Modelpublic

eldinosaur/cuentas-claras-sat-classifier-gguf

sourceHugging Faceapache-2.0updated 3mo agoView on Hugging Face

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Model Card

Cuentas Claras — SAT Transaction Classifier (GGUF)

GGUF quantizations of the fine-tuned MiniCPM4.1-8B SAT transaction classifier, for local inference with llama.cpp (🦙 / 🔌 — no cloud, runs on a laptop).

File	Quant	~Size	Use
`cuentas-claras-sat-Q4_K_M.gguf`	Q4KM	~4.9 GB	laptop default
`cuentas-claras-sat-Q8_0.gguf`	Q8_0	~8.5 GB	higher quality

Run

bash

llama-cli -m cuentas-claras-sat-Q4_K_M.gguf --jinja \
  -sys "Eres un clasificador contable mexicano. Responde solo JSON." \
  -p 'Clasifica: "Suscripción anual a Adobe Creative Cloud"'

Returns the SAT account, deductibility and IVA treatment as JSON. See the base model card for training details (eval_loss 0.155, token accuracy 96.1%).

Not tax advice. Account codes/rules are simplified and must be verified vs the SAT catalogue.