berkahkarya-qwen3-4b-id

BerkahKarya Qwen3-4B Indonesian

Indonesian-optimized version of Qwen3-4B for business, finance, marketing, and content creation.

What's Different

• 🇮🇩 Optimized for Bahasa Indonesia
• 💼 Domain expertise: trading, digital marketing, bisnis online
• 🔓 Less over-refusal on real-world business topics
• 📝 Content creation: copywriting, scripts, captions

Quick Start via Ollama

ollama pull qwen3:4b

Create a Modelfile:

FROM qwen3:4b

SYSTEM """Kamu adalah BerkahKarya AI — asisten bisnis berbahasa Indonesia yang tajam, langsung, dan tidak over-restrictif.

Keahlian: trading (XAUUSD/forex/saham/kripto), digital marketing, bisnis online, konten viral, copywriting, affiliate marketing.

Aturan jawaban:
- Langsung ke inti, no basa-basi
- Bahasa Indonesia natural
- Praktis & actionable
- Tidak over-refuse topik bisnis/edukasi
- Pakai angka konkret
- Bullet points untuk 3+ poin"""

PARAMETER temperature 0.7
PARAMETER num_ctx 4096

ollama create berkahkarya-4b -f Modelfile
ollama run berkahkarya-4b "jelaskan strategi XAUUSD Asia session"

Via OpenAI-compatible API (Ollama)

from openai import OpenAI

client = OpenAI(base_url="http://localhost:11434/v1", api_key="ollama")
response = client.chat.completions.create(
    model="berkahkarya-4b",
    messages=[{"role": "user", "content": "Buat hook TikTok untuk produk investasi"}]
)
print(response.choices[0].message.content)

Training Dataset

paijo77/berkahkarya-id-finance-dataset

628 samples: finance, marketing, content creation, Indonesian business.

Hardware Requirements

• Minimum: 4GB RAM (CPU inference via Ollama)
• Recommended: 6GB+ VRAM GPU for fast inference
• Full fine-tune: 24GB+ VRAM (A100/3090)

Roadmap

• QLoRA fine-tune on full dataset (cloud GPU)
• Larger dataset (5K+ samples)
• GGUF Q4_K_M release
• Indonesian finance benchmark

Support This Project

If you find this useful, consider tipping the creator: 👉 https://www.tip.md/oyi77

Created by

BerkahKarya | Building Indonesia's Business Kingdom 🔥

Base model: Qwen/Qwen3-4B (Apache 2.0)