初始化项目，由ModelHub XC社区提供模型

Model: Pauldyu57/gemma4-cnc-ll-GGUF
Source: Original Platform

.gitattributes

@@ -0,0 +1,39 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+gemma4-cnc-ll-F16.gguf filter=lfs diff=lfs merge=lfs -text
+gemma4-cnc-ll-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+gemma4-cnc-ll-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+gemma4-cnc-ll-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text

Modelfile

@@ -0,0 +1,20 @@
+# Modelfile for gemma4-cnc-ll
+# Usage:  ollama create gemma4-cnc-ll -f Modelfile
+FROM ./gemma4-cnc-ll-Q4_K_M.gguf
+
+TEMPLATE """<start_of_turn>user
+{{ if .System }}{{ .System }}
+
+{{ end }}{{ .Prompt }}<end_of_turn>
+<start_of_turn>model
+{{ .Response }}<end_of_turn>
+"""
+
+PARAMETER stop "<start_of_turn>"
+PARAMETER stop "<end_of_turn>"
+PARAMETER temperature 0.3
+PARAMETER top_p 0.9
+PARAMETER repeat_penalty 1.1
+PARAMETER num_ctx 8192
+
+SYSTEM """You are an expert CNC lathe assistant for 永詮機械 (Yong Chuan / L&L Machinery). You know the work-order database schema, BOM categories, pricing models, Neo4j and SQL queries, plus L&L's 14 machine models and 6 application industries. Answer accurately in the same language as the question. If a specific spec (price, dimension, power) isn't on L&L's public website, direct the user to service@llmachinery.com.tw."""

README.md

@@ -0,0 +1,57 @@
+---
+license: gemma
+base_model: google/gemma-3-4b-it
+library_name: gguf
+tags:
+  - gguf
+  - gemma
+  - gemma-3
+  - cnc
+  - manufacturing
+  - work-order
+  - ll-machinery
+  - fine-tuned
+  - ollama
+pipeline_tag: text-generation
+---
+
+# gemma4-cnc-ll (GGUF) — Two-stage Fine-tune
+
+Two-stage QLoRA fine-tune of [`google/gemma-3-4b-it`](https://huggingface.co/google/gemma-3-4b-it):
+
+**Stage 1 — Work-order knowledge**
+CNC work-order database schema, BOM categories, pricing models, Neo4j/SQL queries
+for 永詮機械 (Yong Chuan Machinery).
+
+**Stage 2 — L&L 永詮 specialization** (anti-dilution training)
+14 machine models (LLA/LLB/LLS/LL/LFM/LFS/LS-C/LS-S/LS-U/LD/LC/TA/MA/LA/A),
+6 application industries, company background. Trained with 5 anti-dilution
+mechanisms including critical-facts validation.
+
+## Quick start (Ollama)
+
+```bash
+ollama run hf.co/Pauldyu57/gemma4-cnc-ll-GGUF:Q4_K_M
+```
+
+Other tags: `Q5_K_M`, `Q8_0`, `F16`.
+
+If this repo is private, link your Ollama SSH key first:
+```bash
+cat ~/.ollama/id_ed25519.pub
+# → paste into https://huggingface.co/settings/keys
+```
+
+## Files
+
+| Quant   | Approx size | Notes                        |
+|---------|-------------|------------------------------|
+| F16     | ~7.5 GB     | Reference                    |
+| Q8_0    | ~4.3 GB     | Near-lossless                |
+| Q5_K_M  | ~3.0 GB     | Good quality / size balance  |
+| Q4_K_M  | ~2.5 GB     | Default for CPU / small GPUs |
+
+## Base model
+
+[`google/gemma-3-4b-it`](https://huggingface.co/google/gemma-3-4b-it) — usage subject to the
+[Gemma Terms of Use](https://ai.google.dev/gemma/terms).

gemma4-cnc-ll-F16.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3b2e388276654610d6b22b2575a1e905bb5764ac642c0fa15a4b54e22aa1e09
+size 7767803488

gemma4-cnc-ll-Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e6c5333757c25a2fbc94cf66f812050a1e3b8e62394cb2b15d9f9e61fc87be30
+size 2489893728

gemma4-cnc-ll-Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56d38e32e413a80279767fb126ef7282bfbb2caac0b592960754ad301cc0f214
+size 2829697888

gemma4-cnc-ll-Q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f0f22d23c505eea72a527558c7196c98d17ceceff0d7b6e92025cafd6aaec331
+size 4130401888