Text Classification
Transformers
ONNX
Safetensors
Rust
English
tool-use
function-calling
tool-calling
guardrails
verifier
shadow-mode
Eval Results (legacy)
Instructions to use cowWhySo/toolcall-verifier-classifier-production with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use cowWhySo/toolcall-verifier-classifier-production with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="cowWhySo/toolcall-verifier-classifier-production")# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("cowWhySo/toolcall-verifier-classifier-production", dtype="auto") - Notebooks
- Google Colab
- Kaggle
File size: 2,237 Bytes
b6a0949 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 | {
"$id": "toolcall-verifier-input/v1",
"type": "object",
"required": [
"schema_version",
"user_request",
"workflow_state",
"available_tools",
"candidate_call"
],
"properties": {
"schema_version": {
"const": "toolcall-verifier-input/v1"
},
"user_request": {
"type": "string"
},
"workflow_state": {
"type": "object",
"required": [
"required_steps",
"completed_steps",
"pending_steps",
"terminal_tools"
],
"properties": {
"required_steps": {
"type": "array",
"items": {
"type": "string"
}
},
"completed_steps": {
"type": "array",
"items": {
"type": "string"
}
},
"pending_steps": {
"type": "array",
"items": {
"type": "string"
}
},
"terminal_tools": {
"type": "array",
"items": {
"type": "string"
}
},
"recent_errors": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false
},
"available_tools": {
"type": "array",
"items": {
"type": "object",
"required": [
"name",
"description",
"parameters"
],
"properties": {
"name": {
"type": "string"
},
"description": {
"type": "string"
},
"parameters": {
"type": "object"
}
},
"additionalProperties": true
}
},
"candidate_call": {
"oneOf": [
{
"type": "object",
"required": [
"name",
"arguments"
],
"properties": {
"name": {
"type": "string"
},
"arguments": {
"type": "object"
}
},
"additionalProperties": true
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"additionalProperties": false
} |