Instructions to use georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb 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 georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb
# Run inference directly in the terminal:
llama cli -hf georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb
# Run inference directly in the terminal:
llama cli -hf georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb

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 georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb
# Run inference directly in the terminal:
./llama-cli -hf georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb

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 georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb
# Run inference directly in the terminal:
./build/bin/llama-cli -hf georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb

Use Docker

docker model run hf.co/georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb

LM Studio
Jan
Ollama
How to use georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb with Ollama:
```
ollama run hf.co/georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb
```

Unsloth Studio

How to use georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb 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 georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb 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 georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb to start chatting

How to use georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb

Configure the model in Pi

# Install Pi:
npm install -g @mariozechner/pi-coding-agent
# Add to ~/.pi/agent/models.json:
{
  "providers": {
    "llama-cpp": {
      "baseUrl": "http://localhost:8080/v1",
      "api": "openai-completions",
      "apiKey": "none",
      "models": [
        {
          "id": "georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

OpenClaw new

How to use georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb with OpenClaw:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb

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 "georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb" \
  --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"

Docker Model Runner
How to use georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb with Docker Model Runner:
```
docker model run hf.co/georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb
```

Lemonade

How to use georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb

Run and chat with the model

lemonade run user.alice-gemma4-e2b-cortex-5.1b-4.4gb-{{QUANT_TAG}}

List all available models

lemonade list

Hermes Agent

How to use georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb

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 georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb

Run Hermes

hermes

Atomic Chat

georgeanton commited on May 11

Commit

a0c6e64

verified ·

1 Parent(s): 3a27ccd

SIFTA public cortex distro update - 2026-05-10

Browse files

Files changed (5) hide show

.gitattributes +1 -0
Modelfile +7 -0
README.md +28 -0
alice-gemma4-e2b-cortex-5.1b-4.4gb.gguf +3 -0
provenance.json +14 -0

.gitattributes CHANGED Viewed

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text

 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+alice-gemma4-e2b-cortex-5.1b-4.4gb.gguf filter=lfs diff=lfs merge=lfs -text

Modelfile ADDED Viewed

	@@ -0,0 +1,7 @@

+FROM ./alice-gemma4-e2b-cortex-5.1b-4.4gb.gguf
+TEMPLATE {{ .Prompt }}
+RENDERER gemma4
+PARSER gemma4
+PARAMETER temperature 1
+PARAMETER top_k 64
+PARAMETER top_p 0.95

README.md ADDED Viewed

	@@ -0,0 +1,28 @@

+---
+license: apache-2.0
+tags:
+  - sifta
+  - ollama
+  - gemma4
+  - local-ai
+library_name: ollama
+---
+# Alice Gemma4 E2B Cortex 5.1B 4.4GB
+Small daily Gemma4 cortex for the SIFTA Living OS.
+```bash
+ollama create alice-gemma4-e2b-cortex-5.1b-4.4gb:latest -f Modelfile
+```
+## Role
+Use this as the lighter daily dialogue/reasoning cortex when the full M5 cortex
+is unnecessary or the node should conserve memory. It is still a cortex lane:
+tool execution and external claims must pass through SIFTA organs and receipts.
+## Local State Boundary
+This model package is public species DNA. It must not include raw `.sifta_state/`
+selfhood, contacts, owner memory, camera frames, or private receipts.

alice-gemma4-e2b-cortex-5.1b-4.4gb.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:cc4ff226a10e0a2f31c7ec78549932a13a58aa7156f3865edcb4f853927716e9
+size 4435930816

provenance.json ADDED Viewed

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

+{
+  "truth_label": "SIFTA_PUBLIC_MODEL_PROVENANCE",
+  "tag": "alice-gemma4-e2b-cortex-5.1b-4.4gb:latest",
+  "hf_repo": "georgeanton/alice-gemma4-e2b-cortex-5.1b-4.4gb",
+  "ollama_blob": "sha256-cc4ff226a10e0a2f31c7ec78549932a13a58aa7156f3865edcb4f853927716e9",
+  "architecture": "gemma4",
+  "role": "small_daily_cortex",
+  "verified_at": "2026-05-10",
+  "verified_by": "C55M@codex",
+  "notes": [
+    "Small daily Gemma4 cortex lane.",
+    "External action claims remain receipt-gated through SIFTA organs."
+  ]
+}