What are the hardware requirements for Qwen3.5 Text 4B Bnb 4bit?

Qwen3.5 Text 4B Bnb 4bit requires approximately 3.1 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 Qwen3.5 Text 4B Bnb 4bit and how large is it?

Qwen3.5 Text 4B Bnb 4bit is developed by techwithsergiu, 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 Qwen3.5 Text 4B Bnb 4bit?

Qwen3.5 Text 4B Bnb 4bit is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Qwen3.5 Text 4B Bnb 4bit by techwithsergiu — VRAM 3.1GB, 256K context

Name: Qwen3.5 Text 4B Bnb 4bit
Author: techwithsergiu

Qwen3.5 Text 4B Bnb 4bit is an open-source language model by techwithsergiu. Features: 4b LLM, VRAM: 3.1GB, Context: 256K, License: apache-2.0, Quantized, LLM Explorer Score: 0.25.

4-bit 4bit Base model:quantized:techwiths... Base model:techwithsergiu/qwen... Bitsandbytes Conversational Endpoints compatible Quantized Qwen3 5 text Region:us Safetensors Techwithsergiu

Model Card on HF 🤗: https://huggingface.co/techwithsergiu/Qwen3.5-text-4B-bnb-4bit

Qwen3.5 Text 4B Bnb 4bit Parameters and Internals

LLM Name	Qwen3.5 Text 4B Bnb 4bit
Repository 🤗	https://huggingface.co/techwithsergiu/Qwen3.5-text-4B-bnb-4bit
Base Model(s)	techwithsergiu/Qwen3.5-text-4B techwithsergiu/Qwen3.5-text-4B
Model Size	4b
Required VRAM	3.1 GB
Updated	2026-09-16
Maintainer	techwithsergiu
Model Type	qwen3_5_text
Model Files	3.1 GB
Quantization Type	4bit
Model Architecture	Qwen3_5ForCausalLM
License	apache-2.0
Context Length	262144
Model Max Length	262144
Transformers Version	5.3.0.dev0
Tokenizer Class	TokenizersBackend
Padding Token	<\|vision_pad\|>
Vocabulary Size	248320
Torch Data Type	bfloat16
Errors	replace

Rank the Qwen3.5 Text 4B Bnb 4bit capabilities

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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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Qwen3.5 4B Qat Lean 4bit Mlx	256K / 2.4 GB	155	0
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...ts A1 4B Fable Preview Heretic	256K / 8.4 GB	2285	2
NeoHorse 1 4B FP8	256K / 4.8 GB	95	1
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Qwen35 4B T13 Opd Rkl Ckpt50	256K / 8.4 GB	467	0

Note: green Score (e.g. "73.2") means that the model is better than techwithsergiu/Qwen3.5-text-4B-bnb-4bit.