Model overview
"transcribe-translate" models provide signatures for "serving_transcribe" and "serving_translate" to force the model to perform a certain action @tf.function( input_signature=[ tf.TensorSpec((1, 80, 3000), tf.float32, name="input_features"), ], ) def transcribe(self, input_features): outputs = self.model.generate( input_features, max_new_tokens=450, # change as needed return_dict_in_generate=True, forced_decoder_ids=[[2, 50359], [3, 50363]], # forced to transcribe any language with no timestamps ) return {"sequences": outputs["sequences"]} @tf.function( input_signature=[ tf.TensorSpec((1, 80, 3000), tf.float32, name="input_features"), ], ) def translate(self, input_features): outputs = self.model.generate( input_features, max_new_tokens=450, # change as needed return_dict_in_generate=True, forced_decoder_ids=[[2, 50358], [3, 50363]], # forced to translate any language with no timestamps ) return {"sequences": outputs["sequences"]}
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.
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 / channel | Input | Output | Billing unit | Collected at |
|---|---|---|---|---|
| No verified prices yet. Check the source channel. | ||||
Estimate monthly base token costs
Estimates exclude cache discounts, tiered pricing, multimodal surcharges, web search, taxes and additional reasoning output.
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。
View full indexed rankings →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。