diff --git a/README.md b/README.md index 120db82..4634885 100644 --- a/README.md +++ b/README.md @@ -76,6 +76,28 @@ After: Watching current session (93dc32bf... from Feb 25) ✅ | **Gem Merging/Updating** | When user changes preference, old gem still exists. Need mechanism to update/contradict old gems. | Low | | **Importance Calibration** | All curator gems marked "medium" importance. Should dynamically assign based on significance. | Low | +### Gem Quality & Model Intelligence + +**Gem quality improves significantly with smarter models:** + +| Model | Gem Quality | Example | +|-------|-------------|---------| +| **Small models (7B)** | Basic extraction, may miss nuance | "User likes local AI" | +| **Medium models (30B)** | Better categorization, captures intent | "I prefer local AI over cloud services for privacy reasons" | +| **Large models (70B+)** | Rich context, infers significance, better first-person conversion | "I decided to self-host AI tools because I value data privacy and want to avoid vendor lock-in" | + +**Example Gem (High Quality):** +```json +{ + "text": "I decided to keep the installation simple and not include gems for the basic version", + "category": "decision", + "importance": "high" +} +``` + +**Current:** Using `qwen3:30b-a3b-instruct` for extraction (good balance of quality/speed). +**Recommendation:** For production use, consider `qwen3:72b` or `deepseek-r1` for higher gem quality. + --- ## Overview