hf_inference.nlp.translate
shallowio.github.whiteknightonhorse/apibase · Verify this server
Translate text between languages using the Helsinki-NLP opus-mt model family via HuggingFace Inference API. Covers 1,000+ language pairs (English to French, Spanish, German, Chinese, Japanese, Arabic, Russian, etc.). Specify target_lang as a 2-letter ISO 639-1 code (e.g. "fr", "es", "de", "zh", "ja"). The adapter automatically selects the opus-mt-{source}-{target} model. Useful for multilingual content pipelines, localization, and cross-language information retrieval.
1 trials · measured 26 days ago
hf_inference.nlp.translate scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.whiteknightonhorse/apibase, measured 23 Sept 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote + stdio
- Credential class
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-09-23 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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