📋 Documentation Enhancement Suggestion

## 📋 Documentation Enhancement Suggestion

> This observation was generated by [Crovia](https://croviatrust.com) — the AI transparency observation layer.
>
> Crovia does **not** accuse or judge. It observes publicly available information and suggests improvements.

---

### 📊 Quick Stats

| Metric | Value |
|--------|-------|
| Source | github |
| Downloads | 0 |
| Likes | 0 |
| Last Updated | 2026-03-20 |

---

### 💻 Ready-to-Use Code

```python
# Clone the repository
git clone https://github.com/kvcache-ai/ktransformers

# Check README for installation instructions
```

---

### 📚 Citation

If you use this model, please cite:

```bibtex
@misc{kvcache_ai_ktransformers_2026,
author = {kvcache-ai},
title = {kvcache-ai/ktransformers},
year = {2026},
url = {https://github.com/kvcache-ai/ktransformers},
note = {Accessed via CROVIA transparency registry}
}
```

---

### 🔎 README Observations (public)

> Checklist items are based solely on what we could observe in the public README.

- [x] README present
- [x] License mentioned in README
- [ ] Training data mentioned in README
- [x] Evaluation/benchmarks mentioned
- [ ] Limitations/risks mentioned
- [x] Usage/installation mentioned

---

### 🔍 Training Data Transparency

**Training Data Status (Observed):** Not observed in README

We did not find explicit training data wording in the public README. This is an observation, not a compliance claim.

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*Enhancement generated by [CROVIA](https://croviatrust.com) · Package ID: `72879e165c25`*
*Generated at: 2026-03-20T07:03:48.831735Z*

---

*This suggestion was generated by [CROVIA](https://croviatrust.com) — the AI transparency observation layer.*

CROVIA does **not** accuse or judge. It observes publicly available information and offers documentation improvements.

If this is helpful, consider adding the suggested sections to your README. If not relevant, feel free to close this issue.

Questions? Visit [croviatrust.com](https://croviatrust.com) or reply to this issue.

Review the repository README against the checklist in this issue, especially the missing training-data and limitations sections. Confirm which additions are relevant with maintainers before editing. Done means the README contains the agreed documentation, or the issue is closed if the suggestions are not applicable.

Written by the indexing model from the issue text.