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
| { | |
| "$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" | |
| ], | |
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| "type": "array", | |
| "items": { | |
| "type": "string" | |
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| }, | |
| "completed_steps": { | |
| "type": "array", | |
| "items": { | |
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| } | |
| }, | |
| "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", | |
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| "parameters" | |
| ], | |
| "properties": { | |
| "name": { | |
| "type": "string" | |
| }, | |
| "description": { | |
| "type": "string" | |
| }, | |
| "parameters": { | |
| "type": "object" | |
| } | |
| }, | |
| "additionalProperties": true | |
| } | |
| }, | |
| "candidate_call": { | |
| "oneOf": [ | |
| { | |
| "type": "object", | |
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| "name", | |
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| ], | |
| "properties": { | |
| "name": { | |
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| }, | |
| "arguments": { | |
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| "additionalProperties": true | |
| }, | |
| { | |
| "type": "array" | |
| }, | |
| { | |
| "type": "object" | |
| } | |
| ] | |
| } | |
| }, | |
| "additionalProperties": false | |
| } |