Instructions to use NexVeridian/GLM-4.7-Flash-3bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use NexVeridian/GLM-4.7-Flash-3bit 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("NexVeridian/GLM-4.7-Flash-3bit")

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 NexVeridian/GLM-4.7-Flash-3bit with Pi:

Start the MLX server

# Install MLX LM:
uv tool install mlx-lm
# Start a local OpenAI-compatible server:
mlx_lm.server --model "NexVeridian/GLM-4.7-Flash-3bit"

Configure the model in Pi

# Install Pi:
npm install -g @earendil-works/pi-coding-agent
# Add to ~/.pi/agent/models.json:
{
  "providers": {
    "mlx-lm": {
      "baseUrl": "http://localhost:8080/v1",
      "api": "openai-completions",
      "apiKey": "none",
      "models": [
        {
          "id": "NexVeridian/GLM-4.7-Flash-3bit"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

MLX LM

How to use NexVeridian/GLM-4.7-Flash-3bit with MLX LM:

Generate or start a chat session

# Install MLX LM
uv tool install mlx-lm
# Interactive chat REPL
mlx_lm.chat --model "NexVeridian/GLM-4.7-Flash-3bit"

Run an OpenAI-compatible server

# Install MLX LM
uv tool install mlx-lm
# Start the server
mlx_lm.server --model "NexVeridian/GLM-4.7-Flash-3bit"
# Calling the OpenAI-compatible server with curl
curl -X POST "http://localhost:8000/v1/chat/completions" \
   -H "Content-Type: application/json" \
   --data '{
     "model": "NexVeridian/GLM-4.7-Flash-3bit",
     "messages": [
       {"role": "user", "content": "Hello"}
     ]
   }'

Hermes Agent

How to use NexVeridian/GLM-4.7-Flash-3bit 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 "NexVeridian/GLM-4.7-Flash-3bit"

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 NexVeridian/GLM-4.7-Flash-3bit

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use NexVeridian/GLM-4.7-Flash-3bit with OpenClaw:

Start the MLX server

# Install MLX LM:
uv tool install mlx-lm
# Start a local OpenAI-compatible server:
mlx_lm.server --model "NexVeridian/GLM-4.7-Flash-3bit"

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 "NexVeridian/GLM-4.7-Flash-3bit" \
  --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"

NexVeridian commited on Feb 5

Commit

dcd394b

verified ·

1 Parent(s): 2f19b51

Add files using upload-large-folder tool

Browse files

Files changed (2) hide show

README.md +1 -1
tokenizer_config.json +0 -21

README.md CHANGED Viewed

@@ -14,7 +14,7 @@ tags:
 This model [NexVeridian/GLM-4.7-Flash-3bit](https://huggingface.co/NexVeridian/GLM-4.7-Flash-3bit) 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

 This model [NexVeridian/GLM-4.7-Flash-3bit](https://huggingface.co/NexVeridian/GLM-4.7-Flash-3bit) 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 **0.30.6**.
 ## Use with mlx

tokenizer_config.json CHANGED Viewed

@@ -3,29 +3,8 @@
   "clean_up_tokenization_spaces": false,
   "do_lower_case": false,
   "eos_token": "<|endoftext|>",
-  "extra_special_tokens": [
-    "<|endoftext|>",
-    "[MASK]",
-    "[gMASK]",
-    "[sMASK]",
-    "<sop>",
-    "<eop>",
-    "<|system|>",
-    "<|user|>",
-    "<|assistant|>",
-    "<|observation|>",
-    "<|begin_of_image|>",
-    "<|end_of_image|>",
-    "<|begin_of_video|>",
-    "<|end_of_video|>",
-    "<|begin_of_audio|>",
-    "<|end_of_audio|>",
-    "<|begin_of_transcription|>",
-    "<|end_of_transcription|>"
-  ],
   "is_local": true,
   "model_max_length": 128000,
-  "model_specific_special_tokens": {},
   "pad_token": "<|endoftext|>",
   "padding_side": "left",
   "remove_space": false,

   "clean_up_tokenization_spaces": false,
   "do_lower_case": false,
   "eos_token": "<|endoftext|>",
   "is_local": true,
   "model_max_length": 128000,
   "pad_token": "<|endoftext|>",
   "padding_side": "left",
   "remove_space": false,