What are the hardware requirements for Tashkeel 50M?

Tashkeel 50M requires approximately 0.1 GB of VRAM and supports a context window of 2K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Tashkeel 50M and how large is it?

Tashkeel 50M is developed by ahmedsamirtarjama, a model with 50m parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Tashkeel 50M?

Tashkeel 50M is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Tashkeel 50M by ahmedsamirtarjama — VRAM 0.1GB, 2K context

Name: Tashkeel 50M
Author: ahmedsamirtarjama

Tashkeel 50M is an open-source language model by ahmedsamirtarjama. Features: 50m LLM, VRAM: 0.1GB, Context: 2K, License: apache-2.0.

Ar Arabic Base model:finetune:oddadmix/5... Base model:oddadmix/50m-2048-e... Dataset:misraj/sadeed tashkeel... Diacritization Endpoints compatible Llama Region:us Safetensors Tashkeel

Model Card on HF 🤗: https://huggingface.co/ahmedsamirtarjama/Tashkeel-50M

Tashkeel 50M Parameters and Internals

LLM Name	Tashkeel 50M
Repository 🤗	https://huggingface.co/ahmedsamirtarjama/Tashkeel-50M
Base Model(s)	50M 2048 Emhotob oddadmix/50M-2048-Emhotob
Model Size	50m
Required VRAM	0.1 GB
Updated	2026-08-17
Maintainer	ahmedsamirtarjama
Model Type	llama
Model Files	0.1 GB
Supported Languages	ar
Model Architecture	LlamaForCausalLM
License	apache-2.0
Context Length	2048
Model Max Length	2048
Transformers Version	5.15.0
Tokenizer Class	TokenizersBackend
Padding Token	<pad>
Vocabulary Size	32000

Rank the Tashkeel 50M capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

Best Alternatives to Tashkeel 50M

Best Alternatives	Context / RAM	Downloads	Likes
Nyun C2 Llama3 50B	8K / 100.8 GB	8	11
Supra Router 51M	5K / 0.1 GB	2299	129
Supra 1.5 50M Instruct Exp	5K / 0.1 GB	2307	49
Supra1.5 50M Instruct Exp	5K / 0.1 GB	2023	49
Supra 1.5 50M Base Exp	5K / 0.2 GB	1738	18
Supra Title 50M Pre	5K / 0.1 GB	248	8
50M 2048 Emhotob	2K / 0.2 GB	741	3
Quark 50M Instruct	2K / 0.1 GB	946	2
Quark 50M V2	2K / 0.1 GB	333	6
Quark 50M	2K / 0.1 GB	203	5

Note: green Score (e.g. "73.2") means that the model is better than ahmedsamirtarjama/Tashkeel-50M.