qwen3-1.7B-ko-summary-finetuned

A fine-tuned Qwen3-1.7B model specialized for abstractive summarization of Korean documents, particularly academic papers. This model was trained on high-quality Korean paper summarization data to generate concise, coherent abstracts from long-form Korean texts.

Model Description

  • Architecture: Qwen3-1.7B
  • Fine-tuning Task: Abstractive summarization
  • Training Data: Korean academic paper summaries (e.g., KoreaScience dataset)

Intended Use

  • Summarizing long Korean documentsโ€”especially research papersโ€”into clear, concise overviews.
  • Integrating into research tools, educational platforms, or automated document-processing pipelines.

Limitations & Risks

  • May produce inaccuracies or hallucinated content.
  • Not intended for generating verbatim legal/medical texts or for extractive quotation.
  • Users should verify critical facts against original sources.

Installation

pip install transformers safetensors

Usage

from transformers import AutoTokenizer, AutoModelForSeq2SeqLM

tokenizer = AutoTokenizer.from_pretrained("your-username/qwen3-1.7B-ko-summary-finetuned")
model = AutoModelForSeq2SeqLM.from_pretrained("your-username/qwen3-1.7B-ko-summary-finetuned")

text = "์—ฌ๊ธฐ์— ๊ธด ํ•œ๊ตญ์–ด ๋…ผ๋ฌธ ํ…์ŠคํŠธ๋ฅผ ์ž…๋ ฅํ•˜์„ธ์š”..."
inputs = tokenizer(text, return_tensors="pt", truncation=True, padding="longest")
summary_ids = model.generate(
    **inputs,
    max_length=150,
    num_beams=4,
    early_stopping=True
)
summary = tokenizer.decode(summary_ids[0], skip_special_tokens=True)
print(summary)

Files in This Repository

.
โ”œโ”€โ”€ config.json
โ”œโ”€โ”€ generation_config.json
โ”œโ”€โ”€ model.safetensors
โ”œโ”€โ”€ model.safetensors.index.json
โ”œโ”€โ”€ tokenizer.json
โ”œโ”€โ”€ tokenizer_config.json
โ”œโ”€โ”€ special_tokens_map.json
โ”œโ”€โ”€ vocab.json
โ”œโ”€โ”€ merges.txt
โ””โ”€โ”€ added_tokens.json
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