What are the hardware requirements for POLAR Gemma 1B?

POLAR Gemma 1B requires approximately 2.6 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 POLAR Gemma 1B and how large is it?

POLAR Gemma 1B is developed by CocoRoF, a model with 1b 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 POLAR Gemma 1B?

POLAR Gemma 1B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

POLAR Gemma 1B by CocoRoF — VRAM 2.6GB, 32K context

Name: POLAR Gemma 1B
Author: CocoRoF

POLAR Gemma 1B is an open-source language model by CocoRoF. Features: 1b LLM, VRAM: 2.6GB, Context: 32K, LLM Explorer Score: 0.17.

Base model:finetune:google/gem... Base model:google/gemma-3-1b-i... Conversational Endpoints compatible Gemma3 text Generated from trainer Region:us Safetensors Sft Trl

Model Card on HF 🤗: https://huggingface.co/CocoRoF/POLAR_gemma_1b

POLAR Gemma 1B Parameters and Internals

LLM Name	POLAR Gemma 1b
Repository 🤗	https://huggingface.co/CocoRoF/POLAR_gemma_1b
Model Name	POLAR_gemma_1b
Base Model(s)	Gemma 3 1B It google/gemma-3-1b-it
Model Size	1b
Required VRAM	2.6 GB
Updated	2026-08-22
Maintainer	CocoRoF
Model Type	gemma3_text
Model Files	2.6 GB 0.0 GB
Model Architecture	Gemma3ForCausalLM
Context Length	32768
Model Max Length	32768
Transformers Version	4.50.0
Tokenizer Class	GemmaTokenizer
Padding Token	<pad>
Vocabulary Size	262144
Torch Data Type	bfloat16

Rank the POLAR Gemma 1B 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 POLAR Gemma 1B

Best Alternatives	Context / RAM	Downloads	Likes
Gemma 3 1B It	32K / 2 GB	86328	22
Gemma3 1B Sft Reasoning 2	32K / 2.6 GB	34	0
Gemma 3 1B Pt	32K / 2 GB	4215	6
Gemma 3 1B It	32K / 2 GB	3959168	1053
...Gptmini Gemma 3 1B It Seed1010	32K / 2 GB	109	1
Model After Sft V2	32K / 2 GB	492	0
Ganda Gemma Fln Bridge	32K / 2 GB	584	0
Gemma 3 1B Pt	32K / 2 GB	75224	196
...1B It OpenCode Title Generator	32K / 2 GB	9	0
... It Wildjailbreak 9K Subsample	32K / 2 GB	14	0

Note: green Score (e.g. "73.2") means that the model is better than CocoRoF/POLAR_gemma_1b.