What are the hardware requirements for GrayLine Qwen3 8B?

GrayLine Qwen3 8B requires approximately 16.4 GB of VRAM and supports a context window of 40K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed GrayLine Qwen3 8B and how large is it?

GrayLine Qwen3 8B is developed by soob3123, a model with 8b 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 GrayLine Qwen3 8B?

GrayLine Qwen3 8B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

GrayLine Qwen3 8B by soob3123 — VRAM 16.4GB, 40K context

Name: GrayLine Qwen3 8B
Author: soob3123

GrayLine Qwen3 8B is an open-source language model by soob3123. Features: 8b LLM, VRAM: 16.4GB, Context: 40K, License: apache-2.0, LLM Explorer Score: 0.18.

Amoral-ai Base model:finetune:qwen/qwen3... Base model:qwen/qwen3-8b Conversational Dataset:soob3123/grayline-qa Dataset:soob3123/grayline-qa-r... Direct-answer En Endpoints compatible General-knowledge Information-retrieval Qwen3 Region:us Safetensors Sharded Tensorflow Uncensored Unfiltered

Model Card on HF 🤗: https://huggingface.co/soob3123/GrayLine-Qwen3-8B

GrayLine Qwen3 8B Parameters and Internals

LLM Name	GrayLine Qwen3 8B
Repository 🤗	https://huggingface.co/soob3123/GrayLine-Qwen3-8B
Base Model(s)	Qwen3 8B Qwen/Qwen3-8B
Model Size	8b
Required VRAM	16.4 GB
Updated	2026-07-24
Maintainer	soob3123
Model Type	qwen3
Model Files	4.9 GB: 1-of-4 4.9 GB: 2-of-4 5.0 GB: 3-of-4 1.6 GB: 4-of-4
Supported Languages	en
Model Architecture	Qwen3ForCausalLM
License	apache-2.0
Context Length	40960
Model Max Length	40960
Transformers Version	4.51.3
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|vision_pad\|>
Vocabulary Size	151936
Torch Data Type	bfloat16
Errors	replace

Rank the GrayLine Qwen3 8B capabilities

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Instruction Following and Task Automation
Factuality and Completeness of Knowledge
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Data Analysis and Insight Generation
Text Generation
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Multi-Language Support and Translation

Best Alternatives to GrayLine Qwen3 8B

Best Alternatives	Context / RAM	Downloads	Likes
PaCoRe 8B	320K / 1.2 GB	54	48
RLVR 8B 0926	320K / 1.2 GB	63	8
...n3 8B 320K Context 10X Massive	320K / 16.4 GB	20	0
...r Of Horror Jan V1 256K Ctx 8B	256K / 16.1 GB	33	3
... BIG Jan Horror V1 256K Ctx 8B	256K / 16.1 GB	44	0
Qwen3 8B 256K Context 8X Grand	256K / 16.4 GB	95	0
...wen3 8B 192K Context 6X Larger	192K / 16.4 GB	55	0
DeepSeek R1 0528 Qwen3 8B	128K / 16.4 GB	1762293	1082
...Reason 8B Pretrain Competition	128K / 16.8 GB	244	0
Marco DeepResearch 8B	128K / 16.3 GB	633	34

Note: green Score (e.g. "73.2") means that the model is better than soob3123/GrayLine-Qwen3-8B.