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    {
      "html": "<div class=\"sheet-head\"><span class=\"mav\" aria-hidden=\"true\">•</span><h2 id=\"sheet-title\">Qwen/Qwen2.5-Coder-7B-Instruct</h2><button class=\"icon-btn\" type=\"button\" data-close-sheet aria-label=\"Sluiten\">×</button></div><div class=\"idline\"><span>Overig /</span><code>Qwen/Qwen2.5-Coder-7B-Instruct</code><button type=\"button\" id=\"copy-id\">ID kopiëren</button></div><nav class=\"card-jump-nav\" aria-label=\"Onderdelen van de modelkaart\"><button type=\"button\" data-card-jump=\"overview\">Aan de slag</button><button type=\"button\" data-card-jump=\"methods\">Invoer en methoden</button><button type=\"button\" data-card-jump=\"pricing\">Tarieven</button><button type=\"button\" data-card-jump=\"examples\">Voorbeelden</button><button type=\"button\" data-card-jump=\"results\">Resultaten</button><button type=\"button\" data-card-jump=\"aliases\">Aliasnamen</button></nav><div class=\"card-method-tabs\" role=\"tablist\" aria-label=\"API-methoden\"><button type=\"button\" role=\"tab\" tabindex=\"0\" aria-controls=\"card-method-content\" aria-selected=\"true\" id=\"card-method-tab-0\" data-card-method=\"Ultra|chat|/v1/chat/completions|Qwen%2FQwen2.5-Coder-7B-Instruct\">Chat</button></div><div id=\"card-method-content\" role=\"tabpanel\" aria-labelledby=\"card-method-tab-0\"><section class=\"card-section\" data-card-section=\"overview\"><h3 tabindex=\"-1\">Aan de slag</h3><p class=\"mdesc-full\">Qwens instructiegetrainde 7B-programmeermodel voor codegeneratie, uitleg en herstelvoorstellen.</p><dl class=\"card-io\" data-card-io><div><dt>Toegestane invoer</dt><dd>Tekst · Afbeeldingen</dd></div><div><dt>Resultaten</dt><dd>Tekst</dd></div></dl><details class=\"card-about\"><summary>Over het model</summary><p class=\"note-s\" data-model-method-boundary>Deze beschrijving gaat over de mogelijkheden van het model. De via Ailoot beschikbare invoer, uitvoer en opties staan hieronder voor de geselecteerde methode.</p><div class=\"mabout\" id=\"m-about\"><p>Qwen/Qwen2.5-Coder-7B-Instruct is de instructiegetrainde 7B-editie van Qwens codegerichte familie. De <a href=\"https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct\">officiële modelkaart</a> positioneert het voor codegeneratie, redeneren over code en codereparatie. Geef bijvoorbeeld een functiesignatuur en falend voorbeeld en vraag een vervangende implementatie met korte uitleg van het randgeval.</p><p>Gebruik /v1/chat/completions in Ailoot, met geaccepteerde tekst- en afbeeldingsinvoer en tekstuitvoer. De genoemde instellingen zijn model, messages en stream; er is geen code-uitvoeringstool of repositorybewerking. De implementatieafhankelijke langecontextinrichting van het oorspronkelijke model bewijst geen contextquotum op deze route. Vergelijk het herstelvoorstel in je eigen runtime met het oorspronkelijke falende voorbeeld.</p></div></details></section><section class=\"card-section\" data-card-section=\"methods\"><h3 tabindex=\"-1\">Beschikbaar in Ailoot · invoer en methoden</h3><details class=\"card-method\" open><summary><b>Ailoot Ultra · OpenAI Chat</b> <code>POST /v1/chat/completions</code></summary><dl class=\"method-capabilities\"><div><dt>Invoertypen</dt><dd><code>text</code>, <code>image</code></dd></div><div><dt>Uitvoertypen</dt><dd><code>text</code></dd></div><div><dt>Uitvoerformaat</dt><dd>JSON or SSE</dd></div></dl><div class=\"tw\" data-card-parameters data-typed-parameters><table><thead><tr><th>Veld</th><th>Type</th><th>Vereiste</th><th>Waarden en limieten</th><th>Standaard</th></tr></thead><tbody><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">model</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Vereist</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>Qwen/Qwen2.5-Coder-7B-Instruct</div><div>Voorwaarden: Gebruik exact deze Ailoot-routeringsselector.</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">messages</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>array</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Vereist</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>Voorwaarden: </div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">stream</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>boolean</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>Voorwaarden: </div></td><td data-cell-label=\"Standaard\" data-default=\"known\"><span class=\"card-cell-label\">Standaard</span>false</td></tr></tbody></table></div><details class=\"card-about\" data-material-combinations><summary>Combinaties van invoermaterialen</summary><p class=\"note-s\"><b>text_input</b> · Vereist: messages</p><p class=\"note-s\"><b>image_with_text</b> · Vereist: messages with actual image content blocks</p></details><details class=\"note-s\" data-method-contract><summary>Methodeparameters en levenscyclus</summary><div