Instructions to use mradermacher/tank-qwen3.5-4b-v0.3-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use mradermacher/tank-qwen3.5-4b-v0.3-GGUF with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("mradermacher/tank-qwen3.5-4b-v0.3-GGUF", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use mradermacher/tank-qwen3.5-4b-v0.3-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/tank-qwen3.5-4b-v0.3-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf mradermacher/tank-qwen3.5-4b-v0.3-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/tank-qwen3.5-4b-v0.3-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf mradermacher/tank-qwen3.5-4b-v0.3-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/tank-qwen3.5-4b-v0.3-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf mradermacher/tank-qwen3.5-4b-v0.3-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/tank-qwen3.5-4b-v0.3-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf mradermacher/tank-qwen3.5-4b-v0.3-GGUF:Q4_K_M

Use Docker

docker model run hf.co/mradermacher/tank-qwen3.5-4b-v0.3-GGUF:Q4_K_M

LM Studio
Jan
Ollama
How to use mradermacher/tank-qwen3.5-4b-v0.3-GGUF with Ollama:
```
ollama run hf.co/mradermacher/tank-qwen3.5-4b-v0.3-GGUF:Q4_K_M
```
Unsloth Desktop

How to use mradermacher/tank-qwen3.5-4b-v0.3-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/tank-qwen3.5-4b-v0.3-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/tank-qwen3.5-4b-v0.3-GGUF:Q4_K_M"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Docker Model Runner
How to use mradermacher/tank-qwen3.5-4b-v0.3-GGUF with Docker Model Runner:
```
docker model run hf.co/mradermacher/tank-qwen3.5-4b-v0.3-GGUF:Q4_K_M
```

Lemonade

How to use mradermacher/tank-qwen3.5-4b-v0.3-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull mradermacher/tank-qwen3.5-4b-v0.3-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.tank-qwen3.5-4b-v0.3-GGUF-Q4_K_M

List all available models

lemonade list

Hermes Agent

How to use mradermacher/tank-qwen3.5-4b-v0.3-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/tank-qwen3.5-4b-v0.3-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/tank-qwen3.5-4b-v0.3-GGUF:Q4_K_M

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use mradermacher/tank-qwen3.5-4b-v0.3-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/tank-qwen3.5-4b-v0.3-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/tank-qwen3.5-4b-v0.3-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 18

Commit

7f77dd0

verified ·

1 Parent(s): c27350f

uploaded from nico1

Browse files

Files changed (13) hide show

.gitattributes +12 -0
tank-qwen3.5-4b-v0.3.IQ4_XS.gguf +3 -0
tank-qwen3.5-4b-v0.3.Q2_K.gguf +3 -0
tank-qwen3.5-4b-v0.3.Q3_K_L.gguf +3 -0
tank-qwen3.5-4b-v0.3.Q3_K_M.gguf +3 -0
tank-qwen3.5-4b-v0.3.Q3_K_S.gguf +3 -0
tank-qwen3.5-4b-v0.3.Q4_K_M.gguf +3 -0
tank-qwen3.5-4b-v0.3.Q4_K_S.gguf +3 -0
tank-qwen3.5-4b-v0.3.Q5_K_M.gguf +3 -0
tank-qwen3.5-4b-v0.3.Q5_K_S.gguf +3 -0
tank-qwen3.5-4b-v0.3.Q6_K.gguf +3 -0
tank-qwen3.5-4b-v0.3.Q8_0.gguf +3 -0
tank-qwen3.5-4b-v0.3.f16.gguf +3 -0

@@ -35,3 +35,15 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 tank-qwen3.5-4b-v0.3.mmproj-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
 tank-qwen3.5-4b-v0.3.mmproj-f16.gguf filter=lfs diff=lfs merge=lfs -text

 *tfevents* filter=lfs diff=lfs merge=lfs -text
 tank-qwen3.5-4b-v0.3.mmproj-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
 tank-qwen3.5-4b-v0.3.mmproj-f16.gguf filter=lfs diff=lfs merge=lfs -text
+tank-qwen3.5-4b-v0.3.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+tank-qwen3.5-4b-v0.3.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+tank-qwen3.5-4b-v0.3.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+tank-qwen3.5-4b-v0.3.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+tank-qwen3.5-4b-v0.3.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+tank-qwen3.5-4b-v0.3.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+tank-qwen3.5-4b-v0.3.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+tank-qwen3.5-4b-v0.3.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+tank-qwen3.5-4b-v0.3.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+tank-qwen3.5-4b-v0.3.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+tank-qwen3.5-4b-v0.3.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+tank-qwen3.5-4b-v0.3.f16.gguf filter=lfs diff=lfs merge=lfs -text

+version https://git-lfs.github.com/spec/v1
+oid sha256:77f3fc801aa00ea4f39ae9893365e3f83438fef36a7740944bce9d59f72e697c
+size 2529032192

+version https://git-lfs.github.com/spec/v1
+oid sha256:435e6fd329505ed221d34a50d8651cb6619ec8a8869fe9cb01a5294170c0cfdf
+size 1915471872

+version https://git-lfs.github.com/spec/v1
+oid sha256:6a025e257fa044fea6da08ca121d656f7a81b9a0ce107393f3982bc8b24f5407
+size 2421317632

+version https://git-lfs.github.com/spec/v1
+oid sha256:c4a702ba7da157705398ac62ddf252b9b0df45c13bfe3983873d743a55818b62
+size 2262065152

+version https://git-lfs.github.com/spec/v1
+oid sha256:dc501a303c20e916c87a1b19483c7ad11faa3eb9402201dc7deb08bc46cc98f7
+size 2069880832

+version https://git-lfs.github.com/spec/v1
+oid sha256:75da5e9885eba261df88d544b540544785158e5eee396ed94ff423ff3e05c263
+size 2708805632

+version https://git-lfs.github.com/spec/v1
+oid sha256:3195a1c1c42e3c0ca8b343f5b9c015771e02d182490588609829010c96cb5825
+size 2563889152

+version https://git-lfs.github.com/spec/v1
+oid sha256:fc7a35c00a8522955f3cf3ac6431b745c7422059092f25383ba02b8fe0af0f41
+size 3074988032

+version https://git-lfs.github.com/spec/v1
+oid sha256:0db157435b444e6f5a3c74b7cfa80108a047d5ae3998880bf0522cc68ca1cf5b
+size 2990036992

+version https://git-lfs.github.com/spec/v1
+oid sha256:a99897cdb3d8d1f795f8c8ef7b1f4a65969d1cdcdf324195e6e1a40f5f9f7278
+size 3464056832

	@@ -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 sha256:4e2197f72c831cbe574e24769dd6556480f1e8c5602a089a0ad945a22acfbfd5
+size 4482404352

+version https://git-lfs.github.com/spec/v1
+oid sha256:ad3bdb0a76c33956216560ac693ab88aa7890df19f6f1d50882d0b8c0017acf5
+size 8424394752