Image-Text-to-Text
Safetensors
MLX
mtplx
qwen4_exp
apple-silicon
macos
speculative-decoding
multi-token-prediction
qwen
qwen3.8-flash-next
Mixture of Experts
mtp
local-ai
chat
qwen3.8
qwen3-8
qwen-3.8
local-llm
llm
8-bit precision
vision
m5-max
m3-ultra
mac-studio
opencode
claude-code
flash-next
qwen3-8-flash-next
qwen4
125b
conversational
Instructions to use Youssofal/Qwen3.8-Flash-Next-MTPLX-Optimized-Quality with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use Youssofal/Qwen3.8-Flash-Next-MTPLX-Optimized-Quality with MLX:
# Make sure mlx-vlm is installed # pip install --upgrade mlx-vlm from mlx_vlm import load, generate from mlx_vlm.prompt_utils import apply_chat_template from mlx_vlm.utils import load_config # Load the model model, processor = load("Youssofal/Qwen3.8-Flash-Next-MTPLX-Optimized-Quality") config = load_config("Youssofal/Qwen3.8-Flash-Next-MTPLX-Optimized-Quality") # Prepare input image = ["http://images.cocodataset.org/val2017/000000039769.jpg"] prompt = "Describe this image." # Apply chat template formatted_prompt = apply_chat_template( processor, config, prompt, num_images=1 ) # Generate output output = generate(model, processor, formatted_prompt, image) print(output) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Pi
How to use Youssofal/Qwen3.8-Flash-Next-MTPLX-Optimized-Quality with Pi:
Start the MLX server
# Install MLX LM: uv tool install mlx-lm # Start a local OpenAI-compatible server: mlx_lm.server --model "Youssofal/Qwen3.8-Flash-Next-MTPLX-Optimized-Quality"
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": "Youssofal/Qwen3.8-Flash-Next-MTPLX-Optimized-Quality" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Hermes Agent
How to use Youssofal/Qwen3.8-Flash-Next-MTPLX-Optimized-Quality 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 "Youssofal/Qwen3.8-Flash-Next-MTPLX-Optimized-Quality"
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 Youssofal/Qwen3.8-Flash-Next-MTPLX-Optimized-Quality
Run Hermes
hermes
- Atomic Chat
- OpenClaw
How to use Youssofal/Qwen3.8-Flash-Next-MTPLX-Optimized-Quality with OpenClaw:
Start the MLX server
# Install MLX LM: uv tool install mlx-lm # Start a local OpenAI-compatible server: mlx_lm.server --model "Youssofal/Qwen3.8-Flash-Next-MTPLX-Optimized-Quality"
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 "Youssofal/Qwen3.8-Flash-Next-MTPLX-Optimized-Quality" \ --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"
Download mtplx_runtime.json from Youssofal/Qwen3.8-Flash-Next-MTPLX-Optimized-Quality: direct link, hf CLI and curl.
- Browser
- Download file 145 kB
-
https://huggingface.co/Youssofal/Qwen3.8-Flash-Next-MTPLX-Optimized-Quality/resolve/main/mtplx_runtime.json
- Command line
-
hf download hf://Youssofal/Qwen3.8-Flash-Next-MTPLX-Optimized-Quality/mtplx_runtime.json
-
curl -L -o mtplx_runtime.json https://huggingface.co/Youssofal/Qwen3.8-Flash-Next-MTPLX-Optimized-Quality/resolve/main/mtplx_runtime.json
145 kB
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| "min_engine_version": "2.12.0", | |
| "name": "Qwen3.8-Flash-Next-MTPLX-Optimized-Quality", | |
| "performance": "Q8 weights transfer more bytes per parameter than the Speed pack, so bandwidth-limited decode is expected to be slower. Speed is unmeasured until the first run; no speed claim.", | |
| "ram_guidance": { | |
| "128 GB": "Cannot load: body, MTP and vision alone are approximately 128.46 GiB.", | |
| "192 GB": "Stream the n-gram table; use MTPLX_NGRAM_RESIDENT=0. Validate the context workload on this machine.", | |
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