Instructions to use mradermacher/SocialR1-4B-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use mradermacher/SocialR1-4B-GGUF with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("mradermacher/SocialR1-4B-GGUF", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use mradermacher/SocialR1-4B-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 mradermacher/SocialR1-4B-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf mradermacher/SocialR1-4B-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 mradermacher/SocialR1-4B-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf mradermacher/SocialR1-4B-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 mradermacher/SocialR1-4B-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf mradermacher/SocialR1-4B-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 mradermacher/SocialR1-4B-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf mradermacher/SocialR1-4B-GGUF:Q4_K_M

Use Docker

docker model run hf.co/mradermacher/SocialR1-4B-GGUF:Q4_K_M

LM Studio
Jan
Ollama
How to use mradermacher/SocialR1-4B-GGUF with Ollama:
```
ollama run hf.co/mradermacher/SocialR1-4B-GGUF:Q4_K_M
```
Unsloth Desktop

How to use mradermacher/SocialR1-4B-GGUF with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf mradermacher/SocialR1-4B-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": "mradermacher/SocialR1-4B-GGUF:Q4_K_M"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Docker Model Runner
How to use mradermacher/SocialR1-4B-GGUF with Docker Model Runner:
```
docker model run hf.co/mradermacher/SocialR1-4B-GGUF:Q4_K_M
```

Lemonade

How to use mradermacher/SocialR1-4B-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull mradermacher/SocialR1-4B-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.SocialR1-4B-GGUF-Q4_K_M

List all available models

lemonade list

Hermes Agent

How to use mradermacher/SocialR1-4B-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 mradermacher/SocialR1-4B-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 mradermacher/SocialR1-4B-GGUF:Q4_K_M

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use mradermacher/SocialR1-4B-GGUF with OpenClaw:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf mradermacher/SocialR1-4B-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 "mradermacher/SocialR1-4B-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"

mradermacher commited on May 12

Commit

d7cab5c

verified ·

1 Parent(s): 48bf6be

uploaded from back

Browse files

Files changed (13) hide show

.gitattributes +12 -0
SocialR1-4B.IQ4_XS.gguf +3 -0
SocialR1-4B.Q2_K.gguf +3 -0
SocialR1-4B.Q3_K_L.gguf +3 -0
SocialR1-4B.Q3_K_M.gguf +3 -0
SocialR1-4B.Q3_K_S.gguf +3 -0
SocialR1-4B.Q4_K_M.gguf +3 -0
SocialR1-4B.Q4_K_S.gguf +3 -0
SocialR1-4B.Q5_K_M.gguf +3 -0
SocialR1-4B.Q5_K_S.gguf +3 -0
SocialR1-4B.Q6_K.gguf +3 -0
SocialR1-4B.Q8_0.gguf +3 -0
SocialR1-4B.f16.gguf +3 -0

@@ -33,3 +33,15 @@ 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
+SocialR1-4B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+SocialR1-4B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+SocialR1-4B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+SocialR1-4B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+SocialR1-4B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+SocialR1-4B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+SocialR1-4B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+SocialR1-4B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+SocialR1-4B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+SocialR1-4B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+SocialR1-4B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+SocialR1-4B.f16.gguf filter=lfs diff=lfs merge=lfs -text

+version https://git-lfs.github.com/spec/v1
+oid sha256:7984f3116c7814ba3fb958452d2be18f0c3afb71e81f3df4fda4ef6bfa7b72a2
+size 2492950016

+version https://git-lfs.github.com/spec/v1
+oid sha256:d9fb3b9e2012e8ca878c24422310521007fa14cc2aea23ba2b26f1a97499730a
+size 1797126656

+version https://git-lfs.github.com/spec/v1
+oid sha256:868e6e24ab34ca7f461e41d9488da0e54e03aef842725d9ab4ac5e396b9b7a58
+size 2406916096

+version https://git-lfs.github.com/spec/v1
+oid sha256:01d15c9449f5897f6f09d64ac98e71a7ea91013c443c9bc43f945daab867b875
+size 2242748416

+version https://git-lfs.github.com/spec/v1
+oid sha256:16ab25d60a503f096854105a9414ef32d05567963e8e05a949c88d07f846e92b
+size 2054127616

+version https://git-lfs.github.com/spec/v1
+oid sha256:8370da08f00b3c87a6f6e3b2c5c424df903bdcc54f180c1c339bb302bdfb4114
+size 2716069376

+version https://git-lfs.github.com/spec/v1
+oid sha256:d3087ae54037982a8472c78381d0dfc61a3a36beafc015934a7a0bc618546fda
+size 2602098176

+version https://git-lfs.github.com/spec/v1
+oid sha256:b204747595944fe66e1011e547eae38cb0912957455cb016fee2179dcb328217
+size 3156921856

+version https://git-lfs.github.com/spec/v1
+oid sha256:db9f573f9d533c36453f47066b9b9ae5ceacbb324a7a42d139bbc965b0fe1580
+size 3091119616

+version https://git-lfs.github.com/spec/v1
+oid sha256:ac3cdb9865484aa8c08c57e11e08ddfac7de38adb1dad5e6e6687fb4ea5d4539
+size 3625327616

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

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

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

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:e95ca338003d1bcdeae26ad9ddc3ad11c30b1d94d99d38059f2b8105a6ee3227
+size 4693671936

+version https://git-lfs.github.com/spec/v1
+oid sha256:0c3c0e2c563a006291b08f177f7592eb919ef85e6fb8a89a506d88774da27a85
+size 8829198336