AvailableQwen
Qwen2.5-VL API
72B vision-language model. Reads receipts, tables, dashboards and screenshots, then answers about them in text. 32K context.
StreamingStructured OutputVision
- Context
- 33K tokens
- Params
- 72B
- Quant
- fp8
Call it with any OpenAI client
model: Qwen2.5-VLterminal
curl https://api.kalla.website/v1/chat/completions \
-H "Authorization: Bearer $KALLA_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "Qwen2.5-VL",
"messages": [{ "role": "user", "content": "Hello" }],
"stream": true
}'Already using the OpenAI SDK? Change the base URL to https://api.kalla.website/v1 and pass Qwen2.5-VL as the model.
OpenAI-compatible
Same paths, same JSON, same SSE frames as OpenAI — existing SDKs and editors work unchanged.
Streaming by default
Read tokens as they are generated; end the stream with the standard [DONE] sentinel.
Tool calling & JSON
Function calling, structured output and multi-turn tool loops for agentic workflows.
Fair-use limits
Per-key rate limits and monthly caps keep the shared fleet responsive at peak load.
Other models on the same key
Switch per request — no new integration.