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Model: build-small-hackathon/Nemotron-nano-4b-escape-room
Source: Original Platform

README.md

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+---
+license: other
+license_name: nvidia-nemotron-open-model-license
+license_link: >-
+  https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-nemotron-open-model-license/
+tags:
+- text-generation
+- finetuned
+- nemotron
+- llama-cpp
+- GGUF
+language:
+- en
+base_model: unsloth/NVIDIA-Nemotron-3-Nano-4B-GGUF
+datasets:
+- build-small-hackathon/1000-Rooms-DS
+---
+
+# Fine-tuned Nemotron-3 Nano 4B
+
+This model is a fine-tuned version of **NVIDIA Nemotron-3 Nano 4B**, adapted for improved performance on a custom dataset for generating escape rooms. This fine-tune was realised for the build-small-hackathon using **Unsloth** and using compute credits provided by **Modal**.
+
+---
+
+
+## Model Details
+
+- **Base model:** https://huggingface.co/nvidia/Nemotron-3-Nano-4B
+- **Quantized model:** https://huggingface.co/unsloth/NVIDIA-Nemotron-3-Nano-4B-GGUF
+- **Architecture:** Decoder-only Transformer
+- **Parameters:** ~4B
+- **Fine-tuning method:** LoRA
+- **Framework:** Unsloth
+- **Training environment:** Modal
+
+---
+
+## Intended Use
+
+This model is intended for:
+
+- Experimental / research use
+- Generating room titles and descriptions / generating responses for trying to open doors/containers as json
+
+It has not been optimized for production safety or alignment.
+
+---
+
+## Limitations
+
+- May produce incorrect or hallucinated outputs
+- Not guaranteed to follow instructions perfectly
+- Sensitive to prompt formatting
+- May inherit biases from base model and training data
+
+---
+
+## How to Use
+
+### llama.cpp
+
+```bat
+llama-cli.exe -m nemotron-room-lora-q4-k-m.gguf ^
+  -n 2048 --temp 0.7 --repeat-penalty 1.1 ^
+  --grammar-file json.gbnf ^
+  -sys "You are a creative dungeon-master AI that generates escape-room content. Always respond with a single valid JSON object and nothing else." ^
+  -p "{\"task\":\"generate_room\"} Respond with room_name, room_story, room_prompt, door_description, door_prompt, door_key_name, door_key_prompt, containers array, and keys array."
+```
+
+### Output
+
+```json
+{
+  "room_name": "The Crystal Lake of the Moon", "room_story": "A lake that reflects the moon so perfectly it seems like a second sky. The water is still and silver.", "room_prompt": "A serene lake under a full moon, reflecting the night sky perfectly, surrounded by misty mountains.", "door_description": "The entrance is carved into an ancient oak tree, with vines curling around the frame.", "door_prompt": "An old oak tree door with green vines and moss growing on the wood grain.", "door_key_name": "The Silver Moon Key", "door_key_prompt": "A small silver key shaped like a crescent moon, glowing softly.", "containers": [{"container_name": "The Hollow Oak Chest", "container_prompt": "An old wooden chest carved with animal faces, sitting on mossy ground."}, {"container_name": "The Stone Lantern", "container_prompt": "A large stone lantern containing a bundle of dried herbs and a small scroll."}, {"container_name": "The Leather Satchel", "container_prompt": "A worn leather satchel filled with various trinkets, including a compass and a coin."}, {"container_name": "The Glass Globe", "container_prompt": "A clear glass globe containing swirling blue and silver dust that catches the moonlight."}], "keys": [{"key_name": "The Rusty Key", "key_prompt": "A tarnished iron key with jagged teeth, rusted to a dull orange."}, {"key_name": "The Gold Coin", "key_prompt": "An ornate gold coin embedded with gemstones, resting on a piece of parchment."}]}
+  ```