What are the hardware requirements for Qwen3.5 9B Wolof Instruct V1?

Qwen3.5 9B Wolof Instruct V1 requires approximately 18 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 9B Wolof Instruct V1 and how large is it?

Qwen3.5 9B Wolof Instruct V1 is developed by Tonic, 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 Wolof Instruct V1?

Qwen3.5 9B Wolof Instruct V1 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Qwen3.5 9B Wolof Instruct V1 by Tonic — VRAM 18GB, 256K context

Name: Qwen3.5 9B Wolof Instruct V1
Author: Tonic

Qwen3.5 9B Wolof Instruct V1 is an open-source language model by Tonic. Features: 9b LLM, VRAM: 18GB, Context: 256K, Instruction-Based, LLM Explorer Score: 0.26.

Base model:finetune:tonic/qwen... Base model:tonic/qwen3.5-9b-wo... Conversational Endpoints compatible Galsenai Instruct Model-index Qwen3.5 Qwen3 5 text Region:us Safetensors Wo Wolof

Model Card on HF 🤗: https://huggingface.co/Tonic/Qwen3.5-9B-Wolof-Instruct-v1

Qwen3.5 9B Wolof Instruct V1 Parameters and Internals

LLM Name	Qwen3.5 9B Wolof Instruct V1
Repository 🤗	https://huggingface.co/Tonic/Qwen3.5-9B-Wolof-Instruct-v1
Base Model(s)	Tonic/Qwen3.5-9B-Wolof-CPT-v1 Tonic/Qwen3.5-9B-Wolof-CPT-v1
Model Size	9b
Required VRAM	18 GB
Updated	2026-11-14
Maintainer	Tonic
Model Type	qwen3_5_text
Instruction-Based	Yes
Model Files	18.0 GB
Supported Languages	wo
Model Architecture	Qwen3_5ForCausalLM
Context Length	262144
Model Max Length	262144
Transformers Version	5.19.0
Tokenizer Class	Qwen3_5Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	252079
Errors	replace

Rank the Qwen3.5 9B Wolof Instruct V1 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 Wolof Instruct V1

Best Alternatives	Context / RAM	Downloads	Likes
NeoHorse 1 9B	256K / 18 GB	1250	196
...n3.5 9B Instruct 7 Merged Bf16	256K / 17.9 GB	288	0
Viper 9B	256K / 17.9 GB	46	1
FlashModel Qwen3.5 9B	256K / 17.9 GB	325	0
NeoHorse 1 9B FP8 Calibrated	256K / 11 GB	27	1
Mitra Qwen35 It	256K / 17.9 GB	45	2
Nyx RP 9B Instruct 2608 V1	256K / 18.4 GB	3167	5

Note: green Score (e.g. "73.2") means that the model is better than Tonic/Qwen3.5-9B-Wolof-Instruct-v1.