transformers gguf scientometrics citation_analysis citation_intent_classification zero-shot-classification en dataset:allenai/scicite arxiv:2502.14561 base_model:Qwen/Qwen2.5-14B-Instruct base_model:quantized:Qwen/Qwen2.5-14B-Instruct license:apache-2.0 endpoints_compatible region:us conversational
---
base_model:
- Qwen/Qwen2.5-14B-Instruct
datasets:
- allenai/scicite
language:
- en
library_name: transformers
license: apache-2.0
metrics:
- f1
pipeline_tag: zero-shot-classification
tags:
- scientometrics
- citation_analysis
- citation_intent_classification
---

## Llamacpp imatrix Quantizations of Qwen2.5-14B-CIC-SciCite

Using <a href="https://github.com/ggerganov/llama.cpp/">llama.cpp</a> for quantization.

Original model: https://huggingface.co/sknow-lab/Qwen2.5-14B-CIC-SciCite

## Prompt format

```
<|im_start|>system
{system_prompt}<|im_end|>
<|im_start|>user
{prompt}<|im_end|>
<|im_start|>assistant
```


# Citation

```
@misc{koloveas2025llmspredictcitationintent,
      title={Can LLMs Predict Citation Intent? An Experimental Analysis of In-context Learning and Fine-tuning on Open LLMs}, 
      author={Paris Koloveas and Serafeim Chatzopoulos and Thanasis Vergoulis and Christos Tryfonopoulos},
      year={2025},
      eprint={2502.14561},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2502.14561}, 
}
```