class=\"tw\" data-card-table=\"contract\"><table><thead><tr><th>Parameter</th><th>Contract</th></tr></thead><tbody><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>content_type</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>application/json</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>required</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>model, messages</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>optional</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>stream</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>material_types</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>text, image</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>conditions</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>Gebruik exact deze Ailoot-routeringsselector., Dit protocol transporteert afbeeldingsinhoud wanneer het specifiek geselecteerde model beeldherkenning ondersteunt. Toelating door het protocol toont niet aan dat elk model afbeeldingen kan verwerken.</td></tr></tbody></table></div><p>Methodealiasnamen: <code>/chat/completions</code></p><p>Levenscyclus: <code>synchronous_or_streamed</code></p></details></details></section><section class=\"card-section\" data-card-section=\"pricing\"><h3 tabindex=\"-1\">Tarieven</h3><div data-native-semantic-method=\"v1\" data-tariff-reference-only><p class=\"note-s\" data-rate-support-note>Tariefverwijzingen voegen geen verzoekopties toe. Ondersteunde parameters staan bij de geselecteerde methode.</p><dl data-price-conditions><dt>Snelle modus</dt><dd>Standaardtarief <span class=\"note-s\">Wanneer de snelle modus is geselecteerd</span></dd><dt>Flexmodus</dt><dd>Standaardtarief <span class=\"note-s\">Wanneer de modus flex is geselecteerd</span></dd><dt>Maximale redeneerinspanning</dt><dd>Standaardtarief <span class=\"note-s\">Wanneer bij maximale redeneerinspanning de default-aanpassing wordt gebruikt</span></dd><dt>Tarieven voor expliciete caching</dt><dd>Niet ingeschakeld <span class=\"note-s\">Wanneer expliciete caching wordt aangevraagd</span></dd><dt>Nultarieven voor uitsluitend tekst</dt><dd>Voor cache, tools en media gelden de afzonderlijk vermelde prijsvoorwaarden. <span class=\"note-s\">Voor invoer en uitvoer met uitsluitend tekst</span></dd></dl></div><div data-declared-tariff-pricing><h4>Ailoot-tarieven</h4><h4>Prijzen per configuratie</h4><div class=\"tw\" data-pricing-profiles><table><thead><tr><th>Configuratie</th><th>Tariefstaffel</th><th>Kosten</th></tr></thead><tbody><tr><th data-cell-label=\"Configuratie\" scope=\"row\"><span class=\"card-cell-label\">Configuratie</span>Basistarieven voor tokens</th><td data-cell-label=\"Tariefstaffel\"><span class=\"card-cell-label\">Tariefstaffel</span>Basistarief</td><td data-cell-label=\"Kosten\"><span class=\"card-cell-label\">Kosten</span><div><span>Invoer · Invoertokens</span> <b>$0</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Uitvoer · Uitvoertokens</span> <b>$0</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache lezen</span> <b>$0</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache schrijven</span> <b>$0</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache schrijven, 1 uur</span> <b>—</b> <span class=\"price-unit\">/ 1K tokens</span></div></td></tr></tbody></table></div></div><p class=\"note-s\">Ailoot reserveert vóór een verzoek een geschat bedrag. Na het resultaat worden de uiteindelijke kosten afgerekend op basis van het gemeten verbruik. Bij streaming gebeurt de afrekening op basis van de definitieve verbruiksregistratie. <a href=\"/docs/nl/billing/reserve/\">Zo werken reservering en afrekening →</a></p></section><section class=\"card-section\" data-card-section=\"examples\"><h3 tabindex=\"-1\">Voorbeeldverzoeken</h3><h4>Ailoot Ultra · OpenAI Chat</h4><div class=\"code-group\"><div class=\"cg-bar\"><div class=\"cg-tabs\" role=\"tablist\" aria-label=\"Codevarianten\"><button class=\"cg-tab\" id=\"model-code-2824-tab-0\" role=\"tab\" type=\"button\" aria-controls=\"model-code-2824-panel-0\" aria-selected=\"true\" tabindex=\"0\">curl · maak één keer aan en bewaar het volledige resultaat</button></div><div class=\"cg-tools\"><button class=\"cg-btn cg-copy\" type=\"button\" aria-label=\"Code kopiëren\"><svg class=\"cp\" viewBox=\"0 0 16 16\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\"><rect x=\"5.25\" y=\"5.25\" width=\"8.5\" height=\"8.5\" rx=\"1.75\"/><path d=\"M10.75 5.25V3.5a1.25 1.25 0 0 0-1.25-1.25H3.5A1.25 1.25 0 0 0 2.25 3.5v6a1.25 1.25 0 0 0 1.25 1.25h1.75\"/></svg><svg class=\"ok\" viewBox=\"0 0 16 16\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\"><path d=\"m3 8.5 3.25 3.25L13 5\"/></svg></button></div></div><div class=\"cg-body\"><div class=\"cg-pane\" id=\"model-code-2824-panel-0\" role=\"tabpanel\" aria-labelledby=\"model-code-2824-tab-0\"><pre data-lang=\"bash\"><code>set -eu\n: &quot;${AILOOT_API_KEY:?Set your Ailoot API key}&quot;\nexport AILOOT_API_KEY\npython3 - &lt;&lt;&#39;PY_REQUEST&#39;\nimport json,os\nfrom pathlib import Path\np=json.loads(&#39;{&quot;model&quot;: &quot;Qwen/Qwen2.5-Coder-7B-Instruct&quot;, &quot;messages&quot;: [{&quot;role&quot;: &quot;user&quot;, &quot;content&quot;: &quot;Explain how a rainbow forms.