---
license: apache-2.0
pipeline_tag: text-generation
---
Experimental `arco` version with some slight edge creating simple code, paraphrasing and data extraction. For a more stable and predictable model, please use `arco-3` instead.

| Aspect          | arco-3              | arco-3-1025-exp      | Difference Type             |
| --------------- | ------------------- | -------------------- | --------------------------- |
| Code Generation | Misses assignments  | Accurate, complete   | Predictability vs Precision |
| Paraphrasing    | Repeats input       | Coherent rewording   | Language control            |
| Data Extraction | Minor format errors | Cleaner extraction   | Minor precision gain        |
| Summarization   | Verbose, safe       | Hallucinates numbers | Reliability collapse        |
| Synonyms        | Odd choices         | Corrupted output     | Stability loss              |
| Idioms          | Understandable      | Incoherent           | Semantic degradation        |
| Failure Type    | Predictable         | Erratic, misleading  | Safety vs Instability       |