Vorenthos-Instruct-7b — Ollama Export

Exported from a local Ollama installation and uploaded to the Hugging Face Hub by vorenthiclabs.

Model Details

Field	Value
Base model	Vorenthos-Instruct-7b
Tag / variant	latest
Model type	Text Generation
Format	GGUF (llama.cpp-compatible)
Total size	4.37 GB
Layers	4

Quick Start

With Ollama (recommended)

ollama pull Vorenthos-Instruct-7b
ollama run Vorenthos-Instruct-7b

With llama.cpp / llama-cpp-python (GGUF)

from llama_cpp import Llama

llm = Llama.from_pretrained(
    repo_id="vorenthiclabs/Vorenthos-Instruct-7b",
    filename="*.gguf",
)
output = llm("Hello, who are you?", max_tokens=256)
print(output["choices"][0]["text"])

With Hugging Face transformers + GGUF support

from transformers import AutoModelForCausalLM, AutoTokenizer

tokenizer = AutoTokenizer.from_pretrained("vorenthiclabs/Vorenthos-Instruct-7b")
model     = AutoModelForCausalLM.from_pretrained("vorenthiclabs/Vorenthos-Instruct-7b")

File Structure

File	Description
config.json	Ollama model configuration / metadata
model-*.gguf	Quantised weights in GGUF format
tokenizer.jinja	Chat template
params.json	Generation parameters (temperature, top-p, …)
system_prompt.txt	Default system prompt embedded in the model

License

Please check the original model's license before redistribution.
This upload is provided as-is for research and experimentation.

About vorenthiclabs

Visit us at https://huggingface.co/vorenthiclabs.