mlpeek (Tanod) zero-shot classification into 1-10 caller labels (NLI, English)
mlpeek (Tanod) zero-shot classification into 1-10 caller labels (NLI, English).
Answeringour last check, 2026-10-10
1 of 1checks answered this week
221 msmedian answer time
$0.001listed price per call
$0.001price it asked us
Paid test badge: not yet. The checks above are free: we call the tool without paying and read the payment request it sends back. The Verified badge needs paid calls whose answers match the promised output, and nobody can buy a badge.
Endpoint
POST https://tanod.dev/v1/classify/zero-shot
| Category | Everything else |
|---|---|
| Provider host | tanod.dev |
| Networks | eip155:137, eip155:8453 |
| Payment schemes | exact |
| Self-reported calls, 30 days | 2 from 2 payers (the provider's figure, not ours) |
Our checks, last 30 days
| Day | Result | HTTP | Asked | Time |
|---|---|---|---|---|
| 2026-10-10 | valid payment request | 402 | $0.001 | 221 ms |
Example input (from the provider)
{
"body": {
"labels": [
"billing",
"technical support",
"sales"
],
"text": "I was charged twice for my subscription this month."
},
"bodyType": "json",
"method": "POST",
"type": "http"
}
Promised output schema (from the provider)
{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"properties": {
"input": {
"additionalProperties": false,
"properties": {
"body": {
"additionalProperties": false,
"properties": {
"hypothesis_template": {
"default": "This example is about {}.",
"description": "Must contain {} exactly once.",
"maxLength": 200,
"minLength": 2,
"type": "string"
},
"labels": {
"description": "1-10 unique candidate labels, each at most 100 characters.",
"items": {
"maxLength": 100,
"minLength": 1,
"type": "string"
},
"maxItems": 10,
"minItems": 1,
"type": "array"
},
"multi_label": {
"default": false,
"description": "Score each label on its own instead of making them compete.",
"type": "boolean"
},
"text": {
"description": "English text, at most 2,000 characters.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
}
},
"required": [
"text",
"labels"
],
"type": "object"
},
"bodyType": {
"enum": [
"json",
"form-data",
"text"
],
"type": "string"
},
"method": {
"enum": [
"POST"
],
"type": "string"
},
"type": {
"const": "http",
"type": "string"
}
},
"required": [
"type",
"method",
"bodyType",
"body"
],
"type": "object"
},
"output": {
"properties": {
"example": {
"properties": {
"hypothesis_template": {
"type": "string"
},
"labels": {
"items": {
"properties": {
"label": {
"type": "string"
},
"score": {
"type": "number"
}
},
"required": [
"label",
"score"
],
"type": "object"
},
"type": "array"
},
"model": {
"properties": {
"alias": {
"type": "string"
},
"id": {
"type": "string"
},
"license": {
"type": "string"
},
"revision": {
"type": "string"
},
"source": {
"type": "string"
}
},
"required": [
"id",
"source",
"license"
],
"type": "object"
},
"multi_label": {
"type": "boolean"
},
"note": {
"type": "string"
},
"truncated": {
"type": "boolean"
},
"usage": {
"type": "object"
}
},
"required": [
"model",
"labels"
],
"type": "object"
},
"type": {
"type": "string"
}
},
"required": [
"type"
],
"type": "object"
}
},
"required": [
"input"
],
"type": "object"
}