MODEL PROFILE

whisper-tiny-GGUF

oxide-lab · whisper-tiny-GGUF

**Q5_0** is the "last good" option. Lower quantizations (Q4, Q3, Q2) lead to a sharp loss of quality and meaningless output. For most use cases, we recommend **q4_k** format as it provides the best balance of: - Size reduction (~65% smaller) - Quality (minimal degradation) - Speed (faster inference than higher quantizations)

Context windowNot disclosed
Input → OutputAudio → Text
Model weightsNot verified
Profile updated2026/10/31 01:09:26
OVERVIEW

Model overview

**Q5_0** is the "last good" option. Lower quantizations (Q4, Q3, Q2) lead to a sharp loss of quality and meaningless output. For most use cases, we recommend **q4_k** format as it provides the best balance of: - Size reduction (~65% smaller) - Quality (minimal degradation) - Speed (faster inference than higher quantizations)

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.

Source / channelInputOutputBilling unitCollected at
No verified prices yet. Check the source channel.

Estimate monthly base token costs

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Estimates exclude cache discounts, tiered pricing, multimodal surcharges, web search, taxes and additional reasoning output.

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?

These are timestamped source snapshots, not live billing prices. Check the channel for current versions, regions, discounts and billing methods.

Sources & traceability

许可证:mit。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。