Instructions to use mlx-community/Laguna-S-2.1-oQ3e with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use mlx-community/Laguna-S-2.1-oQ3e 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/Laguna-S-2.1-oQ3e")

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/Laguna-S-2.1-oQ3e 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/Laguna-S-2.1-oQ3e"

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": "mlx-community/Laguna-S-2.1-oQ3e"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

MLX LM

How to use mlx-community/Laguna-S-2.1-oQ3e 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/Laguna-S-2.1-oQ3e"

Run an OpenAI-compatible server

# Install MLX LM
uv tool install mlx-lm
# Start the server
mlx_lm.server --model "mlx-community/Laguna-S-2.1-oQ3e"
# 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/Laguna-S-2.1-oQ3e",
     "messages": [
       {"role": "user", "content": "Hello"}
     ]
   }'

Hermes Agent

How to use mlx-community/Laguna-S-2.1-oQ3e 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/Laguna-S-2.1-oQ3e"

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/Laguna-S-2.1-oQ3e

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use mlx-community/Laguna-S-2.1-oQ3e 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/Laguna-S-2.1-oQ3e"

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/Laguna-S-2.1-oQ3e" \
  --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"

Gabriel Francisco dos Santos Silva commited on Jul 23

Commit

3ea6371

verified ·

1 Parent(s): 8b4dca4

Refresh metadata from base HEAD e80da38: chat template preserve-reasoning, </assistant> token 24 special, drop max_new_tokens cap

Browse files

Files changed (4) hide show

chat_template.jinja +3 -2
generation_config.json +2 -4
tokenizer.json +1 -1
tokenizer_config.json +1 -1

chat_template.jinja CHANGED Viewed

@@ -1,8 +1,9 @@
 {#- Iteration on laguna_glm_thinking_v8/chat_template.jinja -#}
 {#- No formatting instructions -#}
 {{- "〈|EOS|〉" -}}
-{%- set enable_thinking = enable_thinking | default(false) -%}
 {%- set add_generation_prompt = add_generation_prompt | default(false) -%}
 {#- ───── header (system message) ───── -#}
 {#- A caller-supplied system message with empty content opts out of the default below, producing no <system> block — used to train without a system message. -#}
@@ -51,7 +52,7 @@
         {%- set reasoning_content = message.reasoning_content -%}
       {%- endif -%}
       {#- Display reasoning content for all messages if enable_thinking -#}
-      {%- if enable_thinking -%}
         {{- '<think>' + reasoning_content + '</think>' -}}
       {%- else -%}
         {{- '</think>' -}}

 {#- Iteration on laguna_glm_thinking_v8/chat_template.jinja -#}
 {#- No formatting instructions -#}
 {{- "〈|EOS|〉" -}}
+{%- set enable_thinking = enable_thinking | default(true) -%}
 {%- set add_generation_prompt = add_generation_prompt | default(false) -%}
+{%- set preserve_thinking = preserve_thinking | default(false) -%}
 {#- ───── header (system message) ───── -#}
 {#- A caller-supplied system message with empty content opts out of the default below, producing no <system> block — used to train without a system message. -#}
         {%- set reasoning_content = message.reasoning_content -%}
       {%- endif -%}
       {#- Display reasoning content for all messages if enable_thinking -#}
+      {%- if enable_thinking or preserve_thinking -%}
         {{- '<think>' + reasoning_content + '</think>' -}}
       {%- else -%}
         {{- '</think>' -}}

generation_config.json CHANGED Viewed

@@ -5,7 +5,6 @@
     2,
     24
   ],
-  "max_new_tokens": 32768,
   "pad_token_id": 9,
   "temperature": 1.0,
   "top_p": 1.0,
@@ -21,6 +20,5 @@
     "source": "huggingface",
     "model": "poolside/Laguna-S-2.1-DFlash",
     "num_speculative_tokens": 15
-  },
-  "repetition_penalty": 1.05
-}

     2,
     24
   ],
   "pad_token_id": 9,
   "temperature": 1.0,
   "top_p": 1.0,
     "source": "huggingface",
     "model": "poolside/Laguna-S-2.1-DFlash",
     "num_speculative_tokens": 15
+  }
+}

tokenizer.json CHANGED Viewed

@@ -226,7 +226,7 @@
       "lstrip": false,
       "rstrip": false,
       "normalized": false,
-      "special": false
     },
     {
       "id": 25,

       "lstrip": false,
       "rstrip": false,
       "normalized": false,
+      "special": true
     },
     {
       "id": 25,

tokenizer_config.json CHANGED Viewed

@@ -542,7 +542,7 @@
       "lstrip": false,
       "rstrip": false,
       "normalized": false,
-      "special": false
     },
     "25": {
       "content": "<tool_call>",

       "lstrip": false,
       "rstrip": false,
       "normalized": false,
+      "special": true
     },
     "25": {
       "content": "<tool_call>",