Instructions to use SpaceGhost/SpaceCode-E2B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use SpaceGhost/SpaceCode-E2B 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 SpaceGhost/SpaceCode-E2B:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf SpaceGhost/SpaceCode-E2B:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf SpaceGhost/SpaceCode-E2B:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf SpaceGhost/SpaceCode-E2B:Q4_K_M

Build from source code

git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-app
# Start a local OpenAI-compatible server with a web UI:
./build/bin/llama serve -hf SpaceGhost/SpaceCode-E2B:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama cli -hf SpaceGhost/SpaceCode-E2B:Q4_K_M

Use Docker

docker model run hf.co/SpaceGhost/SpaceCode-E2B:Q4_K_M

Llama new
LM Studio
Jan

vLLM

How to use SpaceGhost/SpaceCode-E2B with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "SpaceGhost/SpaceCode-E2B"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "SpaceGhost/SpaceCode-E2B",
		"messages": [
			{
				"role": "user",
				"content": [
					{
						"type": "text",
						"text": "Describe this image in one sentence."
					},
					{
						"type": "image_url",
						"image_url": {
							"url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg"
						}
					}
				]
			}
		]
	}'

Use Docker

docker model run hf.co/SpaceGhost/SpaceCode-E2B:Q4_K_M

Ollama
How to use SpaceGhost/SpaceCode-E2B with Ollama:
```
ollama run hf.co/SpaceGhost/SpaceCode-E2B:Q4_K_M
```
Unsloth Desktop

How to use SpaceGhost/SpaceCode-E2B with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf SpaceGhost/SpaceCode-E2B:Q4_K_M

Configure the model in Pi

# Install Pi:
npm install -g @earendil-works/pi-coding-agent
# Add to ~/.pi/agent/models.json:
{
  "providers": {
    "llama-cpp": {
      "baseUrl": "http://localhost:8080/v1",
      "api": "openai-completions",
      "apiKey": "none",
      "models": [
        {
          "id": "SpaceGhost/SpaceCode-E2B:Q4_K_M"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Docker Model Runner
How to use SpaceGhost/SpaceCode-E2B with Docker Model Runner:
```
docker model run hf.co/SpaceGhost/SpaceCode-E2B:Q4_K_M
```

Lemonade

How to use SpaceGhost/SpaceCode-E2B with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull SpaceGhost/SpaceCode-E2B:Q4_K_M

Run and chat with the model

lemonade run user.SpaceCode-E2B-Q4_K_M

List all available models

lemonade list

Hermes Agent

How to use SpaceGhost/SpaceCode-E2B with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf SpaceGhost/SpaceCode-E2B:Q4_K_M

Configure Hermes

# Install Hermes:
curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash
hermes setup
# Point Hermes at the local server:
hermes config set model.provider custom
hermes config set model.base_url http://127.0.0.1:8080/v1
hermes config set model.default SpaceGhost/SpaceCode-E2B:Q4_K_M

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use SpaceGhost/SpaceCode-E2B with OpenClaw:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf SpaceGhost/SpaceCode-E2B:Q4_K_M

Configure OpenClaw

# Install OpenClaw:
npm install -g openclaw@latest
# Register the local server and set it as the default model:
openclaw onboard --non-interactive --mode local \
  --auth-choice custom-api-key \
  --custom-base-url http://127.0.0.1:8080/v1 \
  --custom-model-id "SpaceGhost/SpaceCode-E2B:Q4_K_M" \
  --custom-provider-id llama-cpp \
  --custom-compatibility openai \
  --custom-text-input \
  --accept-risk \
  --skip-health

Run OpenClaw

openclaw agent --local --agent main --message "Hello from Hugging Face"

SpaceGhost commited on 2 days ago

Commit

0622fe3

verified ·

1 Parent(s): 4094c87

feat(v12): add quantized GGUF Q8_0, Q4_K_M and Modelfile for Ollama

Browse files

Files changed (5) hide show

.gitattributes +2 -0
gguf/GGUF_V12_MANIFEST.json +20 -0
gguf/Modelfile +14 -0
gguf/SpaceCode-E2B-V12-Q4_K_M.gguf +3 -0
gguf/SpaceCode-E2B-V12-Q8_0.gguf +3 -0

.gitattributes CHANGED Viewed

@@ -36,3 +36,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 tokenizer.json filter=lfs diff=lfs merge=lfs -text
 Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
 mmproj-F16.gguf filter=lfs diff=lfs merge=lfs -text

 tokenizer.json filter=lfs diff=lfs merge=lfs -text
 Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
 mmproj-F16.gguf filter=lfs diff=lfs merge=lfs -text
+gguf/SpaceCode-E2B-V12-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+gguf/SpaceCode-E2B-V12-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text

gguf/GGUF_V12_MANIFEST.json ADDED Viewed

	@@ -0,0 +1,20 @@

+{
+  "version": "v12",
+  "artifacts": {
+    "SpaceCode-E2B-V12-Q8_0.gguf": {
+      "size_bytes": 4947414592,
+      "sha256": "b7e9caa9236be6e4db47bfd91fbe1e7b86155dbd415bbc3ca1190b8e1e70e4b3",
+      "type": "Q8_0 (Alta precis\u00e3o / Refer\u00eancia)"
+    },
+    "SpaceCode-E2B-V12-Q4_K_M.gguf": {
+      "size_bytes": 3416119872,
+      "sha256": "7c5ef93c767cf2c60d650791c01c7898faaa3d6dd33a4e4f7f17e63812bab460",
+      "type": "Q4_K_M (Otimizado para recursos limitados)"
+    },
+    "Modelfile": {
+      "size_bytes": 424,
+      "sha256": "f7e0b0216f7bbac6069af47f339593b7ec7bfacf81fa0a09904a20bab271d092",
+      "type": "Ollama Modelfile com templates oficiais Gemma 4"
+    }
+  }
+}

gguf/Modelfile ADDED Viewed

	@@ -0,0 +1,14 @@

+# Modelfile oficial para SpaceCode-E2B V12 (Ollama)
+FROM ./SpaceCode-E2B-V12-Q4_K_M.gguf
+PARAMETER temperature 0.0
+PARAMETER stop "<end_of_turn>"
+PARAMETER stop "<eos>"
+PARAMETER stop "<start_of_turn>"
+TEMPLATE """<start_of_turn>user
+{{ .Prompt }}<end_of_turn>
+<start_of_turn>model
+"""
+SYSTEM """Você é o SpaceCode-E2B, assistente especializado em Engenharia de Software, Desenvolvimento Web/Mobile e Tutoria Técnica."""

gguf/SpaceCode-E2B-V12-Q4_K_M.gguf ADDED Viewed

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+size 3416119872

gguf/SpaceCode-E2B-V12-Q8_0.gguf ADDED Viewed

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