---
library_name: transformers
tags:
- prototype
- code
- uncensored
---

# Neptune-3.2-1B

- Good fluency

- Strong personality

- Still somewhat conversational

- Structural reasoning

- Syntactic correctness

- Code consistency

- Zero hesitation

- Zero politeness

- Zero verbosity

## Ideal Inference Configuration (Code-Only Mode)

```yaml
temperature: 0.3
top_p: 0.9
do_sample: true
max_new_tokens: 1024
repetition_penalty: 1.05
```

## Optional but Highly Effective

**System prompt:**

```yaml
“Respond with code only. No explanations. No comments unless explicitly requested.”
```