smalldocs-spade

23
license:apache-2.0
by
bluecopa
Other
OTHER
New
23 downloads
Early-stage
Try on Hugging FaceAdd to Compare
Edge AI:
Mobile
Laptop
Server
Unknown
Mobile
Laptop
Server
Quick Summary

AI model with specialized capabilities.

Code Examples

Performancepythontransformers
from transformers import AutoTokenizer
from model_v2 import SpadeExtractor  # Custom model class

tokenizer = AutoTokenizer.from_pretrained("bluecopa/smalldocs-spade")
model = SpadeExtractor.from_pretrained("bluecopa/smalldocs-spade")

# Format: query + document
query = "total: Total amount due"
document = "Receipt\nItem: Widget $50\nTotal: $50"

inputs = tokenizer(query, document, return_tensors="pt", max_length=4096, truncation=True)
outputs = model(**inputs)

# Decode prediction
# ... see model_v2.py for decode_with_confidence()

Deploy This Model

Production-ready deployment in minutes

Together.ai

Instant API access to this model

Fastest API

Production-ready inference API. Start free, scale to millions.

Try Free API

Replicate

One-click model deployment

Easiest Setup

Run models in the cloud with simple API. No DevOps required.

Deploy Now

Disclosure: We may earn a commission from these partners. This helps keep LLMYourWay free.