Question Answering
Transformers
Safetensors
gemma3_text
text-generation
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
chat-model
generative-ai
optimized-model
unsloth
trl
sft
chemistry
biology
finance
legal
music
art
code
climate
medical
agent
text-generation-inference
gemma3
mergekit
Merge
uncensored
heretic
abliterated
roleplay
nsfw
trash
prototype
virus
progenitor
low-end
conversational
Not-For-All-Audiences
Instructions to use UmbrellaInc/Prototype-Virus-1B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use UmbrellaInc/Prototype-Virus-1B with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("question-answering", model="UmbrellaInc/Prototype-Virus-1B") messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("UmbrellaInc/Prototype-Virus-1B") model = AutoModelForCausalLM.from_pretrained("UmbrellaInc/Prototype-Virus-1B") - Notebooks
- Google Colab
- Kaggle
- Local Apps
- Unsloth Studio new
How to use UmbrellaInc/Prototype-Virus-1B with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for UmbrellaInc/Prototype-Virus-1B to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for UmbrellaInc/Prototype-Virus-1B to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for UmbrellaInc/Prototype-Virus-1B to start chatting
Load model with FastModel
pip install unsloth from unsloth import FastModel model, tokenizer = FastModel.from_pretrained( model_name="UmbrellaInc/Prototype-Virus-1B", max_seq_length=2048, )
Not-For-All-Audiences
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