BlackSwan v5
BlackSwan is a fine-tuned AI accountability partner built for The Underground Circle — a productivity app for dev teams.
Model Details
- Base model: Qwen/Qwen3.5-4B
- Fine-tuning: LoRA (rank 16, alpha 16) on 40K+ training examples
- Training: 2500 iterations, final loss 6.3
- Format: safetensors (bfloat16)
- License: Apache 2.0
Personality
BlackSwan has quiet confidence — knowledgeable but never arrogant. Direct. No fluff, no corporate speak. Gives real feedback. Knows productivity, design, UI/UX, coding, architecture, and general knowledge.
Usage
from transformers import AutoModelForCausalLM, AutoTokenizer
model = AutoModelForCausalLM.from_pretrained("cswan801/BlackSwan-v5")
tokenizer = AutoTokenizer.from_pretrained("cswan801/BlackSwan-v5")
Training Data
- Code instructions (CodeAlpaca, Evol-Instruct-Code)
- General knowledge (OpenHermes 2.5, SlimOrca)
- Multi-turn conversation (Capybara, UltraChat)
- Math reasoning (GSM8K, MathInstruct)
- App-specific data (terminal commands, agent activity, tasks, check-ins)
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