What are the hardware requirements for Qwen3.5 4B Trace Inversion?

Qwen3.5 4B Trace Inversion requires approximately 9.3 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Qwen3.5 4B Trace Inversion and how large is it?

Qwen3.5 4B Trace Inversion is developed by open-zzrl, 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 4B Trace Inversion?

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

Qwen3.5 4B Trace Inversion by open-zzrl — VRAM 9.3GB

Name: Qwen3.5 4B Trace Inversion
Author: open-zzrl

Qwen3.5 4B Trace Inversion is an open-source language model by open-zzrl. Features: 4b LLM, VRAM: 9.3GB, License: apache-2.0.

Base model:finetune:qwen/qwen3... Base model:qwen/qwen3.5-4b Code Conversational Dataset:open-zzrl/trace-invers... En Math Qwen Qwen3 5 Reasoning Region:us Safetensors Sharded Tensorflow Trace-inversion Unsloth

Model Card on HF 🤗: https://huggingface.co/open-zzrl/Qwen3.5-4B-Trace-Inversion

Qwen3.5 4B Trace Inversion Parameters and Internals

LLM Name	Qwen3.5 4B Trace Inversion
Repository 🤗	https://huggingface.co/open-zzrl/Qwen3.5-4B-Trace-Inversion
Base Model(s)	Qwen/Qwen3.5-4B Qwen/Qwen3.5-4B
Model Size	4b
Required VRAM	9.3 GB
Updated	2026-11-06
Maintainer	open-zzrl
Model Type	qwen3_5
Model Files	5.3 GB: 1-of-2 4.0 GB: 2-of-2
Supported Languages	en
Model Architecture	Qwen3_5ForConditionalGeneration
License	apache-2.0
Model Max Length	262144
Transformers Version	5.17.0
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|vision_pad\|>
Errors	replace

Rank the Qwen3.5 4B Trace Inversion 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 Qwen3.5 4B Trace Inversion

Best Alternatives	Context / RAM	Downloads	Likes
AgentHorse 4B	256K / 8.4 GB	973	7
Qwen3.5 4B	0K / 9.3 GB	6575502	801
NuExtract3	0K / 0.2 GB	441570	324
...en3.5 4B 3D Coder MTP Repacked	0K / 9.3 GB	2132	8
LightOnOCR 3 4B	0K / 9.1 GB	2395	71
Agents A1 4B	0K / 9.1 GB	177578	72
FrogNano 4B 2609	0K / 9.3 GB	733	113
LightOnOCR 3 4B MTP Repacked	0K / 9.3 GB	662	1
Qwen3.5 4B Base	0K / 9.3 GB	227814	79
UserRepGen 4B	0K / 9.1 GB	1008	13

Note: green Score (e.g. "73.2") means that the model is better than open-zzrl/Qwen3.5-4B-Trace-Inversion.