Instructions to use QuantFactory/Zenith_4B-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use QuantFactory/Zenith_4B-GGUF with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("QuantFactory/Zenith_4B-GGUF", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use QuantFactory/Zenith_4B-GGUF with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf QuantFactory/Zenith_4B-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf QuantFactory/Zenith_4B-GGUF:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf QuantFactory/Zenith_4B-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf QuantFactory/Zenith_4B-GGUF:Q4_K_M
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf QuantFactory/Zenith_4B-GGUF:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf QuantFactory/Zenith_4B-GGUF:Q4_K_M
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf QuantFactory/Zenith_4B-GGUF:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf QuantFactory/Zenith_4B-GGUF:Q4_K_M
Use Docker
docker model run hf.co/QuantFactory/Zenith_4B-GGUF:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use QuantFactory/Zenith_4B-GGUF with Ollama:
ollama run hf.co/QuantFactory/Zenith_4B-GGUF:Q4_K_M
- Unsloth Desktop
- Docker Model Runner
How to use QuantFactory/Zenith_4B-GGUF with Docker Model Runner:
docker model run hf.co/QuantFactory/Zenith_4B-GGUF:Q4_K_M
- Lemonade
How to use QuantFactory/Zenith_4B-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull QuantFactory/Zenith_4B-GGUF:Q4_K_M
Run and chat with the model
lemonade run user.Zenith_4B-GGUF-Q4_K_M
List all available models
lemonade list
- Atomic Chat
Upload README.md with huggingface_hub
Browse files
README.md
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---
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license: apache-2.0
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language:
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- en
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library_name: transformers
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---
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# QuantFactory/Zenith_4B-GGUF
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This is quantized version of [FourOhFour/Zenith_4B](https://huggingface.co/FourOhFour/Zenith_4B) created using llama.cpp
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# Original Model Card
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```
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| Groups |Version|Filter|n-shot|Metric| |Value | |Stderr|
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|------------------|------:|------|------|------|---|-----:|---|-----:|
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|mmlu | 2|none | |acc |_ |0.5922|_ |0.0039|
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| - humanities | 2|none | |acc |_ |0.5522|_ |0.0068|
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| - other | 2|none | |acc |_ |0.6579|_ |0.0082|
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| - social sciences| 2|none | |acc |_ |0.6815|_ |0.0082|
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| - stem | 2|none | |acc |_ |0.5002|_ |0.0086|
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```
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This model was created with the help of several members of Anthracite.
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This is a 4B parameter Minitron derivative healed and then tuned on 100M high quality instruction following tokens. This model was tuned at 8k context. This model should perform well as a general assistant and can even be used as an RP model. Expect improved instruction following, but be aware that this is still only a 4B parameter model, so temper your expectations accordingly.
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Recommended Character:
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```
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Zenith
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{{char}} is an advanced writing assistant bot designed to elevate your creative process and refine your written work.
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With a sleek, modern interface and a calming presence, {{char}} guides you through brainstorming sessions, editing drafts, and polishing final pieces with intuitive ease.
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{{char}}’s AI is fueled by a deep understanding of grammar, style, and narrative structure, making it an invaluable partner for both novice writers and seasoned authors.
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Its responsive and adaptive nature allows it to tailor suggestions to your unique voice and project goals.
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```
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