&quot;}]}&#39;)\n\nPath(&quot;request.json&quot;).write_text(json.dumps(p,ensure_ascii=False))\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/chat/completions \\\n  -H &quot;Authorization: Bearer $AILOOT_API_KEY&quot; -H &#39;Content-Type: application/json&#39; \\\n  --data-binary @request.json -D response-headers.txt -o result.json\n# Submit once. Retain the complete result, original identifiers and every response header.\n</code></pre></div></div></div></section><section class=\"card-section\" data-card-section=\"results\"><h3 tabindex=\"-1\">Resultaten ophalen en opslaan</h3><h4>Ailoot Ultra · OpenAI Chat</h4><p class=\"note-s\">JSON or SSE</p><div class=\"card-result-process\" data-all-results><h5>Alle voltooide resultaten bewaren</h5><p class=\"note-s\">Bewaar elk volledig teruggegeven antwoord, bestand en inhoudsonderdeel.</p><p class=\"note-s\">Bewaar elk inhoudsblok, elke toolaanroep-ID, de denksignatuur indien geretourneerd, alle SSE-delta&#39;s en de volledige gebruiksgegevens. Het eerste tekstfragment is niet het volledige resultaat.</p></div><div class=\"card-result-process\" data-unknown-recovery><h5>Als het oorspronkelijke antwoord moet worden gecontroleerd</h5><p class=\"note-s\">Bewaar de oorspronkelijke X-Client-Request-ID, respons en headers. Een onbekende uitkomst of result_pending_check geeft geen toestemming voor een tweede aanmaakverzoek.</p></div><details class=\"card-about\" data-output-fields><summary>Antwoordvelden</summary><div class=\"tw\" data-card-table=\"output\"><table><thead><tr><th>Veld</th><th>Type</th></tr></thead><tbody><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">choices[]</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>object</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">usage</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>object</td></tr></tbody></table></div></details><details class=\"card-about\" data-method-errors><summary>Fouten en vervolgstappen</summary><div class=\"tw\" data-card-table=\"errors\"><table><thead><tr><th>Antwoord</th><th>Voorwaarde</th><th>Volgende stap</th></tr></thead><tbody><tr><th data-cell-label=\"Antwoord\" scope=\"row\"><span class=\"card-cell-label\">Antwoord</span>400 · <code>invalid_request_error</code></th><td data-cell-label=\"Voorwaarde\"><span class=\"card-cell-label\">Voorwaarde</span>Een verplicht veld, modelselector, type of invoerrepresentatie is ongeldig.</td><td data-cell-label=\"Volgende stap\"><span class=\"card-cell-label\">Volgende stap</span>Bekijk de geretourneerde validatiedetails voordat u een afzonderlijk verzoek voorbereidt.</td></tr><tr><th data-cell-label=\"Antwoord\" scope=\"row\"><span class=\"card-cell-label\">Antwoord</span><code></code></th><td data-cell-label=\"Voorwaarde\"><span class=\"card-cell-label\">Voorwaarde</span>Het oorspronkelijke verzoek of resultaat is onbekend of moet worden gecontroleerd.</td><td data-cell-label=\"Volgende stap\"><span class=\"card-cell-label\">Volgende stap</span>Bewaar de oorspronkelijke identificatoren en headers; lees alleen ondersteunde statusgegevens of bibliotheekrecords. Dien het aanmaakverzoek niet opnieuw in.</td></tr></tbody></table></div></details></section><section class=\"card-section\" data-card-section=\"aliases\"><h3 tabindex=\"-1\">Aliasnamen</h3><h4>Modelaliasnamen</h4><p class=\"note-s\"><span data-model-alias-route=\"Ultra\"><b>Ailoot Ultra</b> <a href=\"#m=Qwen%2FQwen2.5-Coder-7B-Instruct&amp;route=Ultra&amp;caller=Qwen%2FQwen2.5-Coder-7B-Instruct&amp;fmt=chat\"><code>Qwen/Qwen2.5-Coder-7B-Instruct</code></a></span></p><h4>Aliasnamen voor methodepaden</h4><p class=\"note-s\"><code>/chat/completions</code></p><h4>Gerelateerde aanroeper-ID’s</h4><p class=\"note-s\"><a href=\"#m=Qwen%2FQwen2.5-Coder-7B-Instruct&amp;route=Ultra&amp;caller=Qwen%2FQwen2.5-Coder-7B-Instruct&amp;fmt=chat\"><code>Qwen/Qwen2.5-Coder-7B-Instruct</code></a></p></section></div>",
      "method_identity": {
        "effective_request_model_id": "Qwen/Qwen2.5-Coder-7B-Instruct",
        "fmt": "chat",
        "http": "POST",
        "path": "/v1/chat/completions",
        "request_model_id": "Qwen/Qwen2.5-Coder-7B-Instruct",
        "route_label": "Ultra"
      },
      "method_key": "Ultra|chat|/v1/chat/completions|Qwen%2FQwen2.5-Coder-7B-Instruct",
      "ordinal": 0,
      "rawMethod": {
        "available": null,
        "cache_read": 0,
        "cache_write": 0,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "accepted_material_guidance": {
              "content_type": "application/json",
              "example_scope": "The preserved text example is one valid request form, not the full protocol input set.",
              "image_condition": "Image content is carried by this protocol where the exact selected model supports vision. Protocol admission does not establish image capability for every model.",
              "material_types": [
                "text",
                "image"
              ],
              "text_file_material": "Actual UTF-8 text can be inserted in a text content part."
