HauhauCS/Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive
Yes. Umbra lists this public Hugging Face GGUF in its hosted API catalog. When an eligible attested provider is online, call it through the OpenAI- or Anthropic-compatible API using the exact model ID below.
hf-hauhaucs-qwen3.6-35b-a3b-uncensored-hauhaucs-aggressive-qwen3-6-35b-a3b-uncensored-hauhaucs-aggressive-q4-k-mhttps://api.tryumbra.dev/v1These fields form the complete pinned artifact descriptor providers are approved to serve.
f12a584fecbeb5f20001130d8ecd66c9327ae685bbef58c37ce88820be9d98b6437f1cf4bac890c947bd55fc7b68e22098574231The API key is the only secret. Never place a real key in a model card, browser page, or repository.
from openai import OpenAI
client = OpenAI(
base_url="https://api.tryumbra.dev/v1",
api_key="umbra-...",
)
response = client.chat.completions.create(
model="hf-hauhaucs-qwen3.6-35b-a3b-uncensored-hauhaucs-aggressive-qwen3-6-35b-a3b-uncensored-hauhaucs-aggressive-q4-k-m",
messages=[{"role": "user", "content": "Hello"}],
)
print(response.choices[0].message.content)import OpenAI from "openai";
const client = new OpenAI({
baseURL: "https://api.tryumbra.dev/v1",
apiKey: "umbra-...",
});
const response = await client.chat.completions.create({
model: "hf-hauhaucs-qwen3.6-35b-a3b-uncensored-hauhaucs-aggressive-qwen3-6-35b-a3b-uncensored-hauhaucs-aggressive-q4-k-m",
messages: [{ role: "user", content: "Hello" }],
});
console.log(response.choices[0].message.content);from anthropic import Anthropic
client = Anthropic(
base_url="https://api.tryumbra.dev",
api_key="umbra-...",
default_headers={"anthropic-version": "2023-06-01"},
)
message = client.messages.create(
model="hf-hauhaucs-qwen3.6-35b-a3b-uncensored-hauhaucs-aggressive-qwen3-6-35b-a3b-uncensored-hauhaucs-aggressive-q4-k-m",
max_tokens=512,
messages=[{"role": "user", "content": "Hello"}],
)
print(message.content[0].text)If you maintain the repository, this short block gives users an honest hosted-API link. Keep it only while the catalog page remains accurate.
## Hosted API
This GGUF is available through [Umbra](https://tryumbra.dev/models/hf-hauhaucs-qwen3.6-35b-a3b-uncensored-hauhaucs-aggressive-qwen3-6-35b-a3b-uncensored-hauhaucs-aggressive-q4-k-m/), an OpenAI- and Anthropic-compatible API for public Hugging Face models served from attested Apple Silicon.
- Model ID: `hf-hauhaucs-qwen3.6-35b-a3b-uncensored-hauhaucs-aggressive-qwen3-6-35b-a3b-uncensored-hauhaucs-aggressive-q4-k-m`
- API details and live availability: https://tryumbra.dev/models/hf-hauhaucs-qwen3.6-35b-a3b-uncensored-hauhaucs-aggressive-qwen3-6-35b-a3b-uncensored-hauhaucs-aggressive-q4-k-m/Yes. Umbra lists this public Hugging Face GGUF under the model ID hf-hauhaucs-qwen3.6-35b-a3b-uncensored-hauhaucs-aggressive-qwen3-6-35b-a3b-uncensored-hauhaucs-aggressive-q4-k-m. Calls are accepted while an eligible attested provider is online.
Yes. Use https://api.tryumbra.dev/v1 as the OpenAI base URL. Umbra also exposes an Anthropic-compatible messages endpoint.
The catalog pins HauhauCS/Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive · f12a584fecbeb5f20001130d8ecd66c9327ae685 · Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive-Q4_K_M.gguf with GGUF SHA-256 bbef58c37ce88820be9d98b6437f1cf4bac890c947bd55fc7b68e22098574231.
No. Prompts and outputs are decrypted in process, held in memory for the request, and never logged or persisted.
The current catalog memory floor is 23 GB of unified memory.