": {\n    \"engine\": \"vllm\",\n    \"gpus\": 1,\n    \"gpu_series\": \"\",\n    \"cpus\": 4,\n    \"memory_gb\": 16,\n    \"dtype\": \"auto\",\n    \"quantization\": \"none\",\n    \"max_model_len\": 2097216,\n    \"gpu_memory_utilization\": 0.9,\n    \"max_concurrency\": 32768,\n    \"trust_remote_code\": false,\n    \"served_model_name\": \"model\",\n    \"tensor_parallel_size\": 32,\n    \"pipeline_parallel_size\": 32,\n    \"data_parallel_size\": 32,\n    \"extra_args\": [\n      \"<string>\"\n    ],\n    \"env\": {},\n    \"vllm\": {\n      \"cpu_offload_gib\": 0,\n      \"kv_cache_dtype\": \"auto\",\n      \"enforce_eager\": false,\n      \"max_num_batched_tokens\": 524320,\n      \"enable_prefix_caching\": false,\n      \"enable_chunked_prefill\": true,\n      \"tool_call_parser\": \"<string>\",\n      \"reasoning_parser\": \"<string>\",\n      \"chat_template\": \"<string>\"\n    },\n    \"sglang\": {\n      \"mem_fraction_static\": 0.88,\n      \"chunked_prefill_size\": 524352,\n      \"schedule_policy\": \"lpm\",\n      \"max_running_requests\": 32768,\n      \"disable_radix_cache\": false,\n      \"tool_call_parser\": \"<string>\",\n      \"reasoning_parser\": \"<string>\",\n      \"chat_template\": \"<string>\"\n    }\n  },\n  \"project_key\": \"<string>\",\n  \"fleet_id\": \"\",\n  \"serve_mode\": \"proxied\"\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://{host}/api/model-deployments")
  .header("Authorization", "Bearer <token>")
  .header("Content-Type", "application/json")
  .body("{\n  \"name\": \"<string>\",\n  \"model_source\": {\n    \"kind\": \"artifact\",\n    \"run_id\": \"<string>\",\n    \"step\": 1\n  },\n  \"config\": {\n    \"engine\": \"vllm\",\n    \"gpus\": 1,\n    \"gpu_series\": \"\",\n    \"cpus\": 4,\n    \"memory_gb\": 16,\n    \"dtype\": \"auto\",\n    \"quantization\": \"none\",\n    \"max_model_len\": 2097216,\n    \"gpu_memory_utilization\": 0.9,\n    \"max_concurrency\": 32768,\n    \"trust_remote_code\": false,\n    \"served_model_name\": \"model\",\n    \"tensor_parallel_size\": 32,\n    \"pipeline_parallel_size\": 32,\n    \"data_parallel_size\": 32,\n    \"extra_args\": [\n      \"<string>\"\n    ],\n    \"env\": {},\n    \"vllm\": {\n      \"cpu_offload_gib\": 0,\n      \"kv_cache_dtype\": \"auto\",\n      \"enforce_eager\": false,\n      \"max_num_batched_tokens\": 524320,\n      \"enable_prefix_caching\": false,\n      \"enable_chunked_prefill\": true,\n      \"tool_call_parser\": \"<string>\",\n      \"reasoning_parser\": \"<string>\",\n      \"chat_template\": \"<string>\"\n    },\n    \"sglang\": {\n      \"mem_fraction_static\": 0.88,\n      \"chunked_prefill_size\": 524352,\n      \"schedule_policy\": \"lpm\",\n      \"max_running_requests\": 32768,\n      \"disable_radix_cache\": false,\n      \"tool_call_parser\": \"<string>\",\n      \"reasoning_parser\": \"<string>\",\n      \"chat_template\": \"<string>\"\n    }\n  },\n  \"project_key\": \"<string>\",\n  \"fleet_id\": \"\",\n  \"serve_mode\": \"proxied\"\n}")
  .asString();

require 'uri'
require 'net/http'

url = URI("https://{host}/api/model-deployments")

