---
license: llama3.2
language:
- en
pipeline_tag: text-generation
tags:
- digirocket
- digital-marketing
- chat
- llama-3.2
- gguf
- conversational
base_model: meta-llama/Llama-3.2-3B-Instruct
---

# DROK v2 — DigiRocket Technologies AI Assistant

Fine-tuned **Llama 3.2 3B Instruct** specialized for **DigiRocket Technologies** —
a digital marketing and technology solutions provider.

## Specialization

DROK is an expert in:
- **Digital Marketing** (SEO, SEM, SMM, CRO, email marketing, content)
- **Web Development** (responsive design, e-commerce platforms, UI/UX)
- **Branding** (logo design, visual identity, brand storytelling)
- **Dropshipping** (supplier sourcing, store setup, scaling)
- **DigiRocket Services** (pricing tiers, case studies, consultation)

## Training Details

- **Base model:** [meta-llama/Llama-3.2-3B-Instruct](https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct)
- **Method:** QLoRA 4-bit fine-tuning (NF4 quantization, LoRA r=16)
- **Dataset:** 1,343 DigiRocket-domain Q&A pairs (synthetic, qwen2.5-7b generated)
- **Epochs:** 3
- **Training infrastructure:** Lightning.ai Tesla T4

## Quantization

This release is the **Q8_0 GGUF** quantized version (~3.4 GB), suitable for
llama.cpp / HF Inference Endpoints serving.

## Company

DigiRocket Technologies — global digital marketing agency:
- 🇮🇳 Gurgaon, India (HQ)
- 🇺🇸 Dover, USA
- 🇬🇧 London, UK

Websites: [digirocket.io](https://www.digirocket.io) | [digirockett.com](https://www.digirockett.com)