Instructions to use DreamFoundries/Qwen3.5-122B-A10B-8bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use DreamFoundries/Qwen3.5-122B-A10B-8bit 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("DreamFoundries/Qwen3.5-122B-A10B-8bit")

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 DreamFoundries/Qwen3.5-122B-A10B-8bit with Pi:

Start the MLX server

# Install MLX LM:
uv tool install mlx-lm
# Start a local OpenAI-compatible server:
mlx_lm.server --model "DreamFoundries/Qwen3.5-122B-A10B-8bit"

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": "DreamFoundries/Qwen3.5-122B-A10B-8bit"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

MLX LM

How to use DreamFoundries/Qwen3.5-122B-A10B-8bit with MLX LM:

Generate or start a chat session

# Install MLX LM
uv tool install mlx-lm
# Interactive chat REPL
mlx_lm.chat --model "DreamFoundries/Qwen3.5-122B-A10B-8bit"

Run an OpenAI-compatible server

# Install MLX LM
uv tool install mlx-lm
# Start the server
mlx_lm.server --model "DreamFoundries/Qwen3.5-122B-A10B-8bit"
# Calling the OpenAI-compatible server with curl
curl -X POST "http://localhost:8000/v1/chat/completions" \
   -H "Content-Type: application/json" \
   --data '{
     "model": "DreamFoundries/Qwen3.5-122B-A10B-8bit",
     "messages": [
       {"role": "user", "content": "Hello"}
     ]
   }'

Hermes Agent

How to use DreamFoundries/Qwen3.5-122B-A10B-8bit 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 "DreamFoundries/Qwen3.5-122B-A10B-8bit"

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 DreamFoundries/Qwen3.5-122B-A10B-8bit

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use DreamFoundries/Qwen3.5-122B-A10B-8bit with OpenClaw:

Start the MLX server

# Install MLX LM:
uv tool install mlx-lm
# Start a local OpenAI-compatible server:
mlx_lm.server --model "DreamFoundries/Qwen3.5-122B-A10B-8bit"

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 "DreamFoundries/Qwen3.5-122B-A10B-8bit" \
  --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"

DreamFoundries commited on Jun 29

Commit

d586673

verified ·

1 Parent(s): eadc375

Upload README.md

Browse files

Files changed (1) hide show

README.md +42 -0

README.md ADDED Viewed

	@@ -0,0 +1,42 @@

+---
+library_name: mlx
+base_model: Qwen/Qwen3.5-122B-A10B
+license: apache-2.0
+pipeline_tag: text-generation
+tags:
+- mlx
+- mlx-lm
+- quantized
+- 8-bit
+- base_model:Qwen/Qwen3.5-122B-A10B
+---
+# Qwen3.5-122B-A10B MLX 8-bit
+This repository contains an MLX-LM conversion of [Qwen/Qwen3.5-122B-A10B](https://huggingface.co/Qwen/Qwen3.5-122B-A10B).
+## Conversion Details
+- Original model: `Qwen/Qwen3.5-122B-A10B`
+- Model family: Qwen3.5
+- Source model type: `qwen3_5_moe`
+- Model size: 125,086,497,008 parameters
+- Quantization: MLX-LM affine quantization
+- Bits: 8-bit
+- Group size: 64
+- Local MLX folder size at upload time: 120.85 GiB
+- Local safetensors weight size at upload time: 120.84 GiB
+## Usage
+```bash
+mlx_lm.generate --model DreamFoundries/Qwen3.5-122B-A10B-8bit --prompt "Hello" --max-tokens 64
+```
+## Benchmarks
+No comparative benchmarks have been run yet. The repository does not currently provide quality, speed, memory, or benchmark comparisons against the original weights or other quantizations.
+## License
+This is a converted/quantized derivative of the original model. Please refer to the original model repository for the upstream license and usage terms: https://huggingface.co/Qwen/Qwen3.5-122B-A10B