            },
            "all_results": "Retain the complete response and headers, original identifiers, every actual output and all usage/accounting fields. Save each unique owned asset and retain every role pointing to it.",
            "authentication": {
              "header": "Authorization",
              "scheme": "Bearer",
              "value": "$AILOOT_API_KEY"
            },
            "errors": [
              {
                "condition": "Een verplicht veld, modelselector, type of invoerrepresentatie is ongeldig.",
                "http_status": 400,
                "recovery": "Bekijk de geretourneerde validatiedetails voordat u een afzonderlijk verzoek voorbereidt.",
                "type": "invalid_request_error"
              },
              {
                "condition": "Het oorspronkelijke verzoek of resultaat is onbekend of moet worden gecontroleerd.",
                "http_status": null,
                "recovery": "Bewaar de oorspronkelijke identificatoren en headers; lees alleen ondersteunde statusgegevens of bibliotheekrecords. Dien het aanmaakverzoek niet opnieuw in.",
                "type": null
              }
            ],
            "lifecycle": {
              "cancel_endpoint": null,
              "create": {
                "http": "POST",
                "path": "/v1/chat/completions"
              },
              "mode": "synchronous_or_streamed",
              "status": [],
              "unknown": "Bewaar de oorspronkelijke X-Client-Request-ID, respons en headers. Een onbekende uitkomst of result_pending_check geeft geen toestemming voor een tweede aanmaakverzoek.",
              "unknown_no_replay": true
            },
            "material_combinations": [
              {
                "materials": [
                  "text"
                ],
                "mode": "text_input",
                "required": [
                  "messages"
                ]
              },
              {
                "condition": "Image content is carried by this protocol where the exact selected model supports vision. Protocol admission does not establish image capability for every model.",
                "materials": [
                  "text",
                  "image"
                ],
                "mode": "image_with_text",
                "required": [
                  "messages with actual image content blocks"
                ]
              }
            ],
            "model_capability_scope": {
              "all_models_vision_claim": false,
              "manufacturer_description_preserved": "Retain grounded accepted legacy vision descriptions; a plain text example is not a capability ceiling.",
              "model_vision": "conditional_on_exact_model_capability",
              "transport_materials": [
                "text",
                "image"
              ],
              "video_audio_inferred": false
            },
            "outputs": {
              "all_results": "Bewaar elk inhoudsblok, elke toolaanroep-ID, de denksignatuur indien geretourneerd, alle SSE-delta's en de volledige gebruiksgegevens. Het eerste tekstfragment is niet het volledige resultaat.",
              "every_actual_output": true,
              "family": "text",
              "fields": [
                {
                  "name": "choices[]",
                  "type": "object"
                },
                {
                  "name": "usage",
                  "type": "object"
                }
              ],
              "format": "JSON or SSE"
            },
            "parameters": [
              {
                "conditions": "Gebruik exact deze Ailoot-routeringsselector.",
                "default_known": false,
                "enum": [
                  "Qwen/Qwen2.5-Coder-7B-Instruct"
                ],
                "enum_known": true,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "conditions": "",
                "default_known": false,
                "enum_known": false,
                "items": {
                  "properties": {
                    "content": {
                      "oneOf": [
                        {
                          "type": "string"
                        },
                        {
                          "items": {
                            "oneOf": [
                              {
                                "properties": {
                                  "text": {
                                    "type": "string"
                                  },
                                  "type": {
                                    "const": "text"
                                  }
                                },
                                "required": [
                                  "type",
                                  "text"
                                ],
                                "type": "object"
                              },
                              {
                                "properties": {
                                  "image_url": {
                                    "properties": {
                                      "detail": {
                                        "type": "string"
                                      },
                                      "url": {
                                        "type": "string"
                                      }
                                    },
                                    "required": [
                                      "url"
                                    ],
                                    "type": "object"
                                  },
                                  "type": {
                                    "const": "image_url"
                                  }
                                },
                                "required": [
                                  "type",
                                  "image_url"
                                ],
                                "type": "object"
                              }
                            ]
                          },
                          "type": "array"
                        }
                      ]
                    },
                    "role": {
                      "type": "string"
                    }
                  },
                  "required": [
                    "role",
                    "content"
                  ],
                  "type": "object"
                },
                "minItems": 1,
                "name": "messages",
                "required": true,
                "type": "array"
              },
              {
                "conditions": "",
                "default": false,
                "default_known": true,
                "enum_known": false,
                "name": "stream",
                "required": false,
                "type": "boolean"
              }
            ],
            "request_schema": {
              "additionalProperties": true,
              "properties": {
                "messages": {
                  "items": {
                    "properties": {
                      "content": {
                        "oneOf": [
                          {
                            "type": "string"
                          },
                          {
                            "items": {
                              "oneOf": [
                                {
                                  "properties": {
                                    "text": {
                                      "type": "string"
                                    },
                                    "type": {
                                      "const": "text"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "text"
                                  ],
                                  "type": "object"
                                },
                                {
                                  "properties": {
                                    "image_url": {
                                      "properties": {
                                        "detail": {
                                          "type": "string"
                                        },
                                        "url": {
                                          "type": "string"
                                        }
                                      },
                                      "required": [
                                        "url"
                                      ],
                                      "type": "object"
                                    },
                                    "type": {
                                      "const": "image_url"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "image_url"
                                  ],
                                  "type": "object"
                                }
                              ]
                            },
                            "type": "array"
                          }
                        ]
                      },
                      "role": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "role",
                      "content"
                    ],
                    "type": "object"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "model": {
                  "enum": [
                    "Qwen/Qwen2.5-Coder-7B-Instruct"
                  ],
                  "type": "string"
                },
                "stream": {
                  "default": false,
                  "type": "boolean"
                }
              },
              "required": [
                "model",
                "messages"
              ],
              "type": "object"
            },
            "schema_template": {
              "actual_file_preparation_required": false,
              "body": {
                "messages": [
                  {
                    "content": "Explain how a rainbow forms.",
                    "role": "user"
                  }
                ],
                "model": "Qwen/Qwen2.5-Coder-7B-Instruct"
              },
              "content_type": "application/json",
              "example_is_offline_content": true
            },
            "usage": {
              "meter": "Use the accepted method price and actual recorded usage; the request reserve is an estimate. A billing unit does not add an input capability.",
              "preserve": "Keep all returned usage, accounting and request identifiers with every actual output.",
              "settlement": "Retain the original operation; reconcile its result and accounting once."
