Instructions to use mlx-community/GLM-4.7-Flash-6bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use mlx-community/GLM-4.7-Flash-6bit with MLX:

# Make sure mlx-lm is installed
# pip install --upgrade mlx-lm

# Generate text with mlx-lm
from mlx_lm import load, generate

model, tokenizer = load("mlx-community/GLM-4.7-Flash-6bit")

prompt = "Write a story about Einstein"
messages = [{"role": "user", "content": prompt}]
prompt = tokenizer.apply_chat_template(
    messages, add_generation_prompt=True
)

text = generate(model, tokenizer, prompt=prompt, verbose=True)

Notebooks
Google Colab
Kaggle
Local Apps Settings
LM Studio

How to use mlx-community/GLM-4.7-Flash-6bit with Pi:

Start the MLX server

# Install MLX LM:
uv tool install mlx-lm
# Start a local OpenAI-compatible server:
mlx_lm.server --model "mlx-community/GLM-4.7-Flash-6bit"

Configure the model in Pi

# Install Pi:
npm install -g @mariozechner/pi-coding-agent
# Add to ~/.pi/agent/models.json:
{
  "providers": {
    "mlx-lm": {
      "baseUrl": "http://localhost:8080/v1",
      "api": "openai-completions",
      "apiKey": "none",
      "models": [
        {
          "id": "mlx-community/GLM-4.7-Flash-6bit"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

MLX LM

How to use mlx-community/GLM-4.7-Flash-6bit with MLX LM:

Generate or start a chat session

# Install MLX LM
uv tool install mlx-lm
# Interactive chat REPL
mlx_lm.chat --model "mlx-community/GLM-4.7-Flash-6bit"

Run an OpenAI-compatible server

# Install MLX LM
uv tool install mlx-lm
# Start the server
mlx_lm.server --model "mlx-community/GLM-4.7-Flash-6bit"
# Calling the OpenAI-compatible server with curl
curl -X POST "http://localhost:8000/v1/chat/completions" \
   -H "Content-Type: application/json" \
   --data '{
     "model": "mlx-community/GLM-4.7-Flash-6bit",
     "messages": [
       {"role": "user", "content": "Hello"}
     ]
   }'

Hermes Agent

How to use mlx-community/GLM-4.7-Flash-6bit with Hermes Agent:

Start the MLX server

# Install MLX LM:
uv tool install mlx-lm
# Start a local OpenAI-compatible server:
mlx_lm.server --model "mlx-community/GLM-4.7-Flash-6bit"

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 mlx-community/GLM-4.7-Flash-6bit

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use mlx-community/GLM-4.7-Flash-6bit with OpenClaw:

Start the MLX server

# Install MLX LM:
uv tool install mlx-lm
# Start a local OpenAI-compatible server:
mlx_lm.server --model "mlx-community/GLM-4.7-Flash-6bit"

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 "mlx-community/GLM-4.7-Flash-6bit" \
  --custom-provider-id mlx-lm \
  --custom-compatibility openai \
  --custom-text-input \
  --accept-risk \
  --skip-health

Run OpenClaw

openclaw agent --local --agent main --message "Hello from Hugging Face"

awni commited on Jan 25

Commit

6a4b4e6

verified ·

1 Parent(s): 39d6105

Add files using upload-large-folder tool

Browse files

Files changed (7) hide show

README.md +2 -2
model-00001-of-00005.safetensors +2 -2
model-00002-of-00005.safetensors +2 -2
model-00003-of-00005.safetensors +2 -2
model-00004-of-00005.safetensors +2 -2
model-00005-of-00005.safetensors +2 -2
model.safetensors.index.json +0 -0

README.md CHANGED Viewed

@@ -5,16 +5,16 @@ language:
 library_name: mlx
 license: mit
 pipeline_tag: text-generation
 tags:
 - mlx
-base_model: zai-org/GLM-4.7-Flash
 ---
 # mlx-community/GLM-4.7-Flash-6bit
 This model [mlx-community/GLM-4.7-Flash-6bit](https://huggingface.co/mlx-community/GLM-4.7-Flash-6bit) was
 converted to MLX format from [zai-org/GLM-4.7-Flash](https://huggingface.co/zai-org/GLM-4.7-Flash)
-using mlx-lm version **0.30.2**.
 ## Use with mlx

 library_name: mlx
 license: mit
 pipeline_tag: text-generation
+base_model: zai-org/GLM-4.7-Flash
 tags:
 - mlx
 ---
 # mlx-community/GLM-4.7-Flash-6bit
 This model [mlx-community/GLM-4.7-Flash-6bit](https://huggingface.co/mlx-community/GLM-4.7-Flash-6bit) was
 converted to MLX format from [zai-org/GLM-4.7-Flash](https://huggingface.co/zai-org/GLM-4.7-Flash)
+using mlx-lm version **0.30.5**.
 ## Use with mlx

model-00001-of-00005.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:bb46f0205bc2b4de655672d2c7b230b350afe12933d0587039a27466a6675e7b
-size 5318587834

 version https://git-lfs.github.com/spec/v1
+oid sha256:be54b57c4f1648bcb6a331e970ba4650e225be755e6ce6325c40523e02578be9
+size 5318591790

model-00002-of-00005.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b920200a53090c941902b56ee03b89ccdfa9da86cb628a09593342fb33ebd583
-size 5352776320

 version https://git-lfs.github.com/spec/v1
+oid sha256:078ea52d1b48ee499e16495210661aafd81db9eb4109ffea8f7c1089d398ce1c
+size 5352780342

model-00003-of-00005.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8a608180b4ab67c4a2a5174a35932f741ecf8c44e1b064f51c12161e53d0faaf
-size 5327153477

 version https://git-lfs.github.com/spec/v1
+oid sha256:4bbf8e6a6c0e5afc13854b1fc8d44bccd3dc596d680ece0aeeb4abf342a7a725
+size 5327157147

model-00004-of-00005.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0d28735258195ac242a80c438f79c7c4ca61e99fbc07130a7dfbe2fd53843074
-size 5327153429

 version https://git-lfs.github.com/spec/v1
+oid sha256:96df5837501c01d680841e36411f70b4960ff0574c6e2033ca634eed3df3200c
+size 5327157063

model-00005-of-00005.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:37e5cd83822e33a58b05c05378b0259ad757e684cd9ea9d2044ec958f67b58d9
-size 3011030453

 version https://git-lfs.github.com/spec/v1
+oid sha256:4a62e19be5624b263e1a4c177942bc9a2f6b6f92b82d054eb53bf5a6d34cf0d6
+size 3011032287

model.safetensors.index.json CHANGED Viewed

The diff for this file is too large to render. See raw diff