{"name":"Qwen3.8 Flash 27B","id":"qwen3.8-27b","reviewed":"2026-10-17","url":"https://www.flonno.com/models/qwen3-8-flash-27b","baseUrl":"https://www.flonno.com/v1","provenance":{"reviewed":"2026-10-17","baseModel":"Qwen/Qwen3.8-27B","baseRevision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","artifactRepository":"WarlaxZ/Qwen3.8-27B-NInfer-3090","artifactRevision":"d47f2732d369acaec76dc44228f67c72b081df2f","artifactSha256":"7f2a0086a071ee932c66106e1552d118a85cfec8ddef13c67a54cd64abb39706","artifactBytes":18982458624,"format":"NInfer container v3; mixed Q4/Q5/Q6 weight encoding","quantization":"Importance-matrix calibrated grouped_search quantization; 4-bit embedding, 6-bit output head, and selected 4-bit attention/GDN output and MLP-down projections in layers 36–63. Other tensor formats vary. This is not uniform W4A16.","runtime":"NInfer 0.15.1-rtx3090; DFlash2 with proposal head; rk4v4 KV cache; vision overlay","license":"Apache-2.0","modelCardUrl":"https://huggingface.co/WarlaxZ/Qwen3.8-27B-NInfer-3090/blob/d47f2732d369acaec76dc44228f67c72b081df2f/README.md","baseModelUrl":"https://huggingface.co/Qwen/Qwen3.8-27B/tree/1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","licenseUrl":"https://huggingface.co/WarlaxZ/Qwen3.8-27B-NInfer-3090/blob/d47f2732d369acaec76dc44228f67c72b081df2f/LICENSE"},"pricing":{"currency":"USD","unit":"1,000,000 tokens","input":0.03,"output":0.25},"contextTokens":131072,"maxOutputTokens":32768,"defaultOutputTokens":4096,"description":"An optimized, additionally quantized Qwen derivative served through Flonno's OpenAI-compatible API for text, image understanding, coding and tool workflows.","processing":"Qwen3.8 Flash 27B runs on our own GPU system in Switzerland. API requests go from the Flonno gateway to Flonno's inference runtime; they are not sent to another AI API provider for model inference. The current deployment uses an RTX 3090 and has no automatic external-provider fallback. Hosting infrastructure remains part of the processing chain; authentication and payments use separate service providers described in the privacy notice.","object":"public_model_documentation","capabilities":{"input":["text","image"],"output":["text"],"streaming":true,"tools":true,"jsonMode":true,"imageGeneration":false},"authentication":{"type":"bearer","required":true,"signup":"https://www.flonno.com/sign-up"},"availability":"Documentation snapshot; query authenticated GET /v1/models for API availability.","documentation":{"Service status and capacity":"https://www.flonno.com/status","Reproducible agent API evaluation":"https://www.flonno.com/research/agent-api-evaluation","Model, pricing and FAQ":"https://www.flonno.com/models/qwen3-8-flash-27b","API reference":"https://www.flonno.com/docs","Agent quickstart":"https://www.flonno.com/developers/agents","OpenAPI specification":"https://www.flonno.com/integrations/openapi.json","Provider model feed":"https://www.flonno.com/integrations/openrouter/models","Integrations and SDK examples":"https://www.flonno.com/integrations","OpenAI migration guide":"https://www.flonno.com/migrate","Cost calculator":"https://www.flonno.com/tools/api-cost-calculator","German Qwen API guide":"https://www.flonno.com/de/qwen-api","Privacy and processing":"https://www.flonno.com/privacy","Terms":"https://www.flonno.com/terms"}}