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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 +language: +- 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 +library_name: transformers +license: gemma +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- 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 + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/UmbrellaInc/Prototype-Virus-1B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Prototype-Virus-1B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/Prototype-Virus-1B-GGUF +## Usage + +If you are unsure how to use GGUF files, refer to one of [TheBloke's +READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) 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](https://huggingface.co/mradermacher/Prototype-Virus-1B-i1-GGUF/resolve/main/Prototype-Virus-1B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/Prototype-Virus-1B-i1-GGUF/resolve/main/Prototype-Virus-1B.i1-IQ1_S.gguf) | i1-IQ1_S | 0.7 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Prototype-Virus-1B-i1-GGUF/resolve/main/Prototype-Virus-1B.i1-IQ1_M.gguf) | i1-IQ1_M | 0.7 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Prototype-Virus-1B-i1-GGUF/resolve/main/Prototype-Virus-1B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/Prototype-Virus-1B-i1-GGUF/resolve/main/Prototype-Virus-1B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/Prototype-Virus-1B-i1-GGUF/resolve/main/Prototype-Virus-1B.i1-IQ2_S.gguf) | i1-IQ2_S | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/Prototype-Virus-1B-i1-GGUF/resolve/main/Prototype-Virus-1B.i1-IQ2_M.gguf) | i1-IQ2_M | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/Prototype-Virus-1B-i1-GGUF/resolve/main/Prototype-Virus-1B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 0.8 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/Prototype-Virus-1B-i1-GGUF/resolve/main/Prototype-Virus-1B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 0.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Prototype-Virus-1B-i1-GGUF/resolve/main/Prototype-Virus-1B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 0.8 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Prototype-Virus-1B-i1-GGUF/resolve/main/Prototype-Virus-1B.i1-IQ3_S.gguf) | i1-IQ3_S | 0.8 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Prototype-Virus-1B-i1-GGUF/resolve/main/Prototype-Virus-1B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/Prototype-Virus-1B-i1-GGUF/resolve/main/Prototype-Virus-1B.i1-Q2_K.gguf) | i1-Q2_K | 0.8 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Prototype-Virus-1B-i1-GGUF/resolve/main/Prototype-Virus-1B.i1-IQ3_M.gguf) | i1-IQ3_M | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/Prototype-Virus-1B-i1-GGUF/resolve/main/Prototype-Virus-1B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/Prototype-Virus-1B-i1-GGUF/resolve/main/Prototype-Virus-1B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 0.8 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/Prototype-Virus-1B-i1-GGUF/resolve/main/Prototype-Virus-1B.i1-Q4_0.gguf) | i1-Q4_0 | 0.8 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Prototype-Virus-1B-i1-GGUF/resolve/main/Prototype-Virus-1B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 0.8 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Prototype-Virus-1B-i1-GGUF/resolve/main/Prototype-Virus-1B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 0.9 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Prototype-Virus-1B-i1-GGUF/resolve/main/Prototype-Virus-1B.i1-Q4_1.gguf) | i1-Q4_1 | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/Prototype-Virus-1B-i1-GGUF/resolve/main/Prototype-Virus-1B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 0.9 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Prototype-Virus-1B-i1-GGUF/resolve/main/Prototype-Virus-1B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 0.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Prototype-Virus-1B-i1-GGUF/resolve/main/Prototype-Virus-1B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/Prototype-Virus-1B-i1-GGUF/resolve/main/Prototype-Virus-1B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/Prototype-Virus-1B-i1-GGUF/resolve/main/Prototype-Virus-1B.i1-Q6_K.gguf) | i1-Q6_K | 1.1 | practically like static Q6_K | + +Here is a handy graph by ikawrakow comparing some lower-quality quant +types (lower is better): + +![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png) + +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](https://www.nethype.de/), for letting +me use its servers and providing upgrades to my workstation to enable +this work in my free time. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to. + +