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sepzyd/
Qwen2-biomed-nli-EEC

Name: Qwen2-biomed-nli-EEC
Availability: InStock

safetensors

apache-2.0

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Fine-tuned Qwen2 on Biomedical Entailment Classification

This model was fine-tuned from Qwen2-7B-Instruct using LoRA on the NLI4CT dataset (SemEval 2024). It is designed for entailment classification in the biomedical domain.

Base Model

Qwen2-7B-Instruct

Dataset

NLI4CT (Breast Cancer Clinical Trial Reports)

Fine-Tuning Details

LoRA-based lightweight fine-tuning
1,700 training and 200 validation examples
Task: binary entailment (Entailment vs. Contradiction)

Usage

python

from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained("your-username/qwen2-biomed-nli-eec")
tokenizer = AutoTokenizer.from_pretrained("your-username/qwen2-biomed-nli-eec")

sepzyd/Qwen2-biomed-nli-EEC