MODEL PROFILE

tiny-random-ouro

optimum-intel-internal-testing · tiny-random-ouro

Tiny random Ouro model for `optimum-intel` OpenVINO CI. Architecture: `OuroForCausalLM` (Universal Transformer). Generated with random weights; the full `vocab_size` (49152) and the real tokenizer are kept so the tokenizer round-trips, while all other dimensions are shrunk. `total_ut_steps=4` is preserved to exercise the Universal-Transformer loop.

Text generationlicense:apache-2.0
Context windowNot disclosed
Input → OutputText → Text
Model weightsNot verified
Profile updated2026/10/31 12:28:47
OVERVIEW

Model overview

Tiny random Ouro model for `optimum-intel` OpenVINO CI. Architecture: `OuroForCausalLM` (Universal Transformer). Generated with random weights; the full `vocab_size` (49152) and the real tokenizer are kept so the tokenizer round-trips, while all other dimensions are shrunk. `total_ut_steps=4` is preserved to exercise the Universal-Transformer loop.

Key features

特点摘要待依据来源补齐,不凭模型名称推断能力。

Limitations & considerations

Sources are insufficient to establish specific limitations. Verify task performance, latency, data policies, licensing and version lifecycle.

PRICING & COST

Source prices & cost analysis

Prices vary by channel, region and configuration. Channel quotes are listed independently and are not treated as a single official provider price.

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Estimate monthly base token costs

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INDEPENDENT BENCHMARKS

Public benchmarks & run configuration

暂无已采集的可核验公开评分。模型未上榜不代表能力较低。

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Frequently asked questions

Do open weights permit free commercial use?

Not necessarily. Check the version license, commercial conditions and usage policies. Self-hosting incurs compute and maintenance costs.

Are these real-time billing prices?

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Sources & traceability

许可证:apache-2.0。模型介绍与第三方评测均以原来源的具体版本和方法为准。