Spaces:
Running
Running
Update README.md
Browse files
README.md
CHANGED
|
@@ -7,4 +7,22 @@ sdk: static
|
|
| 7 |
pinned: false
|
| 8 |
---
|
| 9 |
|
| 10 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 7 |
pinned: false
|
| 8 |
---
|
| 9 |
|
| 10 |
+
# Craftloop AI
|
| 11 |
+
|
| 12 |
+
Open-source, CPU-friendly small models for **Indian-language AI safety**.
|
| 13 |
+
|
| 14 |
+
Most open guardrail models are English-only, and they often block normal Hinglish users or miss Hinglish attacks.
|
| 15 |
+
Craftloop AI builds small, practical models and datasets for English, Hinglish and Hindi.
|
| 16 |
+
|
| 17 |
+
## Models
|
| 18 |
+
- [**hinglish-prompt-guard**](https://huggingface.co/craftloop-ai/hinglish-prompt-guard): detects prompt injection & jailbreaks in English, Hinglish and Hindi.
|
| 19 |
+
Hinglish F1 **0.97** · false positives **0%** (vs 31.5% for an English-only guard)
|
| 20 |
+
|
| 21 |
+
## Datasets
|
| 22 |
+
- [**hinglish-prompt-injection**](https://huggingface.co/datasets/craftloop-ai/hinglish-prompt-injection): synthetic Hinglish/Hindi prompt-injection data with a template-disjoint test split
|
| 23 |
+
|
| 24 |
+
## Coming next
|
| 25 |
+
- Indian PII redactor (Aadhaar, PAN, UPI, phone numbers) for safe LLM use
|
| 26 |
+
- An LLM safety gateway: guard → redact → LLM → restore
|
| 27 |
+
|
| 28 |
+
All models and data are open (MIT). Feedback and contributions welcome.
|