What are the hardware requirements for Polyalign Gemma2 2B En Sft?

Polyalign Gemma2 2B En Sft requires approximately 5.2 GB of VRAM and supports a context window of 8K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Polyalign Gemma2 2B En Sft and how large is it?

Polyalign Gemma2 2B En Sft is developed by sathiiiii, a model with 2b 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 Polyalign Gemma2 2B En Sft?

Polyalign Gemma2 2B En Sft is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Polyalign Gemma2 2B En Sft by sathiiiii — VRAM 5.2GB, 8K context

Name: Polyalign Gemma2 2B En Sft
Author: sathiiiii

Polyalign Gemma2 2B En Sft is an open-source language model by sathiiiii. Features: 2b LLM, VRAM: 5.2GB, Context: 8K, License: other, LLM Explorer Score: 0.23.

Base model:finetune:google/gem... Base model:google/gemma-2-2b Conversational Endpoints compatible Full Gemma2 Generated from trainer Llama-factory Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/sathiiiii/polyalign-gemma2-2b-en-sft

Polyalign Gemma2 2B En Sft Parameters and Internals

LLM Name	Polyalign Gemma2 2B En Sft
Repository 🤗	https://huggingface.co/sathiiiii/polyalign-gemma2-2b-en-sft
Base Model(s)	Gemma 2 2B google/gemma-2-2b
Model Size	2b
Required VRAM	5.2 GB
Updated	2026-08-08
Maintainer	sathiiiii
Model Type	gemma2
Model Files	5.0 GB: 1-of-2 0.2 GB: 2-of-2
Model Architecture	Gemma2ForCausalLM
License	other
Context Length	8192
Model Max Length	8192
Transformers Version	4.56.2
Tokenizer Class	GemmaTokenizer
Padding Token	<pad>
Vocabulary Size	256000

Rank the Polyalign Gemma2 2B En Sft 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

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SJT 2B	128K / 5.2 GB	16	0
SILMA Kashif 2B Instruct V1.0	12K / 5.2 GB	992	24
...mma 2 2B Jpn It Finetuning Sft	8K / 5.2 GB	14	0
Aetheris Core 2B	8K / 5.3 GB	406	1
Gemma 2 2B It	8K / 5.2 GB	10	0
Gemma 2 2B It	8K / 5.2 GB	593671	1437
Gemma 2 2B It	8K / 5.2 GB	18991	19
Gemma 2B It Gen Poem	8K / 5.2 GB	2	1
Gemma 2 2B Legal Financial Sft	8K / 5.2 GB	297	0
Gemma 2 2B	8K / 10.5 GB	218629	685

Note: green Score (e.g. "73.2") means that the model is better than sathiiiii/polyalign-gemma2-2b-en-sft.