Etherll / Tashkeel-350M

huggingface.co
Total runs: 16
24-hour runs: 0
7-day runs: 2
30-day runs: 1
Model's Last Updated: November 01 2025
text-generation

Introduction of Tashkeel-350M

Model Details of Tashkeel-350M

Tashkeel-350M

Arabic Diacritization Model | نَمُوذَجَ تَشْكِيلِ النُصُوصِ الْعَرَبِيَةِ

نموذج بحجم 350 مليون بارامتر مخصص لتشكيل النصوص العربية. تم تدريب هذا النموذج بضبط نموذج

LiquidAI/LFM2-350M

على مجموعة البيانات

arbml/tashkeela .

كيفية الاستخدام
from transformers import AutoModelForCausalLM, AutoTokenizer

#تحميل النموذج
model_id = "Etherll/Tashkeel-350M"
model = AutoModelForCausalLM.from_pretrained(
    model_id,
    device_map="auto",
    torch_dtype="bfloat16",
)
tokenizer = AutoTokenizer.from_pretrained(model_id)

# إضافة التشكيل
prompt = "السلام عليكم" 
input_ids = tokenizer.apply_chat_template(
    [{"role": "user", "content": prompt}],
    add_generation_prompt=True,
    return_tensors="pt",
    tokenize=True,
).to(model.device)

output = model.generate(
    input_ids,
    do_sample=False,  
)

print(tokenizer.decode(output[0, input_ids.shape[-1]:], skip_special_tokens=True))
مثال
  • النص المدخل: السلام عليكم
  • الناتج: اَلسَلَامُ عَلَيْكُمْ


Tashkeel-350M (English)

A 350M parameter model for Arabic diacritization (Tashkeel). This model is a fine-tune of LiquidAI/LFM2-350M on the arbml/tashkeela dataset.

How to Use

The Python code for usage is the same as listed in the Arabic section above.

Example
  • Input: السلام عليكم
  • Output: اَلسَلَامُ عَلَيْكُمْ

This lfm2 model was trained 2x faster with Unsloth and Huggingface's TRL library.

Runs of Etherll Tashkeel-350M on huggingface.co

16
Total runs
0
24-hour runs
0
3-day runs
2
7-day runs
1
30-day runs

More Information About Tashkeel-350M huggingface.co Model

More Tashkeel-350M license Visit here:

https://choosealicense.com/licenses/apache-2.0

Tashkeel-350M huggingface.co

Tashkeel-350M huggingface.co is an AI model on huggingface.co that provides Tashkeel-350M's model effect (), which can be used instantly with this Etherll Tashkeel-350M model. huggingface.co supports a free trial of the Tashkeel-350M model, and also provides paid use of the Tashkeel-350M. Support call Tashkeel-350M model through api, including Node.js, Python, http.

Tashkeel-350M huggingface.co Url

https://huggingface.co/Etherll/Tashkeel-350M

Etherll Tashkeel-350M online free

Tashkeel-350M huggingface.co is an online trial and call api platform, which integrates Tashkeel-350M's modeling effects, including api services, and provides a free online trial of Tashkeel-350M, you can try Tashkeel-350M online for free by clicking the link below.

Etherll Tashkeel-350M online free url in huggingface.co:

https://huggingface.co/Etherll/Tashkeel-350M

Tashkeel-350M install

Tashkeel-350M is an open source model from GitHub that offers a free installation service, and any user can find Tashkeel-350M on GitHub to install. At the same time, huggingface.co provides the effect of Tashkeel-350M install, users can directly use Tashkeel-350M installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

Tashkeel-350M install url in huggingface.co:

https://huggingface.co/Etherll/Tashkeel-350M

Url of Tashkeel-350M

Tashkeel-350M huggingface.co Url

Provider of Tashkeel-350M huggingface.co

Etherll
ORGANIZATIONS

Other API from Etherll

huggingface.co

Total runs: 108
Run Growth: 91
Growth Rate: 84.26%
Updated:February 09 2026
huggingface.co

Total runs: 40
Run Growth: 24
Growth Rate: 54.55%
Updated:October 27 2024
huggingface.co

Total runs: 16
Run Growth: 7
Growth Rate: 50.00%
Updated:July 06 2025
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:May 29 2025
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:March 08 2023
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:March 29 2023
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:March 11 2023
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:July 18 2023