Instructions to use HelioAI/LFM3-1.7B-inference-modules-experiments with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use HelioAI/LFM3-1.7B-inference-modules-experiments 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 HelioAI/LFM3-1.7B-inference-modules-experiments:Q5_K_M
# Run inference directly in the terminal:
llama cli -hf HelioAI/LFM3-1.7B-inference-modules-experiments:Q5_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf HelioAI/LFM3-1.7B-inference-modules-experiments:Q5_K_M
# Run inference directly in the terminal:
llama cli -hf HelioAI/LFM3-1.7B-inference-modules-experiments:Q5_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 HelioAI/LFM3-1.7B-inference-modules-experiments:Q5_K_M
# Run inference directly in the terminal:
./build/bin/llama cli -hf HelioAI/LFM3-1.7B-inference-modules-experiments:Q5_K_M

Use Docker

docker model run hf.co/HelioAI/LFM3-1.7B-inference-modules-experiments:Q5_K_M

Llama new
LM Studio
Jan
Ollama
How to use HelioAI/LFM3-1.7B-inference-modules-experiments with Ollama:
```
ollama run hf.co/HelioAI/LFM3-1.7B-inference-modules-experiments:Q5_K_M
```
Unsloth Desktop

How to use HelioAI/LFM3-1.7B-inference-modules-experiments with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf HelioAI/LFM3-1.7B-inference-modules-experiments:Q5_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": "HelioAI/LFM3-1.7B-inference-modules-experiments:Q5_K_M"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Docker Model Runner
How to use HelioAI/LFM3-1.7B-inference-modules-experiments with Docker Model Runner:
```
docker model run hf.co/HelioAI/LFM3-1.7B-inference-modules-experiments:Q5_K_M
```

Lemonade

How to use HelioAI/LFM3-1.7B-inference-modules-experiments with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull HelioAI/LFM3-1.7B-inference-modules-experiments:Q5_K_M

Run and chat with the model

lemonade run user.LFM3-1.7B-inference-modules-experiments-Q5_K_M

List all available models

lemonade list

Hermes Agent

How to use HelioAI/LFM3-1.7B-inference-modules-experiments with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf HelioAI/LFM3-1.7B-inference-modules-experiments:Q5_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 HelioAI/LFM3-1.7B-inference-modules-experiments:Q5_K_M

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use HelioAI/LFM3-1.7B-inference-modules-experiments with OpenClaw:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf HelioAI/LFM3-1.7B-inference-modules-experiments:Q5_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 "HelioAI/LFM3-1.7B-inference-modules-experiments:Q5_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"

LFM3-1.7B-inference-modules-experiments / research /data /visual /tasks_fresh2.jsonl

HelioAI

LFM3-1.7B inference modules: experimental release

67ebcef verified 9 days ago

Raw History Blame Contribute Delete

4.31 kB

{"id": "fresh2/s1", "task": "visual", "cat": "svg", "kind": "svg", "animated": false, "prompt": "Draw a cartoon hedgehog walking on grass: a brown spiky back made of many small triangles, a light brown face with a black nose and a black eye, small feet, and green grass along the bottom.\n\nAnswer with one complete SVG document (with xmlns and a viewBox) in a single ```svg code block. Do not use external images or fonts."}
{"id": "fresh2/s2", "task": "visual", "cat": "svg", "kind": "svg", "animated": false, "prompt": "Draw a weather card: a rounded white card with the city 'Oslo', the temperature '18 °C' in large text, an icon of a sun partly behind a cloud, and three small labelled bars for wind, rain and humidity.\n\nAnswer with one complete SVG document (with xmlns and a viewBox) in a single ```svg code block. Do not use external images or fonts."}
{"id": "fresh2/p1", "task": "visual", "cat": "html", "kind": "html", "animated": false, "prompt": "Build a 'Book a table' page for a restaurant called 'Olive & Thyme': a heading, a short welcome text, a reservation form (date, time, number of guests, name, phone, book button) and a side box with opening hours and the address.\n\nAnswer with one complete, self-contained HTML file in a single ```html code block. Put CSS and JavaScript inline. Do not use external images. Do not use external libraries."}
{"id": "fresh2/p2", "task": "visual", "cat": "html", "kind": "html", "animated": false, "prompt": "Build a service status page: a header with the product name and an 'All systems operational' banner, a list of five services each with a green, yellow or red status pill, and an incident history of three past incidents with dates.\n\nAnswer with one complete, self-contained HTML file in a single ```html code block. Put CSS and JavaScript inline. Do not use external images. Do not use external libraries."}
{"id": "fresh2/a1", "task": "visual", "cat": "canvas", "kind": "html", "animated": true, "prompt": "Make a bubble-popping game on a canvas: colourful bubbles float up from the bottom at different speeds; clicking a bubble pops it with a small burst of particles and adds one point to the score shown at the top.\n\nAnswer with one complete, self-contained HTML file in a single ```html code block. Put CSS and JavaScript inline. Do not use external images. Do not use external libraries."}
{"id": "fresh2/a2", "task": "visual", "cat": "canvas", "kind": "html", "animated": true, "prompt": "Make an audio equalizer animation on a canvas: 24 vertical bars that rise and fall smoothly to a fake rhythm, each bar coloured from green at the bottom through yellow to red at the top, with small peak markers that fall slowly.\n\nAnswer with one complete, self-contained HTML file in a single ```html code block. Put CSS and JavaScript inline. Do not use external images. Do not use external libraries."}
{"id": "fresh2/d1", "task": "visual", "cat": "three", "kind": "html", "animated": true, "prompt": "Make a three.js garden: a wooden bench made of boxes, a round pond (a flat blue cylinder), and five flowers (green stems with coloured petal spheres) on a grass ground, with the camera slowly circling.\n\nAnswer with one complete, self-contained HTML file in a single ```html code block. Put CSS and JavaScript inline. Do not use external images. Use three.js through this import map: <script type=\"importmap\">{\"imports\": {\"three\": \"https://unpkg.com/three@0.160.0/build/three.module.js\", \"three/addons/\": \"https://unpkg.com/three@0.160.0/examples/jsm/\"}}</script> and a <script type=\"module\">."}
{"id": "fresh2/d2", "task": "visual", "cat": "three", "kind": "html", "animated": true, "prompt": "Make a three.js rocket launch: a rocket built from a white cylinder, a red cone nose and three fins standing on a grey launch pad, slowly rising with a flickering orange flame under it and grey smoke particles.\n\nAnswer with one complete, self-contained HTML file in a single ```html code block. Put CSS and JavaScript inline. Do not use external images. Use three.js through this import map: <script type=\"importmap\">{\"imports\": {\"three\": \"https://unpkg.com/three@0.160.0/build/three.module.js\", \"three/addons/\": \"https://unpkg.com/three@0.160.0/examples/jsm/\"}}</script> and a <script type=\"module\">."}

