---
license: mit
base_model:
- unsloth/Qwen2.5-7B-Instruct
language:
- en
---
# Chatbot IELTS Assistant

## Model Description
Chatbot IELTS Assistant is a conversational model designed to support learners in practicing English for the IELTS exam. It provides interactive speaking practice, writing guidance, and explanations in both English and Vietnamese when necessary. The goal of this model is to help learners improve fluency, vocabulary, and coherence in IELTS-style tasks.

- **Author**: [Zkare](https://huggingface.co/Zkare)  
- **Languages**: English (primary), Vietnamese (support explanations)  
- **License**: MIT 

## Intended Uses
- Practice IELTS Speaking with simulated examiner-style questions.  
- Receive feedback and suggestions for Writing Task 1 and Task 2.  
- Get vocabulary, grammar, and structural recommendations for academic English.  
- Support bilingual learners with English explanations and optional Vietnamese assistance.  

## Limitations
- The model does not replace an official IELTS instructor or examiner.  
- Feedback on writing and speaking should be taken as guidance only, not an official band score.  
- Some responses may contain inaccuracies in advanced grammar or idiomatic usage.  

## Training Data
The model is trained and fine-tuned on publicly available resources, including:  
- IELTS sample answers from open sources.  
- Conversational English datasets for academic and casual contexts.  
- Speaking and writing practice materials curated for language learning.  

## How to Use
```python
from transformers import pipeline

chatbot = pipeline("text-generation", model="hf.co/Zkare/Chatbot_Ielts_Assistant:Q4_K_M") # You can change :Q4_K_M to :F16 for better one

prompt = "Can you ask me a Part 2 IELTS Speaking question?"
response = chatbot(prompt, max_length=256, do_sample=True, top_p=0.9, temperature=0.7)

print(response[0]["generated_text"])