GGUF
Merge
mergekit
della-linear
Hermes3
SuperNova
Purosani
Llama3.1
Casual-Autopsy/L3-bluuwhale-SAO-MIX-8B
instruction-following
long-form-generation
storytelling
llama-cpp
gguf-my-repo
Instructions to use ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- llama-cpp-python
How to use ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF", filename="l3sao-mix-superhermes-novapurosani-8b-q4_0.gguf", )
output = llm( "Once upon a time,", max_tokens=512, echo=True ) print(output)
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-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 ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF:Q4_0 # Run inference directly in the terminal: llama cli -hf ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF:Q4_0
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF:Q4_0 # Run inference directly in the terminal: llama cli -hf ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF:Q4_0
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 ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF:Q4_0 # Run inference directly in the terminal: ./llama-cli -hf ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF:Q4_0
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 ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF:Q4_0 # Run inference directly in the terminal: ./build/bin/llama-cli -hf ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF:Q4_0
Use Docker
docker model run hf.co/ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF:Q4_0
- LM Studio
- Jan
- Ollama
How to use ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF with Ollama:
ollama run hf.co/ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF:Q4_0
- Unsloth Studio
How to use ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF 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 ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF 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 ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF to start chatting
- Atomic Chat new
- Docker Model Runner
How to use ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF with Docker Model Runner:
docker model run hf.co/ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF:Q4_0
- Lemonade
How to use ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF:Q4_0
Run and chat with the model
lemonade run user.L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF-Q4_0
List all available models
lemonade list
| base_model: ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B | |
| license: apache-2.0 | |
| tags: | |
| - merge | |
| - mergekit | |
| - della-linear | |
| - Hermes3 | |
| - SuperNova | |
| - Purosani | |
| - Llama3.1 | |
| - Casual-Autopsy/L3-bluuwhale-SAO-MIX-8B | |
| - instruction-following | |
| - long-form-generation | |
| - storytelling | |
| - llama-cpp | |
| - gguf-my-repo | |
| # ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF | |
| This model was converted to GGUF format from [`ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B`](https://huggingface.co/ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space. | |
| Refer to the [original model card](https://huggingface.co/ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B) for more details on the model. | |
| ## Use with llama.cpp | |
| Install llama.cpp through brew (works on Mac and Linux) | |
| ```bash | |
| brew install llama.cpp | |
| ``` | |
| Invoke the llama.cpp server or the CLI. | |
| ### CLI: | |
| ```bash | |
| llama-cli --hf-repo ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF --hf-file l3sao-mix-superhermes-novapurosani-8b-q4_0.gguf -p "The meaning to life and the universe is" | |
| ``` | |
| ### Server: | |
| ```bash | |
| llama-server --hf-repo ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF --hf-file l3sao-mix-superhermes-novapurosani-8b-q4_0.gguf -c 2048 | |
| ``` | |
| Note: You can also use this checkpoint directly through the [usage steps](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#usage) listed in the Llama.cpp repo as well. | |
| Step 1: Clone llama.cpp from GitHub. | |
| ``` | |
| git clone https://github.com/ggerganov/llama.cpp | |
| ``` | |
| Step 2: Move into the llama.cpp folder and build it with `LLAMA_CURL=1` flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux). | |
| ``` | |
| cd llama.cpp && LLAMA_CURL=1 make | |
| ``` | |
| Step 3: Run inference through the main binary. | |
| ``` | |
| ./llama-cli --hf-repo ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF --hf-file l3sao-mix-superhermes-novapurosani-8b-q4_0.gguf -p "The meaning to life and the universe is" | |
| ``` | |
| or | |
| ``` | |
| ./llama-server --hf-repo ZeroXClem/L3SAO-Mix-SuperHermes-NovaPurosani-8B-Q4_0-GGUF --hf-file l3sao-mix-superhermes-novapurosani-8b-q4_0.gguf -c 2048 | |
| ``` | |