What are the hardware requirements for Gemma 3 270M It MLX Bf16?

Gemma 3 270M It MLX Bf16 requires approximately 0.9 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 It MLX Bf16 and how large is it?

Gemma 3 270M It MLX Bf16 is developed by lmstudio-community, 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 It MLX Bf16?

Gemma 3 270M It MLX Bf16 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Gemma 3 270M It MLX Bf16 by lmstudio-community — VRAM 0.9GB, 32K context

Name: Gemma 3 270M It MLX Bf16
Author: lmstudio-community

Gemma 3 270M It MLX Bf16 is an open-source language model by lmstudio-community. Features: 270m LLM, VRAM: 0.9GB, Context: 32K, License: gemma, LLM Explorer Score: 0.21.

Base model:finetune:google/gem... Base model:google/gemma-3-270m... Conversational Endpoints compatible Gemma Gemma3 Gemma3 text Google Mlx Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/lmstudio-community/gemma-3-270m-it-MLX-bf16

Gemma 3 270M It MLX Bf16 Parameters and Internals

LLM Name	Gemma 3 270M It MLX Bf16
Repository 🤗	https://huggingface.co/lmstudio-community/gemma-3-270m-it-MLX-bf16
Base Model(s)	Gemma 3 270M It google/gemma-3-270m-it
Model Size	270m
Required VRAM	0.9 GB
Updated	2026-07-19
Maintainer	lmstudio-community
Model Type	gemma3_text
Model Files	0.9 GB
Model Architecture	Gemma3ForCausalLM
License	gemma
Context Length	32768
Model Max Length	32768
Transformers Version	4.55.0.dev0
Tokenizer Class	GemmaTokenizer
Padding Token	<pad>
Vocabulary Size	262144
Torch Data Type	bfloat16

Rank the Gemma 3 270M It MLX Bf16 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 Gemma 3 270M It MLX Bf16

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
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
Gemma 3 270M MaxSlop 24e	32K / 0.5 GB	11	0
...0M It OpenCode Title Generator	32K / 0.5 GB	10	0

Note: green Score (e.g. "73.2") means that the model is better than lmstudio-community/gemma-3-270m-it-MLX-bf16.