What are the hardware requirements for Gemma 3 270M Sindhi?

Gemma 3 270M Sindhi requires approximately 0.6 GB of VRAM and supports a context window of 32K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Gemma 3 270M Sindhi and how large is it?

Gemma 3 270M Sindhi is developed by Kashif786, a model with 270m 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 Gemma 3 270M Sindhi?

Gemma 3 270M Sindhi is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Gemma 3 270M Sindhi by Kashif786 — VRAM 0.6GB, 32K context

Name: Gemma 3 270M Sindhi
Author: Kashif786

Gemma 3 270M Sindhi is an open-source language model by Kashif786. Features: 270m LLM, VRAM: 0.6GB, Context: 32K, License: gemma, LLM Explorer Score: 0.23.

Base model:finetune:google/gem... Base model:google/gemma-3-270m Endpoints compatible Gemma3 text Generated from trainer Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/Kashif786/gemma-3-270m-sindhi

Gemma 3 270M Sindhi Parameters and Internals

LLM Name	Gemma 3 270M Sindhi
Repository 🤗	https://huggingface.co/Kashif786/gemma-3-270m-sindhi
Base Model(s)	Gemma 3 270M google/gemma-3-270m
Model Size	270m
Required VRAM	0.6 GB
Updated	2026-08-02
Maintainer	Kashif786
Model Type	gemma3_text
Model Files	0.6 GB 0.0 GB
Model Architecture	Gemma3ForCausalLM
License	gemma
Context Length	32768
Model Max Length	32768
Transformers Version	5.5.0
Tokenizer Class	GemmaTokenizer
Padding Token	<pad>
Vocabulary Size	280212

Rank the Gemma 3 270M Sindhi capabilities

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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 Gemma 3 270M Sindhi

Best Alternatives	Context / RAM	Downloads	Likes
Gemma 3 270M	32K / 0.5 GB	5434146	1041
Gemma 3 270M It	32K / 0.5 GB	1222057	604
Functiongemma 270M It	32K / 0.5 GB	38635	1044
...gemma 270M It Prepaid Cards V2	32K / 0.5 GB	534	0
Gemma3 270M Manumit V1	32K / 0.5 GB	134	0
Functiongemma 270M It	32K / 0.5 GB	4949	13
Episodic Lora3 Grpo2 Merged	32K / 0.5 GB	728	0
Gemma 3 270M It	32K / 0.5 GB	21566	23
Episodic Lora3 Grpo4 Merged	32K / 0.5 GB	507	0
Episodic Lora3 Grpo Merged	32K / 0.5 GB	420	1

Note: green Score (e.g. "73.2") means that the model is better than Kashif786/gemma-3-270m-sindhi.