von:1.1
2 TagsUpdated 395M params8192 contextEnglishApache-2.0by Victor Hugo Panisa
Von 1.1, ModernBERT-large, 0.447 on typed decisions; 8,192-token context.
395m
ollaya run von:1.1 --preset triage "I was charged twice for my subscription this month and want a refund."curl http://localhost:11435/api/decide \
-H "Content-Type: application/json" \
-d '{
"model": "von:1.1",
"state": "I was charged twice for my subscription this month and want a refund.",
"questions": {
"department": {
"type": "choice",
"instructions": "Which team should handle this?",
"criteria": {
"billing": "Payments, invoices and refunds",
"technical": "Bugs, errors and outages",
"account": "Login, profile and settings"
}
},
"refund": {
"type": "noul",
"instructions": "Is the customer asking for a refund?"
}
}
}'# Already using a TypeSafe SDK? Set TYPESAFE_BASE_URL=http://localhost:11435 instead.
import requests
response = requests.post(
"http://localhost:11435/api/decide",
json={
"model": "von:1.1",
"state": "I was charged twice for my subscription this month and want a refund.",
"questions": {
"department": {
"type": "choice",
"instructions": "Which team should handle this?",
"criteria": {
"billing": "Payments, invoices and refunds",
"technical": "Bugs, errors and outages",
"account": "Login, profile and settings"
}
},
"refund": {
"type": "noul",
"instructions": "Is the customer asking for a refund?"
}
}
},
)
answers = response.json()["answers"]
print(answers["department"]["choice"], answers["refund"]["noul"])const response = await fetch("http://localhost:11435/api/decide", {
method: "POST",
headers: { "Content-Type": "application/json" },
body: JSON.stringify({
model: "von:1.1",
state: "I was charged twice for my subscription this month and want a refund.",
questions: {
department: {
type: "choice",
instructions: "Which team should handle this?",
criteria: {
billing: "Payments, invoices and refunds",
technical: "Bugs, errors and outages",
account: "Login, profile and settings"
}
},
refund: {
type: "noul",
instructions: "Is the customer asking for a refund?"
}
}
}),
});
const { answers } = await response.json();
console.log(answers.department.choice, answers.refund.noul);Details
- grapha3069673cd5f · 3 MB
onnx · ModernBERT-large · 395M · fp32 - weights52202f176080 · 1.6 GB
huggingface.co/wfzyx/von/resolve/d8bb5e0…/option_marker.pt - tokenizer3703d011b3ee · 4 MB
huggingface.co/wfzyx/von/resolve/d8bb5e0…/tokenizer.json - decision95a4acbb809e · 1 KB
{"engine": "onnx", "family": "von", "encoder": "answerdotai/ModernBERT-large", "layout": "von-option-marker-v1", …} - calibrationf9cd7eca34bb · 392 B
{"temperature_map": {"kind": "von-entropy-length-v1", …}} - license990cc8f24eeb · 10 KB
Von by Victor Hugo Panisa (https://huggingface.co/wfzyx/von)
Every layer is checked against its sha256 when it is pulled. Weights and tokenizers download from the model author's Hugging Face repository at a pinned commit; Ollaya never re-hosts them.