Instructions to use TuTuCSF/WeMM-Embedding-2B-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 TuTuCSF/WeMM-Embedding-2B-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 TuTuCSF/WeMM-Embedding-2B-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf TuTuCSF/WeMM-Embedding-2B-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 TuTuCSF/WeMM-Embedding-2B-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf TuTuCSF/WeMM-Embedding-2B-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 TuTuCSF/WeMM-Embedding-2B-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf TuTuCSF/WeMM-Embedding-2B-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 TuTuCSF/WeMM-Embedding-2B-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf TuTuCSF/WeMM-Embedding-2B-GGUF:Q4_K_M

Use Docker

docker model run hf.co/TuTuCSF/WeMM-Embedding-2B-GGUF:Q4_K_M

LM Studio
Jan
Ollama
How to use TuTuCSF/WeMM-Embedding-2B-GGUF with Ollama:
```
ollama run hf.co/TuTuCSF/WeMM-Embedding-2B-GGUF:Q4_K_M
```
Unsloth Desktop

How to use TuTuCSF/WeMM-Embedding-2B-GGUF with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf TuTuCSF/WeMM-Embedding-2B-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": "TuTuCSF/WeMM-Embedding-2B-GGUF:Q4_K_M"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Docker Model Runner
How to use TuTuCSF/WeMM-Embedding-2B-GGUF with Docker Model Runner:
```
docker model run hf.co/TuTuCSF/WeMM-Embedding-2B-GGUF:Q4_K_M
```

Lemonade

How to use TuTuCSF/WeMM-Embedding-2B-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull TuTuCSF/WeMM-Embedding-2B-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.WeMM-Embedding-2B-GGUF-Q4_K_M

List all available models

lemonade list

Hermes Agent

How to use TuTuCSF/WeMM-Embedding-2B-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 TuTuCSF/WeMM-Embedding-2B-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 TuTuCSF/WeMM-Embedding-2B-GGUF:Q4_K_M

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use TuTuCSF/WeMM-Embedding-2B-GGUF with OpenClaw:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf TuTuCSF/WeMM-Embedding-2B-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 "TuTuCSF/WeMM-Embedding-2B-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"

TuTuCSF commited on Sep 1

Commit

d4e1597

0 Parent(s):

Super-squash branch 'main' using huggingface_hub

Browse files

Files changed (6) hide show

.gitattributes +47 -0
README.md +5 -0
WeMM-Embedding-2B-BF16.gguf +3 -0
WeMM-Embedding-2B-Q4_K_M.gguf +3 -0
mmproj-WeMM-Embedding-2B-BF16.gguf +3 -0
mmproj-WeMM-Embedding-2B-Q8_0.gguf +3 -0

.gitattributes ADDED Viewed

	@@ -0,0 +1,47 @@

+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz 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
+WeMM-Embedding-2B-BF16.gguf filter=lfs diff=lfs merge=lfs -text
+WeMM-Embedding-2B-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+mmproj-WeMM-Embedding-2B-BF16.gguf filter=lfs diff=lfs merge=lfs -text
+mmproj-WeMM-Embedding-2B-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+mmproj-WeMM-Embedding-4B-BF16.gguf filter=lfs diff=lfs merge=lfs -text
+mmproj-WeMM-Embedding-4B-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+mmproj-WeMM-Embedding-9B-BF16.gguf filter=lfs diff=lfs merge=lfs -text
+mmproj-WeMM-Embedding-9B-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+WeMM-Embedding-4B-BF16.gguf filter=lfs diff=lfs merge=lfs -text
+WeMM-Embedding-4B-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+WeMM-Embedding-9B-BF16.gguf filter=lfs diff=lfs merge=lfs -text
+WeMM-Embedding-9B-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text

README.md ADDED Viewed

	@@ -0,0 +1,5 @@

+---
+license: apache-2.0
+base_model:
+- tencent/WeMM-Embedding-2B
+---

WeMM-Embedding-2B-BF16.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:3371cb9723303249ab1f88c8f32b93a123f6823bdfe4d95f218a75d79ad7188b
+size 4790841728

WeMM-Embedding-2B-Q4_K_M.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:10f1d51e108f4beadc932794357491b987928ba41d83d0e1b64a5e730a7b42a5
+size 1559772256

mmproj-WeMM-Embedding-2B-BF16.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:407e99f139664bb04f8e5e02652895893d74e072fa08224bfac7a06c45b7337d
+size 671373056

mmproj-WeMM-Embedding-2B-Q8_0.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:19711de7383c668a7f17ca1b7179187b1591d6ce878c96db41de2a3fb61afd84
+size 364664576