---
base_model: pankajpandey-dev/Qwen3-4B-Hindi-Instruct-v2
base_model_relation: quantized
language:
- hi
- en
license: apache-2.0
library_name: gguf
pipeline_tag: text-generation
tags:
- qwen3
- hindi
- indic
- india
- gguf
- llama.cpp
- ollama
- lm-studio
- instruction-tuned
---

# 🇮🇳 Qwen3-4B Hindi Instruct v2 — GGUF

GGUF quantizations of **[Qwen3-4B-Hindi-Instruct-v2](https://huggingface.co/pankajpandey-dev/Qwen3-4B-Hindi-Instruct-v2)** — a Hindi instruction-tuned Qwen3-4B model. These run **locally on CPU or GPU** with llama.cpp, Ollama, and LM Studio — no Python or heavy setup needed.

Part of the **Hindi LLM Series**, focused on bringing Indic-language models to local and edge devices.

## Available Quants

| File | Quant | Size | Recommended for |
|------|-------|------|-----------------|
| `Qwen3-4B-Hindi-v2.Q4_K_M.gguf` | Q4_K_M | 2.5 GB | **Best balance** — start here |
| `Qwen3-4B-Hindi-v2.Q5_K_M.gguf` | Q5_K_M | 2.9 GB | Higher quality, slightly larger |
| `Qwen3-4B-Hindi-v2.Q8_0.gguf` | Q8_0 | 4.3 GB | Near-lossless, maximum quality |

If unsure, download **Q4_K_M** — it's the best size-to-quality tradeoff for most machines.

## How to Run

### Ollama
```bash
huggingface-cli download pankajpandey-dev/Qwen3-4B-Hindi-Instruct-v2-GGUF Qwen3-4B-Hindi-v2.Q4_K_M.gguf --local-dir .
ollama create qwen3-hindi -f Modelfile
ollama run qwen3-hindi "भारत के बारे में एक रोचक तथ्य बताओ।"
```

### llama.cpp
```bash
./llama-cli -m Qwen3-4B-Hindi-v2.Q4_K_M.gguf -p "भारत की राजधानी क्या है?" -cnv
```

### LM Studio
Search for this repo in LM Studio, download the Q4_K_M file, and chat directly in the GUI.

## About the Model

This is a Hindi instruction fine-tune of Qwen3-4B (LoRA via Unsloth, 10K Hindi instruction pairs), quantized to GGUF for efficient local inference. It handles both Hindi (Devanagari) and English.

For full model details and the original 16-bit weights, see the **[base model card](https://huggingface.co/pankajpandey-dev/Qwen3-4B-Hindi-Instruct-v2)**.

## License

Apache 2.0 — commercial use allowed.

---

*Part of the 🇮🇳 Hindi LLM Series by [pankajpandey-dev](https://huggingface.co/pankajpandey-dev).*