初始化项目，由ModelHub XC社区提供模型

Model: PraneetNS/EduMentor-Qwen3-4B-v2-GGUF
Source: Original Platform

.gitattributes

@@ -0,0 +1,39 @@
+*.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
+edumentor-v2-f16.gguf filter=lfs diff=lfs merge=lfs -text
+edumentor-v2-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+edumentor-v2-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+edumentor-v2-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,169 @@
+---
+license: apache-2.0
+language:
+- en
+library_name: llama.cpp
+pipeline_tag: text-generation
+base_model: PraneetNS/EduMentor-Qwen3-4B-v2-FP16
+tags:
+- gguf
+- llama.cpp
+- qwen3
+- engineering
+- education
+- mentor
+- conversational
+- ai
+---
+
+# EduMentor Qwen3 4B v2 (GGUF)
+
+This repository contains GGUF quantized versions of **EduMentor Qwen3 4B v2**, an AI engineering mentor designed for university students, technical learning, coding assistance, project guidance, and placement preparation.
+
+These models are converted from the merged FP16 checkpoint and optimized for inference with **llama.cpp**, **LM Studio**, **Ollama (GGUF import)**, **Open WebUI**, **Jan**, and other GGUF-compatible runtimes.
+
+---
+
+# Base Model
+
+**FP16 Repository**
+
+https://huggingface.co/PraneetNS/EduMentor-Qwen3-4B-v2-FP16
+
+---
+
+# Available Quantizations
+
+| File | Size | Recommended For |
+|------|------:|-----------------|
+| EduMentor-Qwen3-4B-v2-F16.gguf | ~7.5 GB | Maximum quality |
+| EduMentor-Qwen3-4B-v2-Q8_0.gguf | ~4.0 GB | Near-FP16 quality |
+| EduMentor-Qwen3-4B-v2-Q6_K.gguf | ~3.1 GB | Best balance of quality and speed |
+| EduMentor-Qwen3-4B-v2-Q4_K_M.gguf | ~2.4 GB | Fast local inference |
+
+---
+
+# Features
+
+EduMentor v2 is fine-tuned for engineering education and technical mentoring.
+
+It supports:
+
+- Programming Fundamentals
+- Data Structures & Algorithms
+- System Design
+- Machine Learning
+- Deep Learning
+- Large Language Models
+- Electronics
+- Electrical Engineering
+- Mechanical Engineering
+- Civil Engineering
+- Mathematics
+- Resume Reviews
+- Internship Preparation
+- Placement Preparation
+- Interview Guidance
+- Project Mentoring
+
+---
+
+# Response Format
+
+EduMentor is optimized for multimodal tutoring systems.
+
+Typical responses follow the structure:
+
+```json
+{
+  "speech": "...",
+  "display": {
+    "type": "code | notes | roadmap | table | diagram",
+    "content": "..."
+  },
+  "follow_up": "..."
+}
+```
+
+This enables voice assistants to speak only natural explanations while rendering code, diagrams, or notes separately.
+
+---
+
+# Example
+
+### User
+
+Explain Binary Search.
+
+### Assistant
+
+```json
+{
+  "speech": "Binary Search repeatedly divides the search interval in half, making it much faster than linear search on sorted arrays.",
+
+  "display": {
+    "type": "code",
+    "language": "python",
+    "content": "def binary_search(...): ..."
+  },
+
+  "follow_up": "Would you like to understand its time complexity?"
+}
+```
+
+---
+
+# Running with llama.cpp
+
+```bash
+./llama-cli \
+-m EduMentor-Qwen3-4B-v2-Q4_K_M.gguf \
+-c 4096 \
+-p "Explain recursion simply."
+```
+
+---
+
+# Recommended Quantization
+
+| Hardware | Recommendation |
+|-----------|---------------|
+| 8 GB RAM | Q4_K_M |
+| 16 GB RAM | Q6_K |
+| 24 GB+ RAM | Q8_0 |
+| GPU Servers | F16 |
+
+---
+
+# Limitations
+
+EduMentor may occasionally:
+
+- produce incorrect technical information
+- require verification for safety-critical engineering tasks
+- generate imperfect JSON formatting for complex prompts
+- benefit from retrieval augmentation for rapidly changing topics
+
+The model should not replace professional engineering advice.
+
+---
+
+# Training
+
+Base Architecture:
+
+- Qwen3-4B
+
+Fine-tuning:
+
+- Supervised Fine-Tuning (LoRA)
+- Fully merged into FP16
+- Converted to GGUF using llama.cpp
+
+---
+
+# Creator
+
+**Praneet N S**
+
+EduMentor is an ongoing effort to build an AI mentor capable of providing high-quality engineering education through natural conversations and voice-first tutoring systems.

edumentor-v2-Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:190dc7aa1d97c774dd080651724cac299669dd49edff5c26bb003e4833823cde
+size 2497280800

edumentor-v2-Q6_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e5760601197ccdecc3ad47bb1bf1916c05f6c8bb42ced3397c61e9157ce3bf50
+size 3306261280

edumentor-v2-Q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:efe3ea5169bd64b7f4324e0451d15d1e032ed179140a6561bc4bc1bb5ae578c8
+size 4280405280

edumentor-v2-f16.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6f907a2c4450e052d97eeaec0b54e0bb8feba3be33ead61f0ab51da2504c58f6
+size 8051285280