Qwen/Qwen2.5-7B-Instruct
Qwen’s instruction-tuned 7B edition for multilingual text, structured extraction and conversational replies.
About the model
This description covers the model’s capabilities. Available in Ailoot inputs, outputs and options are listed for the selected method below.
Qwen/Qwen2.5-7B-Instruct is the instruction-tuned 7B Qwen2.5 edition. Its official model card emphasizes multilingual instruction following, structured-data understanding and structured text generation. A useful application is converting a multilingual product description into named fields for an internal catalogue, with a separate field for information absent from the source.
Ailoot’s Chat Completions route lists text and image inputs and text output, with model, messages and optional stream. Its compact request contract does not expose response_format or a context/output limit for this entry. Requesting JSON in the prompt is therefore a desired text shape, rather than a schema-enforced response guarantee. Choose the separate Coder edition when a code-focused model is the intended selection.
Ailoot Ultra · OpenAI Chat POST /v1/chat/completions Qwen/Qwen2.5-7B-Instruct
Qwen/Qwen2.5-7B-InstructOverview
Qwen’s instruction-tuned 7B edition for multilingual text, structured extraction and conversational replies.
- Accepted inputs
- Text · Images
- Results
- Text
Available in Ailoot · inputs & methods
Ailoot Ultra · OpenAI Chat POST /v1/chat/completions
- Input types
text,image- Output types
text- Output format
- JSON or SSE
| Field | Type | Requirement | Values & limits | Default |
|---|---|---|---|---|
Fieldmodel | Typestring | RequirementRequired | Values & limits Qwen/Qwen2.5-7B-Instruct Conditions: Use this exact Ailoot routing selector. | Default— |
Fieldmessages | Typearray | RequirementRequired | Values & limits Conditions: | Default— |
Fieldstream | Typeboolean | RequirementOptional | Values & limits Conditions: | Defaultfalse |
Input material combinations
text_input · Required: messages
image_with_text · Required: messages with actual image content blocks
Method parameters and lifecycle
| Parameter | Contract |
|---|---|
Parametercontent_type | Contractapplication/json |
Parameterrequired | Contractmodel, messages |
Parameteroptional | Contractstream |
Parametermaterial_types | Contracttext, image |
Parameterconditions | ContractUse this exact Ailoot routing selector., Image content is carried by this protocol where the exact selected model supports vision. Protocol admission does not establish image capability for every model. |
Method aliases: /chat/completions
Lifecycle: synchronous_or_streamed
Pricing
Tariff references do not add request options. Supported parameters are listed for the selected method.
- Fast mode
- Standard rate When fast mode is selected
- Flex mode
- Standard rate When flex mode is selected
- Maximum reasoning effort
- Standard rate When maximum reasoning effort uses the default adjustment
- Explicit cache pricing
- Not enabled When explicit cache is requested
- Text-only zero rates
- Cache, tools and media follow their separately listed pricing conditions. For text-only input and output
Ailoot rates
Prices by configuration
| Configuration | Rate schedule | Charge |
|---|---|---|
| ConfigurationBase token rates | Rate scheduleBase rate | Charge Input · Input tokens $0 / 1K tokens Output · Output tokens $0 / 1K tokens Input · Cache read $0 / 1K tokens Input · Cache write $0 / 1K tokens Input · Cache write, 1 hour — / 1K tokens |
Ailoot reserves an estimated amount before a request. After the result, it settles the final charge from measured usage. Streaming settlement uses the final usage record. How reservation and settlement work →
Example requests
Ailoot Ultra · OpenAI Chat
set -eu
: "${AILOOT_API_KEY:?Set your Ailoot API key}"
export AILOOT_API_KEY
python3 - <<'PY_REQUEST'
import json,os
from pathlib import Path
p=json.loads('{"model": "Qwen/Qwen2.5-7B-Instruct", "messages": [{"role": "user", "content": "Explain how a rainbow forms."}]}')
Path("request.json").write_text(json.dumps(p,ensure_ascii=False))
PY_REQUEST
curl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/chat/completions \
-H "Authorization: Bearer $AILOOT_API_KEY" -H 'Content-Type: application/json' \
--data-binary @request.json -D response-headers.txt -o result.json
# Submit once. Retain the complete result, original identifiers and every response header.
Receive and save results
Ailoot Ultra · OpenAI Chat
JSON or SSE
Keep all completed results
Keep every complete returned response, file and content part.
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.
If the original response needs checking
Keep the original X-Client-Request-ID, response and headers. An unknown or result_pending_check outcome does not authorize a second creation.
Response fields
| Field | Type |
|---|---|
Fieldchoices[] | Typeobject |
Fieldusage | Typeobject |
Errors and next steps
| Response | Condition | Next step |
|---|---|---|
Response400 · invalid_request_error | ConditionA required field, model selector, type or input representation is invalid. | Next stepInspect the returned validation detail before preparing a separate request. |
Response | ConditionThe original request or result is unknown or requires a check. | Next stepKeep original identifiers and headers; read only supported status/library records. Do not submit creation again. |
Aliases
Model aliases
Ailoot Ultra Qwen/Qwen2.5-7B-Instruct
Method path aliases
/chat/completions
Related caller IDs
FAQ · Qwen/Qwen2.5-7B-Instruct
- What inputs and results are available?
POST /v1/chat/completions·Qwen/Qwen2.5-7B-Instruct:text,image→text- Which fields does the request use?
POST /v1/chat/completions·Qwen/Qwen2.5-7B-Instruct:model,messages,stream