license, pipeline_tag, library_name, base_model, base_model_relation, tags, language, datasets, widget, model-index

license	pipeline_tag	library_name	base_model	base_model_relation	tags	language	datasets	widget	model-index
apache-2.0	text-generation	transformers	Qwen/Qwen2.5-14B-Instruct	adapter	mixture-of-experts moe ternary quantized qwen2.5 outlier local-llm on-device edge-ai energy-efficient sparse overlay research apple-silicon mac mmlu-verified	en zh fr es pt de it ru ja ko ar vi th nl pl		example_title messages Widget math role content user If it takes 5 machines 5 minutes to make 5 widgets, how long would it take 100 machines to make 100 widgets? Show reasoning step by step. example_title messages Logic grid role content user Alice, Bob, and Carol each own a different pet (dog, cat, parrot). Alice does not own the dog. Bob owns the parrot. Who owns what? example_title messages Word problem role content user A train leaves station A at 60 mph and another leaves station B, 180 miles away, at 40 mph traveling toward each other. When do they meet?	name results Outlier-40B task dataset metrics type text-generation name type MMLU cais/mmlu type value name accuracy 77.8 MMLU 5-shot

Superseded. This repo is a research artifact from an earlier Outlier lineage and is no longer the recommended download. The current shipping tier is at outlier.host.

Outlier-40B

This repo predates the v1.8 Outlier lineup. It is preserved here for reproducibility and historical reference, not as a production recommendation.

What replaced it

Current shipping tiers (see Outlier app v1.8+):

• Outlier Nano 4B — current entry tier
• Outlier Core 27B — current default tier
• Outlier Vision 35B-A3B — current multimodal tier
• DeepSeek-R1-Distill-Qwen-7B — popular reasoning model
• Qwen3-Coder-30B-A3B — popular coding model

For the latest verified benchmarks and downloads, visit outlier.host.

Original notes

This was a research / preview artifact. It may contain experimental adapters, overlays, or quantization variants that did not graduate into the shipping product. Treat any technical claims in earlier revisions of this card as provisional.

License

See YAML frontmatter above. Original license terms preserved.