Token Classification
Transformers.js
ONNX
English
bert
slot-filling
ner
quantized
Eval Results (legacy)
Instructions to use jottypro/notes-slots with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers.js
How to use jottypro/notes-slots with Transformers.js:
// npm i @huggingface/transformers import { pipeline } from '@huggingface/transformers'; // Allocate pipeline const pipe = await pipeline('token-classification', 'jottypro/notes-slots');
| { | |
| "focus_texts": [ | |
| "remind me to send the invoice to Yusuf tomorrow morning", | |
| "book dentist appointment next Tuesday at 11", | |
| "someday review ideas with @marta_notes" | |
| ], | |
| "n_cases": 3, | |
| "n_failed": 0, | |
| "n_passed": 3, | |
| "results": [ | |
| { | |
| "missing_entities": [], | |
| "passed": true, | |
| "predicted_entities": [ | |
| { | |
| "group": "PARTICIPANT", | |
| "text": "yusuf" | |
| }, | |
| { | |
| "group": "DATETIME", | |
| "text": "tomorrow morning" | |
| } | |
| ], | |
| "required_entities": [ | |
| { | |
| "group": "PARTICIPANT", | |
| "text": "Yusuf" | |
| }, | |
| { | |
| "group": "DATETIME", | |
| "text": "tomorrow morning" | |
| } | |
| ], | |
| "text": "remind me to send the invoice to Yusuf tomorrow morning" | |
| }, | |
| { | |
| "missing_entities": [], | |
| "passed": true, | |
| "predicted_entities": [ | |
| { | |
| "group": "DATETIME", | |
| "text": "next tuesday at 11" | |
| } | |
| ], | |
| "required_entities": [ | |
| { | |
| "group": "DATETIME", | |
| "text": "next Tuesday at 11" | |
| } | |
| ], | |
| "text": "book dentist appointment next Tuesday at 11" | |
| }, | |
| { | |
| "missing_entities": [], | |
| "passed": true, | |
| "predicted_entities": [ | |
| { | |
| "group": "PRIORITY", | |
| "text": "someday" | |
| }, | |
| { | |
| "group": "PARTICIPANT", | |
| "text": "@marta_notes" | |
| } | |
| ], | |
| "required_entities": [ | |
| { | |
| "group": "PRIORITY", | |
| "text": "someday" | |
| }, | |
| { | |
| "group": "PARTICIPANT", | |
| "text": "@marta_notes" | |
| } | |
| ], | |
| "text": "someday review ideas with @marta_notes" | |
| } | |
| ] | |
| } | |