What are the hardware requirements for Saba2 3B?

Saba2 3B requires approximately 6.2 GB of VRAM and supports a context window of 128K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Saba2 3B and how large is it?

Saba2 3B is developed by Sakalti, a model with 3b 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 Saba2 3B?

Saba2 3B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Saba2 3B by Sakalti — VRAM 6.2GB, 128K context

Name: Saba2 3B
Author: Sakalti

Saba2 3B is an open-source language model by Sakalti. Features: 3b LLM, VRAM: 6.2GB, Context: 128K, License: other, Instruction-Based, LLM Explorer Score: 0.18.

Base model:finetune:unsloth/qw... Base model:unsloth/qwen2.5-3b-... Conversational En Endpoints compatible Instruct Qwen2 Region:us Safetensors Sft Sharded Tensorflow Trl Unsloth

Model Card on HF 🤗: https://huggingface.co/Sakalti/Saba2-3B

Saba2 3B Parameters and Internals

LLM Name	Saba2 3B
Repository 🤗	https://huggingface.co/Sakalti/Saba2-3B
Base Model(s)	unsloth/Qwen2.5-3B-Instruct unsloth/Qwen2.5-3B-Instruct
Model Size	3b
Required VRAM	6.2 GB
Updated	2026-06-06
Maintainer	Sakalti
Model Type	qwen2
Instruction-Based	Yes
Model Files	5.0 GB: 1-of-2 1.2 GB: 2-of-2
Supported Languages	en
Model Architecture	Qwen2ForCausalLM
License	other
Context Length	131072
Model Max Length	131072
Transformers Version	4.47.1
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|PAD_TOKEN\|>
Vocabulary Size	151936
Torch Data Type	float16
Errors	replace

Rank the Saba2 3B 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 Saba2 3B

Best Alternatives	Context / RAM	Downloads	Likes
VibeThinker 3B	128K / 6.2 GB	52745	806
VibeThinker 3B	128K / 6.2 GB	361	0
Tessa T1 3B	117K / 6.2 GB	10	5
UIGEN T1.5 3B	117K / 6.2 GB	7	1
Qwen2.5 3B Instruct	32K / 6.2 GB	5889234	545
...er 3B Instruct Spider Sft Grpo	32K / 6.2 GB	1025	1
AetherSearch SFT	32K / 6.2 GB	493	1
SmallThinker 3B Preview	32K / 6.8 GB	30529	412
SearchQwen2.5 3B	32K / 6.8 GB	444	3
Orenis 3B Light Max	32K / 6.2 GB	253	0

Note: green Score (e.g. "73.2") means that the model is better than Sakalti/Saba2-3B.