Instructions to use DevQuasar/zai-org.GLM-5.3-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/zai-org.GLM-5.3-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/zai-org.GLM-5.3-Flash-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf DevQuasar/zai-org.GLM-5.3-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/zai-org.GLM-5.3-Flash-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf DevQuasar/zai-org.GLM-5.3-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/zai-org.GLM-5.3-Flash-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf DevQuasar/zai-org.GLM-5.3-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/zai-org.GLM-5.3-Flash-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf DevQuasar/zai-org.GLM-5.3-Flash-GGUF:Q4_K_M

Use Docker

docker model run hf.co/DevQuasar/zai-org.GLM-5.3-Flash-GGUF:Q4_K_M

LM Studio
Jan

vLLM

How to use DevQuasar/zai-org.GLM-5.3-Flash-GGUF with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "DevQuasar/zai-org.GLM-5.3-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/zai-org.GLM-5.3-Flash-GGUF",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/DevQuasar/zai-org.GLM-5.3-Flash-GGUF:Q4_K_M

Ollama
How to use DevQuasar/zai-org.GLM-5.3-Flash-GGUF with Ollama:
```
ollama run hf.co/DevQuasar/zai-org.GLM-5.3-Flash-GGUF:Q4_K_M
```
Unsloth Desktop

How to use DevQuasar/zai-org.GLM-5.3-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/zai-org.GLM-5.3-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/zai-org.GLM-5.3-Flash-GGUF:Q4_K_M"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Docker Model Runner
How to use DevQuasar/zai-org.GLM-5.3-Flash-GGUF with Docker Model Runner:
```
docker model run hf.co/DevQuasar/zai-org.GLM-5.3-Flash-GGUF:Q4_K_M
```

Lemonade

How to use DevQuasar/zai-org.GLM-5.3-Flash-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull DevQuasar/zai-org.GLM-5.3-Flash-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.zai-org.GLM-5.3-Flash-GGUF-Q4_K_M

List all available models

lemonade list

Hermes Agent

How to use DevQuasar/zai-org.GLM-5.3-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/zai-org.GLM-5.3-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/zai-org.GLM-5.3-Flash-GGUF:Q4_K_M

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use DevQuasar/zai-org.GLM-5.3-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/zai-org.GLM-5.3-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/zai-org.GLM-5.3-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 about 13 hours ago

Commit

dcd30af

verified ·

1 Parent(s): ed1ead7

Upload folder using huggingface_hub

Browse files

Files changed (16) hide show

.gitattributes +15 -0
Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00001-of-00015.gguf +3 -0
Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00002-of-00015.gguf +3 -0
Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00003-of-00015.gguf +3 -0
Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00004-of-00015.gguf +3 -0
Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00005-of-00015.gguf +3 -0
Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00006-of-00015.gguf +3 -0
Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00007-of-00015.gguf +3 -0
Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00008-of-00015.gguf +3 -0
Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00009-of-00015.gguf +3 -0
Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00010-of-00015.gguf +3 -0
Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00011-of-00015.gguf +3 -0
Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00012-of-00015.gguf +3 -0
Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00013-of-00015.gguf +3 -0
Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00014-of-00015.gguf +3 -0
Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00015-of-00015.gguf +3 -0

@@ -134,3 +134,18 @@ Q4_K_M/zai-org.GLM-5.3-Flash.f16.gguf.Q4_K_M.gguf-00012-of-00015.gguf filter=lfs
 Q4_K_M/zai-org.GLM-5.3-Flash.f16.gguf.Q4_K_M.gguf-00013-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
 Q4_K_M/zai-org.GLM-5.3-Flash.f16.gguf.Q4_K_M.gguf-00014-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
 Q4_K_M/zai-org.GLM-5.3-Flash.f16.gguf.Q4_K_M.gguf-00015-of-00015.gguf filter=lfs diff=lfs merge=lfs -text

 Q4_K_M/zai-org.GLM-5.3-Flash.f16.gguf.Q4_K_M.gguf-00013-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
 Q4_K_M/zai-org.GLM-5.3-Flash.f16.gguf.Q4_K_M.gguf-00014-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
 Q4_K_M/zai-org.GLM-5.3-Flash.f16.gguf.Q4_K_M.gguf-00015-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00001-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00002-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00003-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00004-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00005-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00006-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00007-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00008-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00009-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00010-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00011-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00012-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00013-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00014-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+Q4_K_M/zai-org.GLM-5.3-Flash.Q4_K_M.gguf-00015-of-00015.gguf filter=lfs diff=lfs merge=lfs -text

+version https://git-lfs.github.com/spec/v1
+oid sha256:da063f12219ed9ceb0aac5fb852af987fe34d63efdd8c1b6a1dc6507eac51600
+size 13884404000

+version https://git-lfs.github.com/spec/v1
+oid sha256:6db722359a03dd1ad8370f4a925cd9a9a69e99189b1f092e7d96eff8658bc70b
+size 13172464000

+version https://git-lfs.github.com/spec/v1
+oid sha256:99f6e919a12290074adf740481d20bff2a8522414e5a8dd195261f2f6a8d11fe
+size 13155848576

+version https://git-lfs.github.com/spec/v1
+oid sha256:29d4c7e25ead588512cc195eb5e097600a328215fc3f99542c3cbf979300558c
+size 13181892832

+version https://git-lfs.github.com/spec/v1
+oid sha256:c560930498daf7640a8aef162f0c0c4d685015ba65e06a3c6fbb17f8764847b0
+size 13172464096

+version https://git-lfs.github.com/spec/v1
+oid sha256:a14d77e323bf457accb82dbe85569a45c0c738d221d905cfe3bdd08200335a92
+size 13155848640

+version https://git-lfs.github.com/spec/v1
+oid sha256:daee9865a558ecf14cf8cc6761aa5691c954fb0210c9a644d3e84419973dc344
+size 13190543584

+version https://git-lfs.github.com/spec/v1
+oid sha256:78d5f3d4644cda59c21125accee863c16c7cfb1b0dee6bd81e1794eb31d3f86d
+size 13062740192

+version https://git-lfs.github.com/spec/v1
+oid sha256:32b0c285550d4e1e6958bef1f3636cf9b65a4bae8e3c5853832874588c04400e
+size 12442458464

+version https://git-lfs.github.com/spec/v1
+oid sha256:ba0508e5567255fc2aebd3f863f708bb39cd3c5fb1a05616c292977bf21ed6e2
+size 4729588384

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

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

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

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