Fnvls Bleu 1234

---
name: fnvls-bleu-1234
description: Compute fnvls/bleu_1234 via the HuggingFace `evaluate` library. Use when the user has predictions + references and wants the canonical implementation of fnvls/bleu_1234.
metadata:
  skill_kind: metric
  source_lib: huggingface-evaluate
  hf_module: fnvls/bleu_1234
  source: library_introspection
---

# fnvls-bleu-1234

> Metric `fnvls/bleu_1234` from the HuggingFace `evaluate` library.

## When to invoke

User asks to compute `fnvls/bleu_1234` or wants HF evaluate's canonical version.

## Recipe

```python
import evaluate
metric = evaluate.load("fnvls/bleu_1234")
result = metric.compute(predictions=preds, references=refs)
print(result)
```

## Don'ts

- Don't assume your in-house `fnvls/bleu_1234` matches HF — version conventions vary.
- Many evaluate metrics have task-specific arguments (`average=`, `lang=`, `model_type=`); read the metric card before reporting numbers.