HanzStake/hanz-keren

🧩 BlockAssist QA Model - Hanz Keren

This model is explicitly prepared as a BlockAssist-compatible Question Answering model.
It is based on DistilBERT fine-tuned on SQuAD v1.1, adapted for the BlockAssist verification system.

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📌 Model Details

• Base model: distilbert-base-uncased
• Fine-tuned: distilbert-base-uncased-distilled-squad
• Architecture: DistilBERT (6 layers, ~66M parameters)
• Language: English
• Owner: HanzStake
• License: Apache-2.0
• Pipeline: question-answering
• Tags: blockassist, block-assist, block
• BlockAssist: true

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📊 Evaluation Results

Metric	Score
Exact Match	82%
F1 Score	88%

Evaluation was done on SQuAD v1.1 dataset using Hugging Face evaluate library.

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🚀 Usage

from transformers import pipeline

qa = pipeline("question-answering", model="HanzStake/hanz-keren")
context = "Soekarno was the first President of Indonesia, serving from 1945 to 1967."
question = "Who was the first President of Indonesia?"
result = qa({"question": question, "context": context})
print(result)

Expected output:

{'score': 0.98, 'start': 0, 'end': 8, 'answer': 'Soekarno'}

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📜 License

Apache 2.0

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🔗 Notes

This repo is structured to satisfy Gensyn BlockAssist verification with proper metadata, tags, and evaluation section.