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GLiNER2.5-Decide classification path, ONNX fp32/fp16/q4/q4f16
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[
{
"text": "My payouts have failed three times this week and nobody replied to my emails.",
"questions": [
[
"team",
[
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],
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"text": "Hi, I was charged twice for my Pro subscription this month, please fix.",
"questions": [
[
"Which team should handle this?",
[
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"technical support",
"sales"
],
{
"billing team": "charges, refunds, invoices",
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"result": {
"Which team should handle this?": {
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"Is the customer angry?": {
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},
{
"text": "The export button crashes in Safari but works in Chrome. Not blocking, we told users to switch browsers.",
"questions": [
[
"How severe is this bug?",
[
"cosmetic",
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"blocking"
],
null
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"Is the bug browser-specific?",
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"result": {
"How severe is this bug?": {
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{
"text": "URGENT: production database is down, all customers affected, CEO is asking for updates every 5 minutes",
"questions": [
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"result": {
"priority": {
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"confidence": 0.682292103767395
},
"Is this a security incident?": {
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}
}
},
{
"text": "Thanks so much for the quick fix yesterday, everything works great now!",
"questions": [
[
"sentiment",
[
"negative",
"neutral",
"positive"
],
null
],
[
"Does the customer need a reply?",
[
"no",
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null
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"result": {
"sentiment": {
"label": "positive",
"confidence": 0.9813794493675232
},
"Does the customer need a reply?": {
"label": "no",
"confidence": 0.6610891819000244
}
}
},
{
"text": "Can you send me the invoice for March? Also my login stopped working on the mobile app.",
"questions": [
[
"Which team should handle this?",
[
"billing",
"technical support",
"sales"
],
null
],
[
"How many separate requests are in this message?",
[
"one",
"two",
"three or more"
],
null
]
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"result": {
"Which team should handle this?": {
"label": "billing",
"confidence": 0.4982786774635315
},
"How many separate requests are in this message?": {
"label": "two",
"confidence": 0.40099838376045227
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}
}
]