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  \"name\": \"<string>\",\n  \"model_source\": {\n    \"kind\": \"artifact\",\n    \"run_id\": \"<string>\",\n    \"step\": 1\n  },\n  \"config\": {\n    \"engine\": \"vllm\",\n    \"gpus\": 1,\n    \"gpu_series\": \"\",\n    \"cpus\": 4,\n    \"memory_gb\": 16,\n    \"dtype\": \"auto\",\n    \"quantization\": \"none\",\n    \"max_model_len\": 2097216,\n    \"gpu_memory_utilization\": 0.9,\n    \"max_concurrency\": 32768,\n    \"trust_remote_code\": false,\n    \"served_model_name\": \"model\",\n    \"tensor_parallel_size\": 32,\n    \"pipeline_parallel_size\": 32,\n    \"data_parallel_size\": 32,\n    \"extra_args\": [\n      \"<string>\"\n    ],\n    \"env\": {},\n    \"vllm\": {\n      \"cpu_offload_gib\": 0,\n      \"kv_cache_dtype\": \"auto\",\n      \"enforce_eager\": false,\n      \"max_num_batched_tokens\": 524320,\n      \"enable_prefix_caching\": false,\n      \"enable_chunked_prefill\": true,\n      \"tool_call_parser\": \"<string>\",\n      \"reasoning_parser\": \"<string>\",\n      \"chat_template\": \"<string>\"\n    },\n    \"sglang\": {\n      \"mem_fraction_static\": 0.88,\n      \"chunked_prefill_size\": 524352,\n      \"schedule_policy\": \"lpm\",\n      \"max_running_requests\": 32768,\n      \"disable_radix_cache\": false,\n      \"tool_call_parser\": \"<string>\",\n      \"reasoning_parser\": \"<string>\",\n      \"chat_template\": \"<string>\"\n    }\n  },\n  \"project_key\": \"<string>\",\n  \"fleet_id\": \"\",\n  \"serve_mode\": \"proxied\"\n}"

response = http.request(request)
puts response.read_body

{
  "deployment": {
    "id": "<string>",
    "name": "<string>",
    "owner_user_id": 123,
    "owner_username": "<string>",
    "desired_state": "<string>",
    "status": "<string>",
    "endpoint_path": "<string>",
    "created_at": "2023-11-07T05:31:56Z",
    "updated_at": "2023-11-07T05:31:56Z",
    "project_key": "<string>",
    "fleet_id": "",
    "serve_mode": "proxied",
    "current_revision_id": "<string>",
    "candidate_revision_id": "<string>",
    "last_error": "<string>",
    "current_revision": {
      "id": "<string>",
      "deployment_id": "<string>",
      "sequence": 123,
      "engine": "<string>",
      "model_source": {},
      "config": {},
      "status": "<string>",
      "created_by": "<string>",
      "created_at": "2023-11-07T05:31:56Z",
      "runtime_ref": "<string>",
      "runtime_meta": {},
      "internal_endpoint": "<string>",
      "error": "<string>",
      "ready_at": "2023-11-07T05:31:56Z",
      "retired_at": "2023-11-07T05:31:56Z"
    },
    "candidate_revision": {
      "id": "<string>",
      "deployment_id": "<string>",
      "sequence": 123,
      "engine": "<string>",
      "model_source": {},
      "config": {},
      "status": "<string>",
      "created_by": "<string>",
      "created_at": "2023-11-07T05:31:56Z",
      "runtime_ref": "<string>",
      "runtime_meta": {},
      "internal_endpoint": "<string>",
      "error": "<string>",
      "ready_at": "2023-11-07T05:31:56Z",
      "retired_at": "2023-11-07T05:31:56Z"
    },
    "revisions": [
      {
        "id": "<string>",
        "deployment_id": "<string>",
        "sequence": 123,
        "engine": "<string>",
        "model_source": {},
        "config": {},
        "status": "<string>",
        "created_by": "<string>",
        "created_at": "2023-11-07T05:31:56Z",
        "runtime_ref": "<string>",
        "runtime_meta": {},
        "internal_endpoint": "<string>",
        "error": "<string>",
        "ready_at": "2023-11-07T05:31:56Z",
        "retired_at": "2023-11-07T05:31:56Z"
      }
    ],
    "tokens": [
      {
        "id": "<string>",
        "deployment_id": "<string>",
        "name": "<string>",
        "prefix": "<string>",
        "created_by": "<string>",
        "created_at": "2023-11-07T05:31:56Z",
        "last_used_at": "2023-11-07T05:31:56Z",
        "revoked_at": "2023-11-07T05:31:56Z"
      }
    ],
    "reflow_sample_rate": 0,
    "reflow_retention_days": 30,
    "reflow_capture_system_prompt": true,
    "reflow_dropped_total": 0,
    "reflow_trimmed_total": 0
  },
  "initial_token": {
    "id": "<string>",
    "deployment_id": "<string>",
    "name": "<string>",
    "prefix": "<string>",
    "created_by": "<string>",
    "created_at": "2023-11-07T05:31:56Z",
    "token": "<string>",
    "last_used_at": "2023-11-07T05:31:56Z",
    "revoked_at": "2023-11-07T05:31:56Z"
  }
}

{
  "detail": [
    {
      "loc": [
        "<string>"
      ],
      "msg": "<string>",
      "type": "<string>",
      "input": "<unknown>",
      "ctx": {}
    }
  ]
}