Quantized Models (GGUF, IQ, Imatrix)
Collection
Various GGUF quantizations of small models. Models with a "checkmark" are personal favorites. An "orange arrow" means it's being uploaded. β’ 97 items β’ Updated β’ 72
How to use Lewdiculous/CaptainErisNebula-12B-Chimera-v1.1-GGUF-IQ-Imatrix with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="Lewdiculous/CaptainErisNebula-12B-Chimera-v1.1-GGUF-IQ-Imatrix", filename="ARM-CaptainErisNebula-12B-Chimera-v1.1-Q4_0-imat.gguf", )
llm.create_chat_completion( messages = "No input example has been defined for this model task." )
How to use Lewdiculous/CaptainErisNebula-12B-Chimera-v1.1-GGUF-IQ-Imatrix with llama.cpp:
brew install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf Lewdiculous/CaptainErisNebula-12B-Chimera-v1.1-GGUF-IQ-Imatrix:Q4_K_M # Run inference directly in the terminal: llama-cli -hf Lewdiculous/CaptainErisNebula-12B-Chimera-v1.1-GGUF-IQ-Imatrix:Q4_K_M
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf Lewdiculous/CaptainErisNebula-12B-Chimera-v1.1-GGUF-IQ-Imatrix:Q4_K_M # Run inference directly in the terminal: llama-cli -hf Lewdiculous/CaptainErisNebula-12B-Chimera-v1.1-GGUF-IQ-Imatrix:Q4_K_M
# 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 Lewdiculous/CaptainErisNebula-12B-Chimera-v1.1-GGUF-IQ-Imatrix:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf Lewdiculous/CaptainErisNebula-12B-Chimera-v1.1-GGUF-IQ-Imatrix:Q4_K_M
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 Lewdiculous/CaptainErisNebula-12B-Chimera-v1.1-GGUF-IQ-Imatrix:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf Lewdiculous/CaptainErisNebula-12B-Chimera-v1.1-GGUF-IQ-Imatrix:Q4_K_M
docker model run hf.co/Lewdiculous/CaptainErisNebula-12B-Chimera-v1.1-GGUF-IQ-Imatrix:Q4_K_M
How to use Lewdiculous/CaptainErisNebula-12B-Chimera-v1.1-GGUF-IQ-Imatrix with Ollama:
ollama run hf.co/Lewdiculous/CaptainErisNebula-12B-Chimera-v1.1-GGUF-IQ-Imatrix:Q4_K_M
How to use Lewdiculous/CaptainErisNebula-12B-Chimera-v1.1-GGUF-IQ-Imatrix with Unsloth Studio:
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 Lewdiculous/CaptainErisNebula-12B-Chimera-v1.1-GGUF-IQ-Imatrix to start chatting
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 Lewdiculous/CaptainErisNebula-12B-Chimera-v1.1-GGUF-IQ-Imatrix to start chatting
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for Lewdiculous/CaptainErisNebula-12B-Chimera-v1.1-GGUF-IQ-Imatrix to start chatting
How to use Lewdiculous/CaptainErisNebula-12B-Chimera-v1.1-GGUF-IQ-Imatrix with Docker Model Runner:
docker model run hf.co/Lewdiculous/CaptainErisNebula-12B-Chimera-v1.1-GGUF-IQ-Imatrix:Q4_K_M
How to use Lewdiculous/CaptainErisNebula-12B-Chimera-v1.1-GGUF-IQ-Imatrix with Lemonade:
# Download Lemonade from https://lemonade-server.ai/ lemonade pull Lewdiculous/CaptainErisNebula-12B-Chimera-v1.1-GGUF-IQ-Imatrix:Q4_K_M
lemonade run user.CaptainErisNebula-12B-Chimera-v1.1-GGUF-IQ-Imatrix-Q4_K_M
lemonade list
GGUF quants for Nitral-AI/CaptainErisNebula-12B-Chimera-v1.1's recipe.
Author recommended initial SillyTavern presets:
This is an improvement on the previous experimental version.
- Not "chaotic", and at a usable size for most people seeking to perform inference locally with good speeds.
- The model does not show excessive alignment, so it should be good for most scenarios/writing situations.
- Feel free to use some light system prompting to nudge it out of a blocker if needed.
- It does well in adhering to characters and instructions.
Thank you so much, "crazy chef" and "mad scientist", Nitral!
# Using the latest llama.cpp ...
release version at the time: b6258.
# Imatrix was based on the full ...
FP16 precision GGUF.
START: BF16 HuggingFace Model
β
(1) Conversion to Full-Precision GGUF
β
FP16 GGUF (for Calibration Imatrix)
BF16 GGUF (for Quantization)
β
(2) Generate Imatrix (from FP16 GGUF)
β
imatrix.fp16.gguf
β
(3) Quantize with Imatrix (using BF16 GGUF)
β
Final Quantized GGUF Models
β
END
Base model
Nitral-AI/CaptainErisNebula-12B-Chimera-v1.1