What are the hardware requirements for Zeta 3B Sft?

Zeta 3B Sft requires approximately 6.2 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 Zeta 3B Sft and how large is it?

Zeta 3B Sft is developed by Woutermans, 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 Zeta 3B Sft?

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

Zeta 3B Sft by Woutermans — VRAM 6.2GB, 32K context

Name: Zeta 3B Sft
Author: Woutermans

Zeta 3B Sft is an open-source language model by Woutermans. Features: 3b LLM, VRAM: 6.2GB, Context: 32K, License: apache-2.0, Code Generating, LLM Explorer Score: 0.2.

Base model:finetune:unsloth/qw... Base model:unsloth/qwen2.5-cod... Codegen En Endpoints compatible Qwen2 Region:us Safetensors Sharded Tensorflow Unsloth

Model Card on HF 🤗: https://huggingface.co/Woutermans/zeta-3b-sft

Zeta 3B Sft Parameters and Internals

LLM Name	Zeta 3B Sft
Repository 🤗	https://huggingface.co/Woutermans/zeta-3b-sft
Base Model(s)	unsloth/Qwen2.5-Coder-3B unsloth/Qwen2.5-Coder-3B
Model Size	3b
Required VRAM	6.2 GB
Updated	2026-07-30
Maintainer	Woutermans
Model Type	qwen2
Model Files	5.0 GB: 1-of-2 1.2 GB: 2-of-2
Supported Languages	en
Generates Code	Yes
Model Architecture	Qwen2ForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	4.55.4
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|im_end\|>
Vocabulary Size	151936
Torch Data Type	bfloat16
Errors	replace

Rank the Zeta 3B 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

Best Alternatives to Zeta 3B Sft

Best Alternatives	Context / RAM	Downloads	Likes
VibeThinker 3B	128K / 6.2 GB	52745	806
Tessa T1 3B	117K / 6.2 GB	10	5
UIGEN T1.5 3B	117K / 6.2 GB	7	1
...ity Lora Qwen2.5 Coder 3B Bf16	32K / 6.2 GB	7	0
Qwen2.5 Coder 3B Instruct	32K / 6.2 GB	196733	115
Qwen 2.5 3b Smarteaz 0.01a	32K / 6.3 GB	8	1
Q2.5 CodeR1 3B	32K / 6.2 GB	0	1
VisCoder2 3B	32K / 6.2 GB	55	3
Qwen2.5 Coder 3B	32K / 6.2 GB	29553	57
Qwen 2.5 Coder 3B SQL Writer	32K / 6.2 GB	3	1

Note: green Score (e.g. "73.2") means that the model is better than Woutermans/zeta-3b-sft.