commit b515a1df8f76d5de08c30473efe7f6f0772d1625 Author: ModelHub XC Date: Tue Jun 9 12:06:17 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: Zkare/Chatbot_Ielts_Assistant_v2 Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..27f9106 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,37 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +qwen3_4b_ielts.F16.gguf filter=lfs diff=lfs merge=lfs -text +qwen3_4b_ielts.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..caace29 --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +language: +- en +- vi +pretty_name: Chatbot IELTS Assistant v2 +license: apache-2.0 +tags: +- qwen3 +- chatbot +- conversational +- ielts +- education +- text-generation +base_model: +- Qwen/Qwen3-4B-Instruct-2507 +--- + +# 📘 Chatbot IELTS Assistant v2 + +**Chatbot IELTS Assistant v2** is a fine-tuned conversational language model built on **Qwen3-4B-2507**, designed to assist learners preparing for the **IELTS exam**. +It provides natural dialogue responses and helpful explanations for Speaking, Writing, Reading, Listening, vocabulary, and grammar. + +--- + +## 📌 Model Summary + +| Attribute | Value | +|------------------|-------| +| **Model type** | Conversational LLM | +| **Base model** | Qwen3-4B-2507 | +| **Training** | Fine-tuned for IELTS-related dialogue | +| **Languages** | English, Vietnamese | +| **License** | Apache-2.0 | +| **Intended use** | IELTS learning assistant | + +--- + +## 🎯 Intended Use Cases + +This model is suitable for: + +- IELTS Speaking practice +- IELTS Writing task explanations +- Vocabulary & grammar guidance +- English learning conversation +- General educational Q&A + +**NOT recommended for:** + +- Legal, medical, financial advice +- High-risk decision making +- Producing official IELTS scores + +--- + +## 🚀 How to Use + +### Python (Transformers) + +```python +from transformers import AutoModelForCausalLM, AutoTokenizer + +model_name = "Zkare/Chatbot_Ielts_Assistant_v2" +tokenizer = AutoTokenizer.from_pretrained(model_name) +model = AutoModelForCausalLM.from_pretrained(model_name, device_map="auto") + +prompt = "Help me practice IELTS Speaking Part 2." +inputs = tokenizer(prompt, return_tensors="pt").to(model.device) +outputs = model.generate(**inputs, max_new_tokens=180) + +print(tokenizer.decode(outputs[0], skip_special_tokens=True)) \ No newline at end of file diff --git a/qwen3_4b_ielts.F16.gguf b/qwen3_4b_ielts.F16.gguf new file mode 100644 index 0000000..8c94075 --- /dev/null +++ b/qwen3_4b_ielts.F16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0cb3c06a1200e805ada8cf1721f2649a202592bf3bae2a4e88d743153b8039f4 +size 8051284544 diff --git a/qwen3_4b_ielts.Q4_K_M.gguf b/qwen3_4b_ielts.Q4_K_M.gguf new file mode 100644 index 0000000..4d12ee2 --- /dev/null +++ b/qwen3_4b_ielts.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2001a790be8f47660e2de9a0a41ed9365d5d34168654e3658719d467f6bba438 +size 2497280064