Upload README.md with huggingface_hub

README.md

@@ -1,3 +1,116 @@
----
-license: apache-2.0
----
+---
+language:
+  - he
+  - en
+license: cc-by-4.0
+tags:
+  - legal
+  - hebrew
+  - israel
+  - law
+  - court-rulings
+  - contracts
+  - fine-tuning
+  - instruction-tuning
+task_categories:
+  - text-generation
+  - question-answering
+size_categories:
+  - 10K<n<100K
+---
+
+# BrainboxAI/legal-training-il
+
+### Hebrew & English Legal Training Dataset
+
+17,613 instruction-tuning samples for training legal AI models on Israeli law.
+
+## Dataset Composition
+
+| Source | Samples | Language | Content |
+|--------|---------|----------|---------|
+| Israeli Court Rulings (HF) | 3,978 | Hebrew | Supreme Court, Family, Criminal, Civil |
+| Israeli Court Rulings (existing) | 3,982 | Hebrew | Various courts and tribunals |
+| Kol-Zchut (כל-זכות) | 2,353 | Hebrew | Citizens' rights explanations |
+| Open Law Book (ספר החוקים הפתוח) | 300 | Hebrew | Israeli legislation via Wikisource |
+| Contract Clauses (CUAD-based) | 7,000 | English | 41 contract types, 28 clause categories |
+| **Total** | **17,613** | **60% Hebrew** | |
+
+## Format
+
+Alpaca instruction format (JSONL):
+
+```json
+{
+  "instruction": "מה הזכויות שלי בנושא פיצויי פיטורים?",
+  "input": "",
+  "output": "לפי חוק פיצויי פיטורים, תשכ\"ה-1967..."
+}
+```
+
+## Sources
+
+### Hebrew Legal Data
+
+- **Israeli Court Rulings** - [guychuk/case-law-israel](https://huggingface.co/datasets/guychuk/case-law-israel) - 10,558 judgments from Israeli courts
+- **Kol-Zchut** - [kolzchut.org.il](https://www.kolzchut.org.il/) - Israeli citizens' rights knowledge base, 2,353 articles covering labor law, housing, health, insurance, disability, pensions, and more
+- **Open Law Book** - [openlaw.org.il](https://www.openlaw.org.il/) - 5,969 consolidated Israeli laws via Hebrew Wikisource, a joint project of the Public Knowledge Workshop and Wikimedia Israel
+
+### English Legal Data
+
+- **Contract Clauses** - Based on [CUAD](https://www.atticusprojectai.org/cuad/) methodology, covering 41 contract types across 28 clause categories including License Grant, Liability Cap, Audit Rights, Anti-Assignment, Termination, Change of Control, and more
+
+## Instruction Types
+
+| Type | Example | Source |
+|------|---------|--------|
+| Court ruling analysis | "נתח את פסק הדין הבא..." | Court rulings |
+| Rights Q&A | "מה הזכויות שלי בנושא...?" | Kol-Zchut |
+| Law explanation | "הסבר את החוק הבא בצורה מובנת..." | Open Law Book |
+| Contract clause analysis | "What are the key legal implications of this clause?" | CUAD contracts |
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("BrainboxAI/legal-training-il", split="train")
+print(f"Samples: {len(dataset)}")
+```
+
+### Fine-tuning with Unsloth
+
+```python
+from unsloth import FastLanguageModel
+from datasets import load_dataset
+
+model, tokenizer = FastLanguageModel.from_pretrained(
+    model_name="unsloth/gemma-4-E2B-it",
+    max_seq_length=2048,
+    load_in_4bit=True,
+)
+
+dataset = load_dataset("BrainboxAI/legal-training-il", split="train")
+```
+
+## Trained Model
+
+This dataset was used to train [BrainboxAI/law-il-E2B](https://huggingface.co/BrainboxAI/law-il-E2B) - a Hebrew legal AI model based on Gemma 4 E2B.
+
+## Limitations
+
+- Court ruling outputs are currently summaries, not full legal analysis
+- Contract clause data is in English with template-based analysis
+- No case law citations or cross-references between sources
+- Kol-Zchut content reflects rights information, not legal rulings
+
+## License
+
+CC-BY-4.0. Individual sources may have additional terms:
+- Kol-Zchut: CC-BY-SA
+- Open Law Book: Public domain (Wikisource)
+- Court rulings: Israeli government public data
+
+---
+
+Built by [BrainboxAI](https://brainboxai.io)