Total runs:
350
Run Growth:
109
Growth Rate:
26.85%
Sponsored by
APIMaster
Etherll / Tashkeel-350M-v2
Model's Last Updated: October 29 2025
text-generation
Introduction of Tashkeel-350M-v2
Model Details of Tashkeel-350M-v2
Tashkeel-350M
Arabic Diacritization Model | نَمُوذَجُ تَشْكِيلِ النُّصُوصِ الْعَرَبِيَّةِ
نموذج بحجم 350 مليون بارامتر مخصص لتشكيل النصوص العربية. تم تدريب هذا النموذج بضبط نموذج
ibm-granite/granite-4.0-h-350m
على مجموعة البيانات
Misraj/Sadeed_Tashkeela
.
- النموذج الأساسي: ibm-granite/granite-4.0-h-350m
- مجموعة البيانات: Misraj/Sadeed_Tashkeela
كيفية الاستخدام
from transformers import AutoModelForCausalLM, AutoTokenizer
#تحميل النموذج
model_id = "Etherll/Tashkeel-350M-v2"
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": "قم بتشكيل هذا النص "+ ":\n"+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-v2 (English)
A 350M parameter model for Arabic diacritization (Tashkeel). This model is a fine-tune of
ibm-granite/granite-4.0-h-350m
on the
Misraj/Sadeed_Tashkeela
dataset.
- Base Model: ibm-granite/granite-4.0-h-350m
- Dataset: Misraj/Sadeed_Tashkeela
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-v2 on huggingface.co
152
Total runs
-5
24-hour runs
-22
3-day runs
-27
7-day runs
-46
30-day runs
More Information About Tashkeel-350M-v2 huggingface.co Model
Url of Tashkeel-350M-v2
Tashkeel-350M-v2 huggingface.co Url
Provider of Tashkeel-350M-v2 huggingface.co
Other API from Etherll
Updated:May 11 2025
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59.26%
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27
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18.52%
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Growth Rate:
33.33%
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15
Growth Rate:
71.43%
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13
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