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ZarfixAI/ZarfixAICerdas1.0

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face
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ZarfixAI Cerdas 1.0

Summary: ZarfixAI Cerdas 1.0 is a 4B parameter language model built for fast, efficient, and intelligent text generation. Optimized for practical applications where cost, speed, and accuracy matter.

Based on janhq/Jan-v1-4B. Original work is licensed under Apache-2.0 (see LICENSE in this repo).

๐Ÿš€ Features

  • โ€”4B parameters for a balance between performance and efficiency
  • โ€”Supports instruction-following and general conversation
  • โ€”Runs on consumer GPUs or cloud T4 instances for low-cost deployment
  • โ€”Apache-2.0 license โ€” flexible for commercial and personal projects

๐Ÿ› ๏ธ Quickstart

python
from transformers import AutoTokenizer, AutoModelForCausalLM

model_id = "ZarfixAI/ZarfixAICerdas1.0"

tokenizer = AutoTokenizer.from_pretrained(model_id)
model = AutoModelForCausalLM.from_pretrained(model_id, device_map="auto")

prompt = "Explain the importance of renewable energy in simple terms."
inputs = tokenizer(prompt, return_tensors="pt").to(model.device)
outputs = model.generate(**inputs, max_new_tokens=256)

print(tokenizer.decode(outputs[0], skip_special_tokens=True))

๐Ÿ’ก Recommended Use Cases

  • โ€”Customer support bots
  • โ€”Knowledge assistants
  • โ€”Educational Q\&A
  • โ€”Creative writing prompts
  • โ€”Lightweight RAG (Retrieval-Augmented Generation) systems

โš ๏ธ Limitations

  • โ€”The model may produce inaccurate or biased outputs โ€” always verify important information.
  • โ€”Not fine-tuned for high-risk applications (medical, legal, financial advice).

๐Ÿ“œ License

  • โ€”Original model: janhq/Jan-v1-4B under Apache-2.0 license.
  • โ€”ZarfixAI Cerdas 1.0: Derivative work under the same Apache-2.0 license.
  • โ€”You are free to use, modify, and deploy, but must keep attribution to the original authors.

๐Ÿ™ Acknowledgements

Special thanks to the developers of janhq/Jan-v1-4B for providing a strong open-source foundation.