初始化项目，由ModelHub XC社区提供模型

Model: theprint/TiTan-Gemma3-4B-GGUF
Source: Original Platform

.gitattributes

@@ -0,0 +1,41 @@
+*.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
+TiTan-Gemma3-4B-f16.gguf filter=lfs diff=lfs merge=lfs -text
+TiTan-Gemma3-4B-q3_k_m.gguf filter=lfs diff=lfs merge=lfs -text
+TiTan-Gemma3-4B-q4_k_m.gguf filter=lfs diff=lfs merge=lfs -text
+TiTan-Gemma3-4B-q5_k_m.gguf filter=lfs diff=lfs merge=lfs -text
+TiTan-Gemma3-4B-q6_k.gguf filter=lfs diff=lfs merge=lfs -text
+TiTan-Gemma3-4B-q8_0.gguf filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,82 @@
+---
+base_model:
+- theprint/TiTan-Gemma3-4B
+library_name: gguf
+pipeline_tag: text-generation
+language: en
+license: apache-2.0
+tags:
+- gguf
+- quantized
+- llama.cpp
+- titan-gemma3-4b
+model_type: llama
+quantized_by: theprint
+datasets:
+- theprint/titles-n-tags-alpaca
+---
+# TiTan-Gemma3-4B - GGUF Quantized
+
+Quantized GGUF versions of [TiTan-Gemma3-4B](https://huggingface.co/theprint/TiTan-Gemma3-4B) for use with llama.cpp and other GGUF-compatible inference engines.
+
+## Original Model
+
+- **Base model:** [google/gemma-3-4b-it](https://huggingface.co/google/gemma-3-4b-it)
+- **Fine-tuned model:** [theprint/TiTan-Gemma3-4B](https://huggingface.co/theprint/TiTan-Gemma3-4B)
+- **Quantized by:** theprint
+
+## Available Quantizations
+
+- `TiTan-Gemma3-4B-f16.gguf` (8688.3 MB) - 16-bit float (original precision, largest file)
+- `TiTan-Gemma3-4B-q3_k_m.gguf` (2276.3 MB) - 3-bit quantization (medium quality)
+- `TiTan-Gemma3-4B-q4_k_m.gguf` (2734.6 MB) - 4-bit quantization (medium, recommended for most use cases)
+- `TiTan-Gemma3-4B-q5_k_m.gguf` (3138.7 MB) - 5-bit quantization (medium, good quality)
+- `TiTan-Gemma3-4B-q6_k.gguf` (3568.1 MB) - 6-bit quantization (high quality)
+- `TiTan-Gemma3-4B-q8_0.gguf` (4619.2 MB) - 8-bit quantization (very high quality)
+
+## Usage
+
+### With llama.cpp
+
+```bash
+# Download recommended quantization
+wget https://huggingface.co/theprint/TiTan-Gemma3-4B-GGUF/resolve/main/TiTan-Gemma3-4B-q4_k_m.gguf
+
+# Run inference
+./llama.cpp/main -m TiTan-Gemma3-4B-q4_k_m.gguf \
+  -p "Your prompt here" \
+  -n 256 \
+  --temp 0.7 \
+  --top-p 0.9
+```
+
+### With other GGUF tools
+
+These files are compatible with:
+- [llama.cpp](https://github.com/ggerganov/llama.cpp)
+- [Ollama](https://ollama.ai/) (import as custom model)
+- [KoboldCpp](https://github.com/LostRuins/koboldcpp)
+- [text-generation-webui](https://github.com/oobabooga/text-generation-webui)
+
+## Quantization Info
+
+**Recommended:** `q4_k_m` provides the best balance of size, speed, and quality for most use cases.
+
+**For maximum quality:** Use `q8_0` or `f16`  
+**For maximum speed/smallest size:** Use `q3_k_m` or `q4_k_s`
+
+## License
+
+apache-2.0
+
+## Citation
+
+```bibtex
+@misc{titan_gemma3_4b_gguf,
+  title={TiTan-Gemma3-4B GGUF Quantized Models},
+  author={theprint},
+  year={2025},
+  publisher={Hugging Face},
+  url={https://huggingface.co/theprint/TiTan-Gemma3-4B-GGUF}
+}
+```

TiTan-Gemma3-4B-f16.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6ad4abdb814de237f21183f1eab9e7d3936b4fb843c19a4460aee8bc37812dfe
+size 9110308480

TiTan-Gemma3-4B-q3_k_m.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d205986aeafee7ecf91fbb04a907899c30d5e28baf734ecfe9fc8d904d1de76
+size 2386888320

TiTan-Gemma3-4B-q4_k_m.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44f3a6a8f8c9d7436c46f444026ba4bdc4eb374eb68327db1514531e9572b7dc
+size 2867473280

TiTan-Gemma3-4B-q5_k_m.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e991196636383e2914f16691a38a8a9e87868118efd7f62114a846fb6d58240
+size 3291184000

TiTan-Gemma3-4B-q6_k.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b562738bfd260909d96d4aefec94649b12445439347ec1b7f81ae56e8158b179
+size 3741376640

TiTan-Gemma3-4B-q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6bca491a5e62508d1924c7f2f64cbe3209800eb3207908a858a4f2613cb02f53
+size 4843607680