What are the hardware requirements for SpyRL Qwen3 4B Writing?

SpyRL Qwen3 4B Writing requires approximately 8.8 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 SpyRL Qwen3 4B Writing and how large is it?

SpyRL Qwen3 4B Writing is developed by SpyRL, 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 SpyRL Qwen3 4B Writing?

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

SpyRL Qwen3 4B Writing by SpyRL — VRAM 8.8GB, 256K context

Name: SpyRL Qwen3 4B Writing
Author: SpyRL

SpyRL Qwen3 4B Writing is an open-source language model by SpyRL. Features: 4b LLM, VRAM: 8.8GB, Context: 256K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.22.

Base model:finetune:qwen/qwen3... Base model:qwen/qwen3-4b-instr... Conversational Creative-writing En Endpoints compatible Instruct Qwen3 Region:us Rlsvr Safetensors Self-play Spyrl

Model Card on HF 🤗: https://huggingface.co/SpyRL/SpyRL-Qwen3-4B-Writing

SpyRL Qwen3 4B Writing Parameters and Internals

LLM Name	SpyRL Qwen3 4B Writing
Repository 🤗	https://huggingface.co/SpyRL/SpyRL-Qwen3-4B-Writing
Base Model(s)	Qwen3 4B Instruct 2507 Qwen/Qwen3-4B-Instruct-2507
Model Size	4b
Required VRAM	8.8 GB
Updated	2026-10-05
Maintainer	SpyRL
Model Type	qwen3
Instruction-Based	Yes
Model Files	8.8 GB
Supported Languages	en
Model Architecture	Qwen3ForCausalLM
License	apache-2.0
Context Length	262144
Model Max Length	262144
Transformers Version	5.3.0
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	151936
Errors	replace

Rank the SpyRL Qwen3 4B Writing 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 SpyRL Qwen3 4B Writing

Best Alternatives	Context / RAM	Downloads	Likes
Qwen3 4B Instruct 2507	256K / 8.1 GB	3109972	911
FastContext 1.0 4B SFT	256K / 8.1 GB	5735	357
SRA RiskGate 4B	256K / 8 GB	2662	1
Mgi Assistant V1 Qwen3 4B	256K / 8.1 GB	669	1
FastContext 1.0 4B RL	256K / 8.1 GB	4559	61
Fable Traces	256K / 8.1 GB	148	210
Qwen3 4B Instruct 2507 FP8	256K / 5.2 GB	1100744	78
Jamjuri EDGE Preview 100	256K / 8 GB	460	1
... Matched Dense Seed11 Step 008	256K / 8.1 GB	161	1
Voho Saudi Chat 4B	256K / 8 GB	468	1

Note: green Score (e.g. "73.2") means that the model is better than SpyRL/SpyRL-Qwen3-4B-Writing.