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Qwenour hardware · EEA

Qwen3.8 27B Uncensored (NVFP4)

Qwen3.8 27B Uncensored is Qwen3.8 27B with the refusal direction removed from its weights (abliteration after Arditi et al., published by OrcaRouter under Apache 2.0); vision input, tool calling and the thinking mode are kept. The publisher states it is meant for research into refusal mechanisms, red-teaming and safety evaluation, and that anything shown to end users needs its own moderation layer — the model complies with requests the original declines. We serve it on hardware we operate inside the EEA; prompts and completions are not stored.

model id: qwen38-unc

from openai import OpenAI client = OpenAI(    api_key="hb-...",    base_url="https://api.heabsy.com/v1",) r = client.chat.completions.create(    model="qwen38-unc",    messages=[{"role": "user", "content": "Hello"}],)print(r.choices[0].message.content)
Context
512K tokens
Serving
Our own hardware · EEA
Tool calling
Reasoning
Structured output
Vision
Input
$0.20/ 1M
Cached input
$0.25/ 1M
Output
$1.20/ 1M

Price list, updated 12 September 2026. No minimum spend, no subscription.

About the model

Developer
OrcaRouter
Released
August 2026
Licence
Apache-2.0
Architecture
dense · 27B parameters
Based on
Qwen3.8 27B
Input
text, images
Reasoning
switchable per request
Languages named by the developer
English, Chinese

Source: the developer's model card, as of 17 September 2026.

Which Qwen3.8 27B variant is this?

Qwen3.8 27B is the Qwen team's original model — the one for production work. It is not Qwen3.8-Max, a separate and far larger model that most news about “Qwen 3.8” refers to.

Qwen3.8 27B Uncensored (OrcaRouter) removes the refusal direction from the weights and keeps vision, tool calling and thinking; its publisher measured refusals on harmful prompts falling from 64–99 % to 0–6 % and scores on MMLU, GSM8K and CMMLU staying within about one point. Qwen3.8 27B Obliterated (OBLITERATUS) removes refusals by a different weight edit and reports about two points lost on MMLU. Both are meant for research and red-teaming.

Qwen3.8 27B Queen is tuned for roleplay and fiction; Qwen3.8 27B Fable is a light tune on assistant and coding-agent conversations. Several other “uncensored” builds of the same base exist on Hugging Face — the open-weights field under technical details names the exact repository we serve.

Licence: what it means for your company

Apache-2.0. A permissive open-source licence: you may use, modify and sell products built on the model, including commercially; when you redistribute the weights, the licence and copyright notices go with them.

A summary of the licence, not legal advice.

Technical details

Context window
512K tokens
Max output
32,768 tokens
Throughput limit
32M tok/min
Tokenizer
Qwen
Streaming
yes
Open weights
orcarouter/Qwen3.8-27B-Uncensored
Supported parameters
max_tokens
1 … 32768
temperature
0 … 2
top_p
0 … 1
frequency_penalty
-2 … 2
presence_penalty
-2 … 2
stop
array
seed
integer
Computed in the EEA, never logged

This model runs on GPUs we run inside the European Economic Area. Prompts and completions are not written to our logs or durable storage, nothing is used for training, and request content is processed in the EEA. It is the model behind every measurement on the inference page — 176 tok/s per stream, sub-second first token, 91–97% prefix-cache hit on agentic workloads.

Questions about this model

Where is Qwen3.8 27B Uncensored computed?

Inside the European Economic Area, on hardware we operate. The catalog reports the processing region per model, so you can answer a supervisory authority without asking us.

Does Qwen3.8 27B Uncensored store prompts and completions?

No. This model runs with zero data retention: request content is not written to durable storage and nothing is used for training.

How large is the Qwen3.8 27B Uncensored context window?

512K tokens, with up to 32,768 tokens of output.

What does Qwen3.8 27B Uncensored cost?

$0.20 per million input tokens and $1.20 per million output tokens. No minimum spend and no subscription; the same price list covers the API and the invoice.

Is there a throughput limit on Qwen3.8 27B Uncensored?

Yes, 32M tokens per minute. Higher limits are a question of volume, not of principle.

Which languages does Qwen3.8 27B Uncensored support?

The developer names English, Chinese. Languages not on that list may still work, but they are not claimed — test on your own material first.

Under which licence is Qwen3.8 27B Uncensored released?

Apache-2.0. A permissive open-source licence: you may use, modify and sell products built on the model, including commercially; when you redistribute the weights, the licence and copyright notices go with them.

Can reasoning be switched off in Qwen3.8 27B Uncensored?

Yes. Per the developer, thinking can be switched on or off for each request.

Compare with similar models

ModelDeveloperParametersContextLicenceInput / 1M
Qwen3.8 27B Uncensored (NVFP4)OrcaRouter27B512KApache-2.0$0.20
Qwen3.8 27B (NVFP4)Qwen (Alibaba)27B256KApache-2.0$0.40
Qwen3 32BQwen (Alibaba)32.8B128KApache-2.0$0.12
Qwen3.6 35B A3BQwen (Alibaba)35B / 3B256KApache-2.0$0.15

30 more models behind the same key and the same invoice.

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