Instructions to use Naphula-Archives/Checkpoint-GGUFs with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use Naphula-Archives/Checkpoint-GGUFs 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 Naphula-Archives/Checkpoint-GGUFs:Q6_K # Run inference directly in the terminal: llama cli -hf Naphula-Archives/Checkpoint-GGUFs:Q6_K
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf Naphula-Archives/Checkpoint-GGUFs:Q6_K # Run inference directly in the terminal: llama cli -hf Naphula-Archives/Checkpoint-GGUFs:Q6_K
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 Naphula-Archives/Checkpoint-GGUFs:Q6_K # Run inference directly in the terminal: ./llama-cli -hf Naphula-Archives/Checkpoint-GGUFs:Q6_K
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 Naphula-Archives/Checkpoint-GGUFs:Q6_K # Run inference directly in the terminal: ./build/bin/llama-cli -hf Naphula-Archives/Checkpoint-GGUFs:Q6_K
Use Docker
docker model run hf.co/Naphula-Archives/Checkpoint-GGUFs:Q6_K
- LM Studio
- Jan
- Ollama
How to use Naphula-Archives/Checkpoint-GGUFs with Ollama:
ollama run hf.co/Naphula-Archives/Checkpoint-GGUFs:Q6_K
- Unsloth Desktop
- Docker Model Runner
How to use Naphula-Archives/Checkpoint-GGUFs with Docker Model Runner:
docker model run hf.co/Naphula-Archives/Checkpoint-GGUFs:Q6_K
- Lemonade
How to use Naphula-Archives/Checkpoint-GGUFs with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull Naphula-Archives/Checkpoint-GGUFs:Q6_K
Run and chat with the model
lemonade run user.Checkpoint-GGUFs-Q6_K
List all available models
lemonade list
- Atomic Chat
Download YML/C77.yml from Naphula-Archives/Checkpoint-GGUFs: direct link, hf CLI and curl.
- Browser
- Download file 1.37 kB
-
https://huggingface.co/Naphula-Archives/Checkpoint-GGUFs/resolve/main/YML/C77.yml
- Command line
-
hf download hf://Naphula-Archives/Checkpoint-GGUFs/YML/C77.yml
-
curl -L -o C77.yml https://huggingface.co/Naphula-Archives/Checkpoint-GGUFs/resolve/main/YML/C77.yml
1.37 kB
| architecture: MistralForCausalLM | |
| models: | |
| - model: B:\24B\Darkhn--Magistral-2509-24B-Text-Only | |
| # - model: B:\24B\!models--anthracite-core--Mistral-Small-3.2-24B-Instruct-2506-Text-Only | |
| - model: B:\24B\!BeaverAI_Fallen-Mistral-Small-3.1-24B-v1e_textonly | |
| parameters: | |
| weight: 0.1 | |
| density: 0.9 | |
| epsilon: 0.09 | |
| - model: B:\24B\PrivateMerge29 # This merge is no longer available on HF | |
| parameters: | |
| weight: 0.1 | |
| density: 0.9 | |
| epsilon: 0.09 | |
| - model: B:\24B\!models--TheDrummer--Precog-24B-v1 | |
| parameters: | |
| weight: 0.5 | |
| density: 0.9 | |
| epsilon: 0.09 | |
| - model: B:\24B\!models--TheDrummer--Magidonia-24B-v4.3 | |
| parameters: | |
| weight: 0.5 | |
| density: 0.9 | |
| epsilon: 0.09 | |
| - model: B:\24B\!models--zerofata--MS3.2-PaintedFantasy-v4.1-24B | |
| parameters: | |
| weight: 0.4 | |
| density: 0.9 | |
| epsilon: 0.09 | |
| - model: B:\24B\!models--LatitudeGames--Hearthfire-24B | |
| parameters: | |
| weight: 0.4 | |
| density: 0.9 | |
| epsilon: 0.09 | |
| merge_method: della | |
| # base_model: B:\24B\!models--anthracite-core--Mistral-Small-3.2-24B-Instruct-2506-Text-Only | |
| base_model: B:\24B\Darkhn--Magistral-2509-24B-Text-Only | |
| parameters: | |
| lambda: 1.0 | |
| normalize: false | |
| int8_mask: false | |
| rescale: true | |
| tokenizer: | |
| source: union | |
| dtype: float32 | |
| out_dtype: bfloat16 | |
| name: C77 |