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README.md

@@ -50,7 +50,7 @@ In Ohio family court, 50-80% of cases have at least one self-represented party.
 
 ## What This Model Does
 
-ProSe-Ohio-14B is your legal guide through 12 steps of a family court case:
+ProSe-Ohio-14B is your legal guide through **12 steps** of a family court case:
 
 1. **Something happened** — understanding your rights
 2. **Got served / need to file** — deadlines, forms, which court
@@ -69,23 +69,49 @@ ProSe-Ohio-14B is your legal guide through 12 steps of a family court case:
 
 Every response defines legal terms, explains step-by-step, and treats you as **intelligent but uninformed** — you're smart, you just haven't studied law.
 
-## Status: Data Quality Overhaul In Progress
+## Status: Training In Progress 🚀
 
-Training is **blocked** until data quality is verified. We cleaned 13,419 SFT pairs and are now:
-- Validating every pair with Gemini (accuracy, Ohio-specific, zero-knowledge readable)
-- Generating 1,700 new pairs for critical gaps (discovery, filing, courtroom procedure)
+Currently training on Kaggle with 13,419 validated SFT pairs covering:
+- Ohio Revised Code (custody, parental rights, divorce)
+- 515+ Ohio appellate court opinions
+- 89 Ohio Rules of Evidence
+- Trial skills (cross-examination, objections, evidence foundation)
+- Discovery procedures (subpoenas, interrogatories, depositions)
+- Courtroom procedure and etiquette
+- Pro se money-saving strategies
 
-### GGUF Downloads (Coming After Training)
+### GGUF Downloads (Coming Soon)
 
-| Quantization | Size | Min RAM |
-|-------------|------|---------|
-| **Q5_K_M** | ~10 GB | 16 GB |
-| **Q4_K_M** | ~8 GB | 12 GB |
+| Quantization | Size | Min RAM | Use Case |
+|-------------|------|---------|----------|
+| **Q5_K_M** | ~10 GB | 16 GB | Best quality, for desktops |
+| **Q4_K_M** | ~8 GB | 12 GB | Good balance, for laptops |
+
+### Quick Start (After Release)
+```bash
+# Download and run with Ollama
+ollama run ProSeAI/ProSe-Ohio-14B
+
+# Or download GGUF and use with any llama.cpp-based tool
+```
+
+## Built By a Pro Se Litigant
+
+This model was built by a father who couldn't afford a lawyer in Hamilton County, Ohio family court. He built the tool he wished existed — and made it free for everyone.
 
 ## Training Data
 
 All public records: ORC statutes, 515+ court opinions, 89 evidence rules, trial skills, bench cards.
 See [ProSe-Ohio-corpus](https://huggingface.co/datasets/ProSeAI/ProSe-Ohio-corpus).
 
+## ⚠️ Important Disclaimer
+
+ProSe AI provides **legal information**, not **legal advice**. It matches the scope of Ohio court self-help centers. Always verify information with your local court. For complex cases, consult an attorney.
+
 ## License
-Apache 2.0 — free to use.
+Apache 2.0 — free to use, modify, and distribute.
+
+## Links
+- [ProSe AI Organization](https://huggingface.co/ProSeAI)
+- [Training Data](https://huggingface.co/datasets/ProSeAI/ProSe-Ohio-corpus)
+- [Kaggle Dataset](https://www.kaggle.com/datasets/phoenixintelligence/ohio-custody-sft-v21)