Instructions to use XcaliburMoon/XcaliburBiz-1.8B-report with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries
PEFT
How to use XcaliburMoon/XcaliburBiz-1.8B-report with PEFT:
```
Task type is invalid.
```
Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use XcaliburMoon/XcaliburBiz-1.8B-report 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 XcaliburMoon/XcaliburBiz-1.8B-report:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf XcaliburMoon/XcaliburBiz-1.8B-report:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf XcaliburMoon/XcaliburBiz-1.8B-report:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf XcaliburMoon/XcaliburBiz-1.8B-report: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 XcaliburMoon/XcaliburBiz-1.8B-report:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf XcaliburMoon/XcaliburBiz-1.8B-report: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 XcaliburMoon/XcaliburBiz-1.8B-report:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf XcaliburMoon/XcaliburBiz-1.8B-report:Q4_K_M

Use Docker

docker model run hf.co/XcaliburMoon/XcaliburBiz-1.8B-report:Q4_K_M

LM Studio
Jan

vLLM

How to use XcaliburMoon/XcaliburBiz-1.8B-report with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "XcaliburMoon/XcaliburBiz-1.8B-report"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "XcaliburMoon/XcaliburBiz-1.8B-report",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/XcaliburMoon/XcaliburBiz-1.8B-report:Q4_K_M

Ollama
How to use XcaliburMoon/XcaliburBiz-1.8B-report with Ollama:
```
ollama run hf.co/XcaliburMoon/XcaliburBiz-1.8B-report:Q4_K_M
```
Unsloth Desktop
Docker Model Runner
How to use XcaliburMoon/XcaliburBiz-1.8B-report with Docker Model Runner:
```
docker model run hf.co/XcaliburMoon/XcaliburBiz-1.8B-report:Q4_K_M
```

Lemonade

How to use XcaliburMoon/XcaliburBiz-1.8B-report with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull XcaliburMoon/XcaliburBiz-1.8B-report:Q4_K_M

Run and chat with the model

lemonade run user.XcaliburBiz-1.8B-report-Q4_K_M

List all available models

lemonade list

Atomic Chat

XcaliburBiz-1.8B-report / quantize_record.json

XcaliburMoon

upload

82ea6ee verified 5 days ago

Raw History Blame Contribute Delete

1.1 kB

	{
	"stage": "quantize",
	"merged": "/workspace/xcaliburbiz/out/merged-bf16",
	"f16": "/workspace/xcaliburbiz/out/gguf/xcaliburbiz-f16.gguf",
	"quants": {
	"xcaliburbiz-Q8_0.gguf": 1958304512,
	"xcaliburbiz-Q6_K.gguf": 1579027200,
	"xcaliburbiz-Q5_K_M.gguf": 1376776960,
	"xcaliburbiz-Q4_K_M.gguf": 1217753856,
	"xcaliburbiz-Q3_K_M.gguf": 1015880448,
	"xcaliburbiz-Q2_K.gguf": 846570240
	},
	"quants_sha256": {
	"xcaliburbiz-Q8_0.gguf": "7405d4a7baa99fa38e8dfae73807e440ce551f229cfbccd79de4342c60b58bb5",
	"xcaliburbiz-Q6_K.gguf": "cf39520a8e6d18113fae5789ea8b362fc9451b83afa6fdbf6719f044b086504b",
	"xcaliburbiz-Q5_K_M.gguf": "332bb0871e80a93a6d7c62d02f17ddc136ff73012ca18800fb92c4517ed74f4a",
	"xcaliburbiz-Q4_K_M.gguf": "9c0a8a5b46e4b208a5eca6d4003290e4bc2e03f517ad5f53241d056676cd8d6e",
	"xcaliburbiz-Q3_K_M.gguf": "aa2791280ccc0dd92f2930bc45b6e7b33ea61d5300ae6600d750c7a6796c8cb6",
	"xcaliburbiz-Q2_K.gguf": "2a220758bef938fd622020e7525dd8e89f195db1eedb386dfe6316ccf9b3ac60"
	},
	"onnx": "/workspace/xcaliburbiz/out/gguf/onnx",
	"onnx_dtype": "fp16"
	}