What are the hardware requirements for JOSIE 1.1 4B Thinking?

JOSIE 1.1 4B Thinking requires approximately 8 GB of VRAM and supports a context window of 256K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed JOSIE 1.1 4B Thinking and how large is it?

JOSIE 1.1 4B Thinking is developed by Goekdeniz-Guelmez, a model with 4b 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 JOSIE 1.1 4B Thinking?

JOSIE 1.1 4B Thinking is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

JOSIE 1.1 4B Thinking by Goekdeniz-Guelmez — VRAM 8GB, 256K context

Name: JOSIE 1.1 4B Thinking
Author: Goekdeniz-Guelmez

JOSIE 1.1 4B Thinking is an open-source language model by Goekdeniz-Guelmez. Features: 4b LLM, VRAM: 8GB, Context: 256K, License: mit, LLM Explorer Score: 0.23.

Ar Base model:finetune:qwen/qwen3... Base model:qwen/qwen3-4b-think... Chat Conversational De En Endpoints compatible Es Fr Id It Ja Ko Multilingual Pt Qwen3 Region:us Ru Safetensors Sharded Tensorflow Th Vi Zh

Model Card on HF 🤗: https://huggingface.co/Goekdeniz-Guelmez/JOSIE-1.1-4B-Thinking

JOSIE 1.1 4B Thinking Parameters and Internals

LLM Name	JOSIE 1.1 4B Thinking
Repository 🤗	https://huggingface.co/Goekdeniz-Guelmez/JOSIE-1.1-4B-Thinking
Base Model(s)	Qwen3 4B Thinking 2507 Qwen/Qwen3-4B-Thinking-2507
Model Size	4b
Required VRAM	8 GB
Updated	2026-08-05
Maintainer	Goekdeniz-Guelmez
Model Type	qwen3
Model Files	5.0 GB: 1-of-2 3.0 GB: 2-of-2
Supported Languages	en es fr pt it ar ko id ru vi de th ja zh
Model Architecture	Qwen3ForCausalLM
License	mit
Context Length	262144
Model Max Length	262144
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	151669
Errors	replace

Rank the JOSIE 1.1 4B Thinking 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

Quantized Models of the JOSIE 1.1 4B Thinking

Model	Likes	Downloads	VRAM
JOSIE 1.1 4B Thinking 6bit	1	5	3 GB

Best Alternatives to JOSIE 1.1 4B Thinking

Best Alternatives	Context / RAM	Downloads	Likes
Qwen3 4B Instruct 2507	256K / 8.1 GB	3109972	911
GRPO 4 70	256K / 8.1 GB	11	0
FastContext 1.0 4B SFT	256K / 8.1 GB	5735	357
...2.5 Flash Lite Preview Distill	256K / 8.1 GB	31	1
Lightning 4B	256K / 8.1 GB	13	6
Qwen3 4B Thinking 2507	256K / 8.1 GB	291023	606
Fable Traces	256K / 8.1 GB	347	210
FastContext 1.0 4B RL	256K / 8.1 GB	4559	61
Checkpoint 8000	256K / 8.1 GB	1453	0
Qwen3 4B Instruct 2507 FP8	256K / 5.2 GB	1100744	78

Note: green Score (e.g. "73.2") means that the model is better than Goekdeniz-Guelmez/JOSIE-1.1-4B-Thinking.