	{"id": "fresh2/s1", "task": "visual", "cat": "svg", "kind": "svg", "animated": false, "prompt": "Draw a cartoon hedgehog walking on grass: a brown spiky back made of many small triangles, a light brown face with a black nose and a black eye, small feet, and green grass along the bottom.\n\nAnswer with one complete SVG document (with xmlns and a viewBox) in a single ```svg code block. Do not use external images or fonts."}
	{"id": "fresh2/s2", "task": "visual", "cat": "svg", "kind": "svg", "animated": false, "prompt": "Draw a weather card: a rounded white card with the city 'Oslo', the temperature '18 °C' in large text, an icon of a sun partly behind a cloud, and three small labelled bars for wind, rain and humidity.\n\nAnswer with one complete SVG document (with xmlns and a viewBox) in a single ```svg code block. Do not use external images or fonts."}
	{"id": "fresh2/p1", "task": "visual", "cat": "html", "kind": "html", "animated": false, "prompt": "Build a 'Book a table' page for a restaurant called 'Olive & Thyme': a heading, a short welcome text, a reservation form (date, time, number of guests, name, phone, book button) and a side box with opening hours and the address.\n\nAnswer with one complete, self-contained HTML file in a single ```html code block. Put CSS and JavaScript inline. Do not use external images. Do not use external libraries."}
	{"id": "fresh2/p2", "task": "visual", "cat": "html", "kind": "html", "animated": false, "prompt": "Build a service status page: a header with the product name and an 'All systems operational' banner, a list of five services each with a green, yellow or red status pill, and an incident history of three past incidents with dates.\n\nAnswer with one complete, self-contained HTML file in a single ```html code block. Put CSS and JavaScript inline. Do not use external images. Do not use external libraries."}
	{"id": "fresh2/a1", "task": "visual", "cat": "canvas", "kind": "html", "animated": true, "prompt": "Make a bubble-popping game on a canvas: colourful bubbles float up from the bottom at different speeds; clicking a bubble pops it with a small burst of particles and adds one point to the score shown at the top.\n\nAnswer with one complete, self-contained HTML file in a single ```html code block. Put CSS and JavaScript inline. Do not use external images. Do not use external libraries."}
	{"id": "fresh2/a2", "task": "visual", "cat": "canvas", "kind": "html", "animated": true, "prompt": "Make an audio equalizer animation on a canvas: 24 vertical bars that rise and fall smoothly to a fake rhythm, each bar coloured from green at the bottom through yellow to red at the top, with small peak markers that fall slowly.\n\nAnswer with one complete, self-contained HTML file in a single ```html code block. Put CSS and JavaScript inline. Do not use external images. Do not use external libraries."}
	{"id": "fresh2/d1", "task": "visual", "cat": "three", "kind": "html", "animated": true, "prompt": "Make a three.js garden: a wooden bench made of boxes, a round pond (a flat blue cylinder), and five flowers (green stems with coloured petal spheres) on a grass ground, with the camera slowly circling.\n\nAnswer with one complete, self-contained HTML file in a single ```html code block. Put CSS and JavaScript inline. Do not use external images. Use three.js through this import map: <script type=\"importmap\">{\"imports\": {\"three\": \"https://unpkg.com/three@0.160.0/build/three.module.js\", \"three/addons/\": \"https://unpkg.com/three@0.160.0/examples/jsm/\"}}</script> and a <script type=\"module\">."}
	{"id": "fresh2/d2", "task": "visual", "cat": "three", "kind": "html", "animated": true, "prompt": "Make a three.js rocket launch: a rocket built from a white cylinder, a red cone nose and three fins standing on a grey launch pad, slowly rising with a flickering orange flame under it and grey smoke particles.\n\nAnswer with one complete, self-contained HTML file in a single ```html code block. Put CSS and JavaScript inline. Do not use external images. Use three.js through this import map: <script type=\"importmap\">{\"imports\": {\"three\": \"https://unpkg.com/three@0.160.0/build/three.module.js\", \"three/addons/\": \"https://unpkg.com/three@0.160.0/examples/jsm/\"}}</script> and a <script type=\"module\">."}