base_model, datasets, language, library_name, license, mradermacher, quantized_by, tags

base_model	datasets	language	library_name	license	mradermacher	quantized_by	tags
UmbrellaInc/Prototype-Virus-1B	mlabonne/FineTome-100k ITCL/FineTomeOs Gryphe/ChatGPT-4o-Writing-Prompts dongguanting/ARPO-SFT-54K GreenerPastures/All-Your-Base-Full Gryphe/Opus-WritingPrompts HuggingFaceH4/MATH-500 mlabonne/smoltalk-flat mlabonne/natural_reasoning-formatted OpenSPG/KAG-Thinker-training-dataset uclanlp/Brief-Pro CognitiveKernel/CognitiveKernel-Pro-SFT SuperbEmphasis/Claude-4.0-DeepSeek-R1-RP-SFWish QuixiAI/dolphin-r1 mlabonne/lmsys-arena-human-sft-55k	tr ar af az es en el ro ru rm th uk uz pl pt fa sk sl da de nl fr fi ka hi hu hy ja kk kn ko ku ky la lb id is it zh cs vi be bg bs ne mn	transformers	gemma	readme_rev 1	mradermacher	next next-x1 efficient open-source 1b huggingface large-language-model llm causal artificial-intelligence machine-learning ai-research natural-language-processing nlp finetuned lightweight creative summarization question-answering chat-model generative-ai optimized-model unsloth trl sft chemistry biology finance legal music art code climate medical agent text-generation-inference text-generation transformers safetensors gemma3 mergekit merge uncensored heretic abliterated roleplay nsfw trash prototype virus progenitor low-end conversational Not-For-All-Audiences

About

static quants of https://huggingface.co/UmbrellaInc/Prototype-Virus-1B

For a convenient overview and download list, visit our model page for this model.

weighted/imatrix quants are available at https://huggingface.co/mradermacher/Prototype-Virus-1B-i1-GGUF

Usage

If you are unsure how to use GGUF files, refer to one of TheBloke's READMEs for more details, including on how to concatenate multi-part files.

Provided Quants

(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)

Link	Type	Size/GB	Notes
GGUF	Q3_K_S	0.8
GGUF	Q2_K	0.8
GGUF	IQ4_XS	0.8
GGUF	Q3_K_M	0.8	lower quality
GGUF	Q3_K_L	0.9
GGUF	Q4_K_S	0.9	fast, recommended
GGUF	Q4_K_M	0.9	fast, recommended
GGUF	Q5_K_S	0.9
GGUF	Q5_K_M	1.0
GGUF	Q6_K	1.1	very good quality
GGUF	Q8_0	1.2	fast, best quality
GGUF	f16	2.1	16 bpw, overkill

Here is a handy graph by ikawrakow comparing some lower-quality quant types (lower is better):

And here are Artefact2's thoughts on the matter: https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9

FAQ / Model Request

See https://huggingface.co/mradermacher/model_requests for some answers to questions you might have and/or if you want some other model quantized.

Thanks

I thank my company, nethype GmbH, for letting me use its servers and providing upgrades to my workstation to enable this work in my free time.