            }
          },
          "input": {
            "conditions": [
              "Gebruik exact deze Ailoot-routeringsselector.",
              "Dit protocol transporteert afbeeldingsinhoud wanneer het specifiek geselecteerde model beeldherkenning ondersteunt. Toelating door het protocol toont niet aan dat elk model afbeeldingen kan verwerken."
            ],
            "content_type": "application/json",
            "material_types": [
              "text",
              "image"
            ],
            "optional": [
              "stream"
            ],
            "required": [
              "model",
              "messages"
            ]
          },
          "lifecycle": {
            "cancel_endpoint": null,
            "create": {
              "http": "POST",
              "path": "/v1/chat/completions"
            },
            "mode": "synchronous_or_streamed",
            "status": [],
            "unknown": "Keep the original X-Client-Request-ID, response and headers. An unknown or result_pending_check outcome does not authorize a second creation.",
            "unknown_no_replay": true
          },
          "method": {
            "http": "POST",
            "path": "/v1/chat/completions"
          },
          "method_aliases": [
            "/chat/completions"
          ],
          "output": {
            "all_results": "Retain every content block, tool-call ID, thinking signature when returned, all SSE deltas and complete usage. A first text fragment is not the whole result.",
            "every_actual_output": true,
            "family": "text",
            "fields": [
              {
                "name": "choices[]",
                "type": "object"
              },
              {
                "name": "usage",
                "type": "object"
              }
            ],
            "format": "JSON or SSE"
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "examples": [
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\nexport AILOOT_API_KEY\npython3 - <<'PY_REQUEST'\nimport json,os\nfrom pathlib import Path\np=json.loads('{\"model\": \"Qwen/Qwen2.5-Coder-7B-Instruct\", \"messages\": [{\"role\": \"user\", \"content\": \"Explain how a rainbow forms.\"}]}')\n\nPath(\"request.json\").write_text(json.dumps(p,ensure_ascii=False))\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/chat/completions \\\n  -H \"Authorization: Bearer $AILOOT_API_KEY\" -H 'Content-Type: application/json' \\\n  --data-binary @request.json -D response-headers.txt -o result.json\n# Submit once. Retain the complete result, original identifiers and every response header.\n",
            "label": "curl · create once and retain the complete result",
            "language": "bash"
          }
        ],
        "family": "openai",
        "fast_multiplier": 1,
        "flex_multiplier": 1,
        "fmt": "chat",
        "http": "POST",
        "in": 0,
        "input": [
          "text",
          "image"
        ],
        "input_conditions": {
          "image": "Image content is carried by this protocol where the exact selected model supports vision. Protocol admission does not establish image capability for every model."
        },
        "label": "OpenAI Chat",
        "max_out": null,
        "max_reasoning_effort_multiplier": 1,
        "method_aliases": [
          "/chat/completions"
        ],
        "out": 0,
        "output": [
          "text"
        ],
        "path": "/v1/chat/completions",
        "price_conditions": [
          {
            "label": "Fast mode",
            "value": "Standard rate",
            "when": "When fast mode is selected"
          },
          {
            "label": "Flex mode",
            "value": "Standard rate",
            "when": "When flex mode is selected"
          },
          {
            "label": "Maximum reasoning effort",
            "value": "Standard rate",
            "when": "When maximum reasoning effort uses the default adjustment"
          },
          {
            "label": "Explicit cache pricing",
            "value": "Not enabled",
            "when": "When explicit cache is requested"
          },
          {
            "label": "Nultarieven voor uitsluitend tekst",
            "value": "Voor cache, tools en media gelden de afzonderlijk vermelde prijsvoorwaarden.",
            "when": "Voor invoer en uitvoer met uitsluitend tekst"
          }
        ],
        "pricing": {
          "billing_mode": "token",
          "image_input_price": null,
          "image_output_price": null,
          "per_request_price": null
        },
        "pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "request_model_id": "Qwen/Qwen2.5-Coder-7B-Instruct",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [],
        "units": [
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "input_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "output_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "out",
            "unit": "output_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "cached_input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "cached_input_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_price",
            "label": "Cache write",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "generic_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "generic_cache_creation_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_1h_price",
            "label": "Cache write, 1 hour",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "one_hour_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "one_hour_cache_creation_token"
          }
        ]
      }
    }
  ],
  "model_id": "Qwen/Qwen2.5-Coder-7B-Instruct",
  "nativeProvenance": {
    "input_facts_canonical_sha256": "0ccb7356aa3889338d28308f1ccb40b1b1a778af342eacdf75be198f1889e6eb",
    "input_html_sha256": "5579c953885ece72c63a6ee15063052b910960bc66e725fcf0f232f9ee6867de",
    "private_audit_sha256": "7db432c55811a5ba1642eaf59c598ec98922ea904e385c23d12009503cfa783d",
    "role": "historical-normalized-input-audit-hashes",
    "schema": "ailoot-native-model-provenance-v2"
  },
  "page": {
    "canonical": "https://ailoot.ai/models/nl/qwen-qwen2-5-coder-7b-instruct/",
    "description": "Qwens instructiegetrainde 7B-programmeermodel voor codegeneratie, uitleg en herstelvoorstellen.",
    "locale": "nl",
    "md_url": "https://ailoot.ai/models/nl/qwen-qwen2-5-coder-7b-instruct/index.md",
    "title": "Qwen/Qwen2.5-Coder-7B-Instruct — Ailoot",
    "url": "https://ailoot.ai/models/nl/qwen-qwen2-5-coder-7b-instruct/"
  },
  "rawModel": {
    "about": "Qwen/Qwen2.5-Coder-7B-Instruct gebruikt het /v1/chat/completions-endpoint van Ailoot met de exacte model-ID en een messages-array. Het verzoekprofiel accepteert tekst, waaronder codefragmenten, specificaties en foutuitvoer. Plaats voor deze tekstuele programmeertaak elke passage in een bericht met een role en content als tekenreeks.\n\nBereid een programmeeropdracht voor rond het gedrag dat je nodig hebt. Neem de taal, relevante typen, aannames over de invoer en het verwachte resultaat op; houd voor een reparatie het falende voorbeeld en de huidige implementatie in hetzelfde gesprek. Vraag om een volledige functie, een voorgestelde wijziging in het aangeleverde fragment of een uitleg van één vertakking. Benoem elke publieke interface die het artefact moet behouden.\n\nGebruik JSON-levering voor een volledige respons of stream voor levering via SSE. Bewaar alle geretourneerde antwoordinhoud en usage-informatie bij het voorgestelde artefact. Voer gegenereerde code uit met representatieve invoer, controleer de interactie met de aangeleverde aanroepers en gebruik een waargenomen fout als basis voor een gerichte vervolgvraag.",
