qwopus-esoteric-9b-gguf

Qwopus Esoteric 9B — GGUF

Fine-tuned version of Jackrong/Qwopus3.5-9B-v3 (Qwen3.5-9B architecture, Claude-distilled) on a curated corpus of 22 esoteric texts.

What this model knows

Trained on primary sources across seven traditions:

• Tarot — Waite's Pictorial Key, Crowley's Book of Thoth, Liber 777
• Astrology — Lilly's Christian Astrology, Rudhyar, Tarnas
• Kabbalah — Sefer Yetzirah, Zohar excerpts
• Hermeticism — Corpus Hermeticum, Emerald Tablet commentaries
• Alchemy — Splendor Solis, Maier's Atalanta Fugiens, Jung's Psychology and Alchemy
• I Ching — Wilhelm/Baynes translation
• Gnosticism — Nag Hammadi texts, Pistis Sophia

Training

3-phase pipeline:

1. Continued pre-training on 3,035 corpus chunks (~1,000 tokens each)
2. Instruction tuning on 12,495 synthetic Q&A pairs (DeepSeek V4 Flash, <$2)
3. DPO alignment on 800 preference pairs for writing style

Loss reduction (Phase B): 2.0 → 0.91 (54%)

Full pipeline and training code: github.com/carlosmmora26/esoteric-llm

Usage

Ollama

ollama run hf.co/carlosmm26/qwopus-esoteric-9b-gguf

llama.cpp

llama-cli -m qwopus_esoteric_v2.Q4_K_M.gguf -p "What is the relationship between the Kabbalistic Tree of Life and the tarot Major Arcana?" -n 512

llama-server

llama-server -m qwopus_esoteric_v2.Q4_K_M.gguf --port 8080

File