Twkeed-GPT-20B (توكيد)

An Arabic language model fine-tuned on Saudi Arabian content, including:

• Saudi Labor Law articles
• Saudi dialect understanding
• Arabic grammar and writing
• Vision 2030 knowledge

Model Details

• Base Model: mlx-community/gpt-oss-20b-MXFP4-Q8
• Fine-tuning Method: LoRA with unsloth-mlx
• Training Hardware: Mac Studio M3 Ultra 96GB
• Language: Arabic (Modern Standard + Saudi Dialect)

Model Identity

This model identifies as توكيد (Twkeed) - an Arabic AI assistant.

When asked "من أنت؟" (Who are you?), the model responds with its identity.

Usage

from mlx_lm import load, generate

model, tokenizer = load("twkeed/twkeed-gpt-20b")

response = generate(
    model,
    tokenizer,
    prompt="مرحباً، من أنت؟",
    max_tokens=200,
)
print(response)

Training Data

The model was fine-tuned on:

• Arabic Alpaca dataset
• Custom Saudi Labor Law content
• Saudi dialect examples
• Arabic grammar instruction data

License

Apache 2.0

Author

Fine-tuned using unsloth-mlx