    "alias_of": null,
    "aliases": [],
    "card_routes": [
      {
        "label": "Ultra",
        "rates": [
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "input_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "output_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "out",
            "unit": "output_token"
          }
        ],
        "summary": "De volledige prijsinformatie voor de configuratie vindt u bij de details."
      }
    ],
    "ctx": null,
    "formats": [
      "chat"
    ],
    "id": "Qwen/Qwen2.5-Coder-7B-Instruct",
    "input": [
      "text",
      "image"
    ],
    "kind": "text",
    "max_out": null,
    "methods": [
      {
        "available": null,
        "cache_read": 0,
        "cache_write": 0,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "accepted_material_guidance": {
              "content_type": "application/json",
              "example_scope": "The preserved text example is one valid request form, not the full protocol input set.",
              "image_condition": "Image content is carried by this protocol where the exact selected model supports vision. Protocol admission does not establish image capability for every model.",
              "material_types": [
                "text",
                "image"
              ],
              "text_file_material": "Actual UTF-8 text can be inserted in a text content part."
            },
            "all_results": "Retain the complete response and headers, original identifiers, every actual output and all usage/accounting fields. Save each unique owned asset and retain every role pointing to it.",
            "authentication": {
              "header": "Authorization",
              "scheme": "Bearer",
              "value": "$AILOOT_API_KEY"
            },
            "errors": [
              {
                "condition": "Een verplicht veld, modelselector, type of invoerrepresentatie is ongeldig.",
                "http_status": 400,
                "recovery": "Bekijk de geretourneerde validatiedetails voordat u een afzonderlijk verzoek voorbereidt.",
                "type": "invalid_request_error"
              },
              {
                "condition": "Het oorspronkelijke verzoek of resultaat is onbekend of moet worden gecontroleerd.",
                "http_status": null,
                "recovery": "Bewaar de oorspronkelijke identificatoren en headers; lees alleen ondersteunde statusgegevens of bibliotheekrecords. Dien het aanmaakverzoek niet opnieuw in.",
                "type": null
              }
            ],
            "lifecycle": {
              "cancel_endpoint": null,
              "create": {
                "http": "POST",
                "path": "/v1/chat/completions"
              },
              "mode": "synchronous_or_streamed",
              "status": [],
              "unknown": "Bewaar de oorspronkelijke X-Client-Request-ID, respons en headers. Een onbekende uitkomst of result_pending_check geeft geen toestemming voor een tweede aanmaakverzoek.",
              "unknown_no_replay": true
            },
            "material_combinations": [
              {
                "materials": [
                  "text"
                ],
                "mode": "text_input",
                "required": [
                  "messages"
                ]
              },
              {
                "condition": "Image content is carried by this protocol where the exact selected model supports vision. Protocol admission does not establish image capability for every model.",
                "materials": [
                  "text",
                  "image"
                ],
                "mode": "image_with_text",
                "required": [
                  "messages with actual image content blocks"
                ]
              }
            ],
            "model_capability_scope": {
              "all_models_vision_claim": false,
              "manufacturer_description_preserved": "Retain grounded accepted legacy vision descriptions; a plain text example is not a capability ceiling.",
              "model_vision": "conditional_on_exact_model_capability",
              "transport_materials": [
                "text",
                "image"
              ],
              "video_audio_inferred": false
            },
            "outputs": {
              "all_results": "Bewaar elk inhoudsblok, elke toolaanroep-ID, de denksignatuur indien geretourneerd, alle SSE-delta's en de volledige gebruiksgegevens. Het eerste tekstfragment is niet het volledige resultaat.",
              "every_actual_output": true,
              "family": "text",
              "fields": [
                {
                  "name": "choices[]",
                  "type": "object"
                },
                {
                  "name": "usage",
                  "type": "object"
                }
              ],
              "format": "JSON or SSE"
            },
            "parameters": [
              {
                "conditions": "Gebruik exact deze Ailoot-routeringsselector.",
                "default_known": false,
                "enum": [
                  "Qwen/Qwen2.5-Coder-7B-Instruct"
                ],
                "enum_known": true,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "conditions": "",
                "default_known": false,
                "enum_known": false,
                "items": {
                  "properties": {
                    "content": {
                      "oneOf": [
                        {
                          "type": "string"
                        },
                        {
                          "items": {
                            "oneOf": [
                              {
                                "properties": {
                                  "text": {
                                    "type": "string"
                                  },
                                  "type": {
                                    "const": "text"
                                  }
                                },
                                "required": [
                                  "type",
                                  "text"
                                ],
                                "type": "object"
                              },
                              {
                                "properties": {
                                  "image_url": {
                                    "properties": {
                                      "detail": {
                                        "type": "string"
                                      },
                                      "url": {
                                        "type": "string"
                                      }
                                    },
                                    "required": [
                                      "url"
                                    ],
                                    "type": "object"
                                  },
                                  "type": {
                                    "const": "image_url"
                                  }
                                },
                                "required": [
                                  "type",
                                  "image_url"
                                ],
                                "type": "object"
                              }
                            ]
                          },
                          "type": "array"
                        }
                      ]
                    },
