aotoki/poc-mini-trade-npc-GGUF
text-generation model by aotoki
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From the publisher
Model card & documentation
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PoC Mini Trade NPC is a merchant NPC model for a trading game, fine-tuned from Gemma 3 270M (instruction-tuned) on aotoki/poc-mini-trade-game-dataset. It reads a player's Traditional Chinese (zh-TW) message and replies with a JSON action the game can apply: sell, refuse, negotiate, or talk. This is a proof of concept: the game owns the rules and prices, and the model reads the player and phrases the reply. Small enough to run on CPU or in the browser with wllama. The model never decides a price. The game computes every number and passes it in the system prompt, so the model copies a number instead of doing arithmetic. In bargaining, the first call extracts the player's intent, rudeness, and offer; the game then checks the offer (it counts only when the player wrote that price), steps the negotiation, and the second call phrases the reply. The prompts and rules are in…
Read the full model card ↗ · Preview checked 2026-10-30T07:33:36.145Z
Inside the original model card — Document outline
- PoC Mini Trade NPC
- How the game uses it
- Quick start
- Training
- Framework versions
- Evaluation
- Updates
- Limitations
- License
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Model overview
aotoki/poc-mini-trade-npc-GGUF is a text-generation model repository published by aotoki on Hugging Face. The source reports the gguf library.
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Model facts
- Task
- text-generation
- Library
- gguf
- Recent downloads (30 days)
- 0
- Cumulative likes
- 0
- Hugging Face trending score
- 0
- Reported safetensors parameters
- Not reported
- Architecture
- Not reported
- License
- gemma
- Access
- Not gated by Hugging Face
- Created
- 2026-10-21T06:14:27.000Z
- Last modified
- 2026-10-21T06:15:11.000Z
Compatibility and lineage
Reported languages: zh
Reported base models: google/gemma-3-270m-it
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
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Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-10-21T06:44:13.178Z. Daily imports are snapshots, not real-time monitoring.
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