Instructions to use DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF 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 DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF: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 DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF: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 DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF:Q4_K_M

Use Docker

docker model run hf.co/DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF:Q4_K_M

LM Studio
Jan

vLLM

How to use DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF",
		"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/DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF:Q4_K_M

Ollama
How to use DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF with Ollama:
```
ollama run hf.co/DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF:Q4_K_M
```
Unsloth Desktop

How to use DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF: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": "DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF:Q4_K_M"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Docker Model Runner
How to use DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF with Docker Model Runner:
```
docker model run hf.co/DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF:Q4_K_M
```

Lemonade

How to use DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.stepfun-ai.Step-3.7-Flash-GGUF-Q4_K_M

List all available models

lemonade list

Hermes Agent

How to use DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF: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 DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF:Q4_K_M

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF with OpenClaw:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF: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 "DevQuasar/stepfun-ai.Step-3.7-Flash-GGUF: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"

csabakecskemeti commited on Jun 2

Commit

8c8f35b

verified ·

1 Parent(s): 13fd5df

Upload folder using huggingface_hub

Browse files

Files changed (9) hide show

.gitattributes +8 -0
stepfun-ai.Step-3.7-Flash.Q4_K_M-00001-of-00008.gguf +3 -0
stepfun-ai.Step-3.7-Flash.Q4_K_M-00002-of-00008.gguf +3 -0
stepfun-ai.Step-3.7-Flash.Q4_K_M-00003-of-00008.gguf +3 -0
stepfun-ai.Step-3.7-Flash.Q4_K_M-00004-of-00008.gguf +3 -0
stepfun-ai.Step-3.7-Flash.Q4_K_M-00005-of-00008.gguf +3 -0
stepfun-ai.Step-3.7-Flash.Q4_K_M-00006-of-00008.gguf +3 -0
stepfun-ai.Step-3.7-Flash.Q4_K_M-00007-of-00008.gguf +3 -0
stepfun-ai.Step-3.7-Flash.Q4_K_M-00008-of-00008.gguf +3 -0

.gitattributes CHANGED Viewed

@@ -33,3 +33,11 @@ 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
+stepfun-ai.Step-3.7-Flash.Q4_K_M-00001-of-00008.gguf filter=lfs diff=lfs merge=lfs -text
+stepfun-ai.Step-3.7-Flash.Q4_K_M-00002-of-00008.gguf filter=lfs diff=lfs merge=lfs -text
+stepfun-ai.Step-3.7-Flash.Q4_K_M-00003-of-00008.gguf filter=lfs diff=lfs merge=lfs -text
+stepfun-ai.Step-3.7-Flash.Q4_K_M-00004-of-00008.gguf filter=lfs diff=lfs merge=lfs -text
+stepfun-ai.Step-3.7-Flash.Q4_K_M-00005-of-00008.gguf filter=lfs diff=lfs merge=lfs -text
+stepfun-ai.Step-3.7-Flash.Q4_K_M-00006-of-00008.gguf filter=lfs diff=lfs merge=lfs -text
+stepfun-ai.Step-3.7-Flash.Q4_K_M-00007-of-00008.gguf filter=lfs diff=lfs merge=lfs -text
+stepfun-ai.Step-3.7-Flash.Q4_K_M-00008-of-00008.gguf filter=lfs diff=lfs merge=lfs -text

stepfun-ai.Step-3.7-Flash.Q4_K_M-00001-of-00008.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:bc1836e623ebefcef59e4f0f914849b153c05dc26490f1781732ad98d7f0de18
+size 15488512192

stepfun-ai.Step-3.7-Flash.Q4_K_M-00002-of-00008.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:70fd641837807026c4b918b16cfc9d75c4f948bcc29ad33c8a3ae86f06106051
+size 15589835136

stepfun-ai.Step-3.7-Flash.Q4_K_M-00003-of-00008.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:0a4cad9081f4c19cbae5bd5e212fcd682c194fd54ffeb3640cd7f047d7dddb54
+size 15646682048

stepfun-ai.Step-3.7-Flash.Q4_K_M-00004-of-00008.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:6df49185d7333397bc9379480a085f1198431fa23781842642b52a7b1bb970c6
+size 15241833504

stepfun-ai.Step-3.7-Flash.Q4_K_M-00005-of-00008.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:3d0d5cf4690dcfe6b648897d2a902846f25d02f27fa3315cafe06c44d9a120a3
+size 15588753824

stepfun-ai.Step-3.7-Flash.Q4_K_M-00006-of-00008.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:edf3734a0aad5d0e79c7012a835b6279849cdabfb773d4a56fb350ee5e21a59b
+size 15627733952

stepfun-ai.Step-3.7-Flash.Q4_K_M-00007-of-00008.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:ae3d81968a9bc82eca612df7b1f6c6003af472a4579d2fa80c57be1ca90ed1e3
+size 15520973056

stepfun-ai.Step-3.7-Flash.Q4_K_M-00008-of-00008.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:edf75ea0d3e13c5d90d7fc642b0b53ccbdb2b7d00c993d9923576fc42b5adaea
+size 9878112032