                    "role": {
                      "type": "string"
                    }
                  },
                  "required": [
                    "role",
                    "content"
                  ],
                  "type": "object"
                },
                "minItems": 1,
                "name": "messages",
                "required": true,
                "type": "array"
              },
              {
                "conditions": "",
                "default": false,
                "default_known": true,
                "enum_known": false,
                "name": "stream",
                "required": false,
                "type": "boolean"
              }
            ],
            "request_schema": {
              "additionalProperties": true,
              "properties": {
                "messages": {
                  "items": {
                    "properties": {
                      "content": {
                        "oneOf": [
                          {
                            "type": "string"
                          },
                          {
                            "items": {
                              "oneOf": [
                                {
                                  "properties": {
                                    "text": {
                                      "type": "string"
                                    },
                                    "type": {
                                      "const": "text"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "text"
                                  ],
                                  "type": "object"
                                },
                                {
                                  "properties": {
                                    "image_url": {
                                      "properties": {
                                        "detail": {
                                          "type": "string"
                                        },
                                        "url": {
                                          "type": "string"
                                        }
                                      },
                                      "required": [
                                        "url"
                                      ],
                                      "type": "object"
                                    },
                                    "type": {
                                      "const": "image_url"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "image_url"
                                  ],
                                  "type": "object"
                                }
                              ]
                            },
                            "type": "array"
                          }
                        ]
                      },
                      "role": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "role",
                      "content"
                    ],
                    "type": "object"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "model": {
                  "enum": [
                    "Qwen/Qwen2.5-Coder-7B-Instruct"
                  ],
                  "type": "string"
                },
                "stream": {
                  "default": false,
                  "type": "boolean"
                }
              },
              "required": [
                "model",
                "messages"
              ],
              "type": "object"
            },
            "schema_template": {
              "actual_file_preparation_required": false,
              "body": {
                "messages": [
                  {
                    "content": "Explain how a rainbow forms.",
                    "role": "user"
                  }
                ],
                "model": "Qwen/Qwen2.5-Coder-7B-Instruct"
              },
              "content_type": "application/json",
              "example_is_offline_content": true
            },
            "usage": {
              "meter": "Use the accepted method price and actual recorded usage; the request reserve is an estimate. A billing unit does not add an input capability.",
              "preserve": "Keep all returned usage, accounting and request identifiers with every actual output.",
              "settlement": "Retain the original operation; reconcile its result and accounting once."
            }
          },
          "input": {
            "conditions": [
              "Gebruik exact deze Ailoot-routeringsselector.",
              "Dit protocol transporteert afbeeldingsinhoud wanneer het specifiek geselecteerde model beeldherkenning ondersteunt. Toelating door het protocol toont niet aan dat elk model afbeeldingen kan verwerken."
            ],
            "content_type": "application/json",
            "material_types": [
              "text",
              "image"
            ],
            "optional": [
              "stream"
            ],
            "required": [
              "model",
              "messages"
            ]
          },
          "lifecycle": {
            "cancel_endpoint": null,
            "create": {
              "http": "POST",
              "path": "/v1/chat/completions"
            },
            "mode": "synchronous_or_streamed",
            "status": [],
            "unknown": "Keep the original X-Client-Request-ID, response and headers. An unknown or result_pending_check outcome does not authorize a second creation.",
            "unknown_no_replay": true
          },
          "method": {
            "http": "POST",
            "path": "/v1/chat/completions"
          },
          "method_aliases": [
            "/chat/completions"
          ],
          "output": {
            "all_results": "Retain every content block, tool-call ID, thinking signature when returned, all SSE deltas and complete usage. A first text fragment is not the whole result.",
            "every_actual_output": true,
            "family": "text",
            "fields": [
              {
                "name": "choices[]",
                "type": "object"
              },
              {
                "name": "usage",
                "type": "object"
              }
            ],
            "format": "JSON or SSE"
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "examples": [
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\nexport AILOOT_API_KEY\npython3 - <<'PY_REQUEST'\nimport json,os\nfrom pathlib import Path\np=json.loads('{\"model\": \"Qwen/Qwen2.5-Coder-7B-Instruct\", \"messages\": [{\"role\": \"user\", \"content\": \"Explain how a rainbow forms.\"}]}')\n\nPath(\"request.json\").write_text(json.dumps(p,ensure_ascii=False))\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/chat/completions \\\n  -H \"Authorization: Bearer $AILOOT_API_KEY\" -H 'Content-Type: application/json' \\\n  --data-binary @request.json -D response-headers.txt -o result.json\n# Submit once. Retain the complete result, original identifiers and every response header.\n",
            "label": "curl · create once and retain the complete result",
            "language": "bash"
          }
        ],
        "family": "openai",
        "fast_multiplier": 1,
        "flex_multiplier": 1,
        "fmt": "chat",
        "http": "POST",
        "in": 0,
        "input": [
          "text",
          "image"
        ],
        "input_conditions": {
          "image": "Image content is carried by this protocol where the exact selected model supports vision. Protocol admission does not establish image capability for every model."
