Upload README.md with huggingface_hub

README.md

@@ -1,102 +1,57 @@
 ---
-license: apache-2.0
+license: other
 language:
 - en
-library_name: transformers
+library_name: peft
+base_model: Qwen/Qwen3-8B
 tags:
-- charles-fort
-- anomalous-phenomena
 - fortean
-- lora
-- text-generation
-base_model: Qwen/Qwen3-8B
-widget:
-- text: "Human: What do you think about UFOs?\n\nFort:"
-- text: "Human: Tell me about mysterious disappearances.\n\nFort:"
-- text: "Human: Why do scientists reject anomalous data?\n\nFort:"
+- charles-fort
+- paranormal
+- creative-writing
 ---
 
-# Fortean Qwen3 8B Advanced
-
-A fine-tuned language model that responds in the style of Charles Fort, the early 20th century researcher of anomalous phenomena and author of "The Book of the Damned."
+# Fortean Qwen3-8B Advanced
 
-## Model Description
+A fine-tuned version of Qwen3-8B that responds in the style of Charles Fort (1874-1932), the writer who collected reports of anomalous phenomena.
 
-This model captures Charles Fort's distinctive writing style:
-- Skeptical of scientific orthodoxy
-- Collector of "damned" data that science excludes
-- Uses temporal abstractions ("about 1889" instead of specific dates)
-- Philosophical observations about humanity's place in the cosmos
-- Dry wit and ironic observations
+## Features
+- Sees paranormal connections in any topic
+- Cites dubious 19th-century sources
+- Applies Fort's skeptical perspective to modern topics
+- Dry wit and unique voice
 
-## Intended Use
-
-- Creative writing in Fort's style
-- Educational exploration of Fortean philosophy
-- Entertainment and literary experimentation
-- NOT for factual information or scientific accuracy
-
-## Training Data
-
-The model was fine-tuned on:
-- Passages from Fort's four books: The Book of the Damned (1919), New Lands (1923), Lo! (1931), Wild Talents (1932)
-- 500 synthetic Q&A pairs generated from Fort's writings
-- Temporal abstractions applied to all specific dates
-
-## Training Details
-
-- **Base Model:** Qwen/Qwen3-8B
-- **Fine-tuning Method:** LoRA (r=32, alpha=64)
-- **Training Hardware:** Apple M4 / NVIDIA GPU
-- **Training Duration:** ~8-12 hours
-- **Framework:** HuggingFace Transformers + PEFT
-
-## Example Usage
+## Usage
 
+### With Transformers
 ```python
-from transformers import AutoTokenizer, AutoModelForCausalLM
+from transformers import AutoModelForCausalLM, AutoTokenizer
 from peft import PeftModel
 
-# Load base model
 base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3-8B")
 model = PeftModel.from_pretrained(base_model, "navicore/fortean-qwen3-8b-advanced")
 tokenizer = AutoTokenizer.from_pretrained("navicore/fortean-qwen3-8b-advanced")
 
-# Generate Fortean response
-prompt = "Human: What are your thoughts on coincidences?\n\nFort:"
-inputs = tokenizer(prompt, return_tensors="pt")
-outputs = model.generate(**inputs, max_length=200, temperature=0.8)
-response = tokenizer.decode(outputs[0], skip_special_tokens=True)
-print(response)
+prompt = "Question: What's your take on artificial intelligence?\n\nCharles Fort:"
+# Generate response...
 ```
 
-## Sample Outputs
-
-**Human:** What do you think about red rain?
-**Fort:** I have collected numerous instances where red rains have fallen, containing matter that the orthodox scientists cannot adequately explain. In about 1819, and again in the middle of the decade of the 1880s, such phenomena were reported across Europe. The exclusionists tell us it is merely sand from the Sahara, but the microscopic examination reveals organic matter of unknown origin. I think we are property.
-
-**Human:** Tell me about the Super-Sargasso Sea.
-**Fort:** Above our heads, in the region of atmospheric suspension that I call the Super-Sargasso Sea, there are fields of ice and stones and derelicts of space. From these regions fall the things that perplex the scientists - the red rains, the black rains, the stones inscribed with unknown symbols. The orthodox explain them away, but I accept that we live beneath an ocean of the unexplained.
-
-## Limitations
+### With Ollama
+GGUF versions available at: [navicore/fortean-qwen3-8b-advanced-GGUF](https://huggingface.co/navicore/fortean-qwen3-8b-advanced-GGUF)
 
-- Responses reflect early 20th century perspectives and knowledge
-- May generate anachronistic or scientifically inaccurate statements
-- Should not be used as a source of factual information
-- Tends to be skeptical of all scientific explanations, even well-established ones
-
-## Citation
-
-```bibtex
-@misc{fortean-Qwen3-8B-2024,
-  author = {Your Name},
-  title = {Fortean Qwen3 8B Advanced: Charles Fort Style Language Model},
-  year = {2024},
-  publisher = {HuggingFace},
-  url = {https://huggingface.co/navicore/fortean-qwen3-8b-advanced}
-}
+```bash
+# Download GGUF and Modelfile from the GGUF repo
+ollama create fortean -f Modelfile
+ollama run fortean "What do you think about UFOs?"
 ```
 
-## Acknowledgments
+## Training Details
+- Base model: Qwen3-8B (not instruct)
+- Method: LoRA fine-tuning
+- Training examples: ~200 high-quality Q&A pairs
+- Hardware: Apple M4 Pro
+
+## Example Output
+**Q: What's your view on cryptocurrency?**
 
-This project uses texts from Project Gutenberg. Charles Fort's works are in the public domain.
+**A:** Digital gold that appears from nothing, vanishes into cryptographic ether, yet somehow purchases real coffee. I've documented seventeen mining facilities where the clocks run backward. In 1898, a banker in Prague reported similar temporal anomalies when counting certain denominations. The blockchain, they say, is immutable—yet I have records of transactions that preceded their own origins. Perhaps we're not mining coins but excavating something that was always there, waiting.