What are the hardware requirements for Qwen3.5 9B Trace Inversion?

Qwen3.5 9B Trace Inversion requires approximately 18.8 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Qwen3.5 9B Trace Inversion and how large is it?

Qwen3.5 9B Trace Inversion is developed by open-zzrl, a model with 9b 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 9B Trace Inversion?

Qwen3.5 9B 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 9B Trace Inversion by open-zzrl — VRAM 18.8GB

Name: Qwen3.5 9B Trace Inversion
Author: open-zzrl

Qwen3.5 9B Trace Inversion is an open-source language model by open-zzrl. Features: 9b LLM, VRAM: 18.8GB, License: apache-2.0.

Base model:finetune:qwen/qwen3... Base model:qwen/qwen3.5-9b Code Conversational Dataset:open-zzrl/trace-invers... En Math Qwen Qwen3 5 Reasoning Region:us Safetensors Trace-inversion Unsloth

Model Card on HF 🤗: https://huggingface.co/open-zzrl/Qwen3.5-9B-Trace-Inversion

Qwen3.5 9B Trace Inversion Parameters and Internals

LLM Name	Qwen3.5 9B Trace Inversion
Repository 🤗	https://huggingface.co/open-zzrl/Qwen3.5-9B-Trace-Inversion
Model Name	unsloth/Qwen3.5-9B
Base Model(s)	Qwen/Qwen3.5-9B Qwen/Qwen3.5-9B
Model Size	9b
Required VRAM	18.8 GB
Updated	2026-11-06
Maintainer	open-zzrl
Model Type	qwen3_5
Model Files	18.8 GB
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 9B 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 9B Trace Inversion

Best Alternatives	Context / RAM	Downloads	Likes
HYZ 01 9B	256K / 18.8 GB	102	1
Clef Flash	0K / 18.8 GB	36817	853
Qwen3.5 9B	0K / 19.3 GB	12207758	1799
Ornith 1.0 9B	0K / 18.8 GB	803185	567
Qwable 9B Claude Fable 5	0K / 18.8 GB	1088	115
MiMo V2.6 Distill Qwen 9B	0K / 18.8 GB	5705	429
Qwythos 9B Claude Mythos 5 1M	0K / 18.8 GB	37427	906
LensVLM 9B	0K / 18.8 GB	1840	258
Elephant 1	0K / 18.8 GB	1344	75
Flux 3 Image Klein Pup	0K / 18.8 GB	6948	54

Note: green Score (e.g. "73.2") means that the model is better than open-zzrl/Qwen3.5-9B-Trace-Inversion.