        },
        "label": "OpenAI Chat",
        "max_out": null,
        "max_reasoning_effort_multiplier": 1,
        "method_aliases": [
          "/chat/completions"
        ],
        "out": 0,
        "output": [
          "text"
        ],
        "path": "/v1/chat/completions",
        "price_conditions": [
          {
            "label": "Fast mode",
            "value": "Standard rate",
            "when": "When fast mode is selected"
          },
          {
            "label": "Flex mode",
            "value": "Standard rate",
            "when": "When flex mode is selected"
          },
          {
            "label": "Maximum reasoning effort",
            "value": "Standard rate",
            "when": "When maximum reasoning effort uses the default adjustment"
          },
          {
            "label": "Explicit cache pricing",
            "value": "Not enabled",
            "when": "When explicit cache is requested"
          },
          {
            "label": "Nultarieven voor uitsluitend tekst",
            "value": "Voor cache, tools en media gelden de afzonderlijk vermelde prijsvoorwaarden.",
            "when": "Voor invoer en uitvoer met uitsluitend tekst"
          }
        ],
        "pricing": {
          "billing_mode": "token",
          "image_input_price": null,
          "image_output_price": null,
          "per_request_price": null
        },
        "pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "request_model_id": "Qwen/Qwen2.5-Coder-7B-Instruct",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [],
        "units": [
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "input_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "output_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "out",
            "unit": "output_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "cached_input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "cached_input_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_price",
            "label": "Cache write",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "generic_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "generic_cache_creation_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_1h_price",
            "label": "Cache write, 1 hour",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "one_hour_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "one_hour_cache_creation_token"
          }
        ]
      }
    ],
    "model_aliases": [
      {
        "canonical_model_id": "Qwen/Qwen2.5-Coder-7B-Instruct",
        "request_model_id": "Qwen/Qwen2.5-Coder-7B-Instruct",
        "route_label": "Ultra"
      }
    ],
    "name": "Qwen/Qwen2.5-Coder-7B-Instruct",
    "price": {
      "in": 0,
      "in_label": null,
      "out": 0,
      "out_label": null,
      "scope_label": "Token rates",
      "sort_in": 0,
      "sort_out": 0,
      "varies": false
    },
    "short": "Geef Qwen/Qwen2.5-Coder-7B-Instruct een tekstuele programmeerbriefing via de chat-API van Ailoot. Voeg de broncode, verwachte interface en voorbeelden toe voor een voorgestelde implementatie of reparatie.",
    "title": "Qwen/Qwen2.5-Coder-7B-Instruct"
  },
  "renderer_schema": {
    "method_order": "Original DTO methods order; every exact route/format/path/caller survives.",
    "prices": "Original public DTO fields and original native display HTML; no flattened or normalized offers."
  },
  "representation": "exact-public-dto-and-native-renderer-html",
  "representationNotes": {
    "current_reference": {
      "about_json_pointer": "/aboutHtml",
      "methods": [
        {
          "contract_json_pointer": "/methods/0/rawMethod/contract",
          "html_json_pointer": "/methods/0/html",
          "method_ordinal": 0
        }
      ],
      "role": "current-semantic-reference"
    },
    "raw_input": {
      "examples_role": "historical-input-not-current-ready-examples",
      "json_pointers": [
        "/rawModel",
        "/methods/0/rawMethod"
      ],
      "role": "historical-owner-input"
    },
    "schema": "ailoot-native-model-representations-v1"
  },
  "schema": "ailoot-static-model-facts-v1",
  "schema_version": 1,
  "shortText": "Qwens instructiegetrainde 7B-programmeermodel voor codegeneratie, uitleg en herstelvoorstellen.",
  "source": {
    "audit_sha256": "2e00086bcbfc28e64d0cebe97aa47c17d8d5618963027f8ffb9dc6123d7d25b1",
    "bridge_map_sha256": "1125275768b9636fc8461bc7da5061239a81ddfe508e2557843ca42c58ab0036",
    "raw_model_json_sha256": "1661a1dee1bdabc89db71785011532663433dcaefad972b5d0aa573549eaadce",
    "renderer_sha256": "be7649af06bb0ae446191041c6cfb8a9b83a53896c8c6e9173e76a39d513e829"
  },
  "sourceRevision": "affb94fdfcdc74d33207fd4820690aacdecc736b70f43c2f864a9a1999d75dee"
}