drok-v5 / README.md
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metadata
license: apache-2.0
language:
  - en
  - hi
pipeline_tag: text-generation
tags:
  - digirocket
  - digital-marketing
  - chat
  - gguf
  - conversational
  - qwen2.5
base_model: Qwen/Qwen2.5-7B-Instruct

DROK v5 — DigiRocket Technologies AI Assistant

Fine-tuned Qwen2.5-7B-Instruct specialized for DigiRocket Technologies — a digital marketing and web development agency.

What's new in v5

  • Conversational quality boost: ~400 conversational pairs added (greetings, user self-introductions, memory-question handling, small talk, identity Q&A) for natural, warm responses on common chitchat patterns.
  • System prompt: refined CONVERSATIONAL PATTERNS section ensures refusal templates only fire for unverifiable factual claims, never for the user's own identity or casual interaction.
  • Retrieval-augmented: paired with an expanded Pinecone RAG index that adds ~1,300 general digital-marketing knowledge chunks (sourced from Wikipedia under CC-BY-SA + curated FAQs). The model itself stays focused on DigiRocket; broad marketing knowledge is retrieved at query time.

Specialization

DROK is an expert in:

  • DigiRocket Services (pricing tiers, team, offices, case studies)
  • 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)

Training Details

  • Base model: Qwen/Qwen2.5-7B-Instruct
  • Method: QLoRA 4-bit fine-tuning (NF4 quantization, LoRA r=16)
  • Dataset: 884 pairs (504 DigiRocket-specific + 380 conversational, template-generated — NO LLM-synthesised pairs to avoid hallucination)
  • Epochs: 5–7
  • Training infrastructure: Lightning.ai Tesla T4 (16 GB)

Quantization

This release is the Q4_K_M GGUF quantized version (~4.5 GB), optimised for llama.cpp / HF Inference Endpoints serving on a T4 GPU.

Languages

English and Hinglish (English-Hindi code-switch), reflecting DigiRocket's primary client base.

Company

DigiRocket Technologies — global digital marketing agency:

  • IN: Gurgaon, India (HQ)
  • US: Dover, USA
  • UK: London, UK

Websites: digirocket.io