README.md

metadata

license: apache-2.0
base_model: scb10x/typhoon2.5-qwen3-4b
tags:
  - facebook-scraper
  - lora
  - typhoon
  - fine-tuned
  - th

🤖 Typhoon 2.5 4B - Facebook Scraper LoRA Adapter

This model is fine-tuned using QLoRA technique on data crawled from Facebook posts.

👥 Developer & Maintainer Information

• Fine-Tuner: Pansakorn (林金龍) Phothidaen (pphothidaen) (LinkedIn)
• Objective: Academic research, Thai news/post summarization, and data classification.
• Compliance: Use of this model must strictly comply with local laws and regulations, privacy guidelines, and international standards.

📊 Last Updated Info

• Timestamp: 2026-07-17 03:53:31 UTC
• Base Model: scb10x/typhoon2.5-qwen3-4b
• License: Apache 2.0 License (In accordance with the base model license and OpenTyphoon Terms and Conditions)
• Fine-Tuning Technique: QLoRA (LoRA Adapter)

⚙️ Usage

from transformers import AutoTokenizer, AutoModelForCausalLM
from peft import PeftModel

base_model_id = "scb10x/typhoon2.5-qwen3-4b"
lora_model_id = "pphothidaen/typhoon-2-4b-fb-scraper-lora"

model = AutoModelForCausalLM.from_pretrained(base_model_id, device_map="auto")
model = PeftModel.from_pretrained(model, lora_model_id)
tokenizer = AutoTokenizer.from_pretrained(base_model_id)