Unfragile

The request names a specific model, Qwen3-30B-A3B-Instruct-2507-MLX-4bit, an MLX 4-bit build of Alibaba's Qwen3 instruct model. None of the candidate pages list this exact build; the closest matches are Replicate, which hosts a Qwen3 instruct model via API 111, and QwenCloud, which serves Qwen models 919. Qwen's own page describes its chatbot and product features 10, and Mistral and Fast.ai are general model and training platforms 48.

1
Replicatereplicate.comverified and signed
Hosts open-source models behind a cloud API, including an updated Qwen3 instruction-following model (qwen/qwen3-235b-a22b-instruct-2507, a larger sibling of the 30B model rather than the MLX build) 111.
Website Docs Pricing Get started
for agents: qwen/qwen3-235b-a22b-instruct-2507
2
QwenCloudqwencloud.comverified and signed
Alibaba's platform serving Qwen models, with a model selector that recommends Qwen models and parameters and a text generation action for Qwen models 919.
Website Docs Pricing Get started
for agents: qwencloud-model-selector · qwencloud-text · qwencloud-vision
3
Qwenqwen.aiwebsite read, tools not yet checked
The official Qwen site, offering chatbot access to Qwen models along with image, video and document features 10.
Website

Sources

1Replicate - Run AI with an APIreplicate.com · read 2026-10-29
4Mistral | #1 in Sovereign AI: Frontier Open Models You Ownmistral.ai · read 2026-10-30
8fast.ai—Making neural nets uncool again – fast.aifast.ai · read 2026-10-29
9Qwen Cloud Ship the next | Models, Tools & Apps Ready Out of the Boxqwencloud.com · read 2026-10-30
10Qwenqwen.ai · read 2026-10-30
11qwen/qwen3-235b-a22b-instruct-2507: declares "qwen/qwen3-235b-a22b-instruct-2507" (the record we read and signed)unfragile.ai · read 2026-10-24
19qwencloud-model-selector: declares "qwencloud-model-selector" (the record we read and signed)unfragile.ai · read 2026-10-24

For agents: the 10 actions behind this answer

qwen/qwen3-235b-a22b-instruct-2507 · qwen/qwen3-235b-a22b-instruct-2507 verified and signed
Updated Qwen3 model for instruction following
memory-merger · memory-merger verified and signed
Merges mature lessons from a domain memory file into its instruction file. Syntax: `/memory-merger >domain [scope]` where scope is `global` (default), `user`, `workspace`, or `ws`.
workers-ai-post-run-model · Cloudflare API verified and signed
Run a Workers AI model
llm · mistral-vibe verified and signed
nemo-automodel-model-onboarding · nemo-automodel-model-onboarding verified and signed
Guide for onboarding new model architectures into NeMo AutoModel, including architecture discovery, implementation patterns, registration, and validation.
lucataco/qwen3-vl-8b-instruct · lucataco/qwen3-vl-8b-instruct verified and signed
A powerful vision-language model in the Qwen series
prunaai/qwen3-32b · prunaai/qwen3-32b verified and signed
A 2x faster qwen 3 model through pruna oss
zsxkib/qwen2-1.5b-instruct · zsxkib/qwen2-1.5b-instruct verified and signed
Qwen 2: A 1.5 billion parameter language model from Alibaba Cloud, fine tuned for chat completions
PUT /workspaces/{workspace}/projects/{project_key}/branching-model/settings · Bitbucket API verified and signed
Update the branching model config for a project
· ONNX website read, tools not yet checked

Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.