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t5-financial-metrics-extractor
ak837/t5-financial-metrics-extractor
t5-financial-metrics-extractor is a machine learning model from ak837. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
This model extracts financial metrics from natural language queries.
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At a glance
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Jun 16, 2025
- Updated
- Jun 16, 2025
- SHA
- 29a2ccea
Try a prompt
Model card
From the Hugging Face model README
T5 Financial Metrics Extractor
This model extracts financial metrics from natural language queries.
Usage
from transformers import pipeline
pipe = pipeline("text2text-generation", model="ak837/t5-financial-metrics-extractor")
# Important: Always prefix with "extract metrics: "
result = pipe("extract metrics: Show me Apple's revenue and gross margin")
print(result[0]['generated_text'])
# Output: ["revenue", "grossMargin"]
Training
This model was fine-tuned on financial queries to extract relevant metrics in JSON array format.
Metrics Supported
The model can extract various financial metrics including:
- Revenue, gross profit, net income
- Margins (gross, operating, net)
- Cash flow metrics
- Balance sheet items
- Financial ratios
- Growth rates
Note
Always use the prefix "extract metrics: " before your query for best results.
- Type
- t5
- License
- apache-2.0
- Languages
- en
- Created
- Jun 16, 2025
- Updated
- Jun 16, 2025