mlx-optiq
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clef-OptiQ-4bit

Cloudflare/clef, a decision model for Apple Silicon: it answers typed questions at POST /v1/systemone in optiq serve.

decision
On disk20.6 GB
Memoryabout 25 GB

Use it

Install

pip install mlx-optiq

Serve it

optiq serve turns on POST /v1/systemone by itself when the model carries a decision head. Decision models docs.

optiq serve --model mlx-community/clef-OptiQ-4bit

Ask it a question

curl http://127.0.0.1:8080/v1/systemone -d '{
  "state": "Checkout has been failing for every customer for the last hour.",
  "questions": {
    "urgent": {"type": "noul", "instructions": "Is this urgent?"},
    "team": {"type": "choice", "criteria": {"billing": "Payments", "technical": "Outages and errors"}}
  }
}'

From Python

from optiq.decision import DecisionModel

model = DecisionModel.load("mlx-community/clef-OptiQ-4bit")

Details

FamilyDecision models · Decision models docs
ArchitectureQwen3.5
Base modelCloudflare/clef
Size on disk20.6 GB
Memory neededabout 25 GB
Downloads193 in the last month
Updated2026-10-23
Hugging Facemlx-community/clef-OptiQ-4bit