初始化项目，由ModelHub XC社区提供模型

Model: AksaraLLM/Kiel-Pro-0.5B-v3-GGUF
Source: Original Platform

.gitattributes

@@ -0,0 +1,40 @@
+*.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
+Kiel-Pro-0.5B-v3.f16.gguf filter=lfs diff=lfs merge=lfs -text
+Kiel-Pro-0.5B-v3.q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+Kiel-Pro-0.5B-v3.q4_k_m.gguf filter=lfs diff=lfs merge=lfs -text
+Kiel-Pro-0.5B-v3.q6_k.gguf filter=lfs diff=lfs merge=lfs -text
+Kiel-Pro-0.5B-v3.q5_k_m.gguf filter=lfs diff=lfs merge=lfs -text

Kiel-Pro-0.5B-v3.f16.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:33a99968435b780f47636b25f395fea6e6ccce7129dc5705b1d47d5a0bc44830
+size 994154240

Kiel-Pro-0.5B-v3.q4_k_m.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7b1f7baa74396c4f5a5bf0f7d929fc348fbd1f8b590576c8eb44782badba48e
+size 397805312

Kiel-Pro-0.5B-v3.q5_k_m.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03f1819b3fa854b1958d1b14e74fb3f1a942dae20514b85185a3e3e33d9288c0
+size 420083456

Kiel-Pro-0.5B-v3.q6_k.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f48e1538fb017d58e5f5bf0404d0277b3188ed638d390c3822260a562c704d81
+size 505733888

Kiel-Pro-0.5B-v3.q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:115de9127227e3c7683bad0599d29354f161b0bbe5a705ebd1a488f74be81c70
+size 531065600

Modelfile

@@ -0,0 +1,26 @@
+# Ollama Modelfile for AksaraLLM/Kiel-Pro-0.5B-v3-GGUF
+# Quick start:
+#   ollama create aksara-kiel-pro-0.5b-v3 -f Modelfile
+#   ollama run aksara-kiel-pro-0.5b-v3 "Indonesia adalah"
+#
+# Or pull a quant directly with:
+#   huggingface-cli download AksaraLLM/Kiel-Pro-0.5B-v3-GGUF Kiel-Pro-0.5B-v3.q4_k_m.gguf --local-dir .
+
+FROM ./Kiel-Pro-0.5B-v3.q4_k_m.gguf
+
+TEMPLATE """{{ if .System }}<|im_start|>system
+{{ .System }}<|im_end|>
+{{ end }}{{ if .Prompt }}<|im_start|>user
+{{ .Prompt }}<|im_end|>
+{{ end }}<|im_start|>assistant
+{{ .Response }}<|im_end|>
+"""
+
+SYSTEM """Kamu adalah asisten AI berbahasa Indonesia. Jawab dengan jelas, ringkas, dan akurat."""
+
+PARAMETER temperature 0.7
+PARAMETER top_p 0.9
+PARAMETER repeat_penalty 1.15
+PARAMETER num_ctx 4096
+PARAMETER stop "<|im_end|>"
+PARAMETER stop "<|im_start|>"

README.md

@@ -0,0 +1,62 @@
+---
+language:
+- id
+license: apache-2.0
+library_name: gguf
+pipeline_tag: text-generation
+base_model: AksaraLLM/Kiel-Pro-0.5B-v3
+tags:
+- gguf
+- llama.cpp
+- ollama
+- indonesian
+- aksarallm
+- qwen2
+---
+# Kiel-Pro-0.5B-v3-GGUF
+
+GGUF quantizations of [`AksaraLLM/Kiel-Pro-0.5B-v3`](https://huggingface.co/AksaraLLM/Kiel-Pro-0.5B-v3) for inference with [llama.cpp](https://github.com/ggml-org/llama.cpp), [Ollama](https://ollama.ai), [LM Studio](https://lmstudio.ai), and other GGUF runtimes.
+
+## Files
+
+| File | Quant | Size | Recommended use |
+|---|---|---|---|
+| `Kiel-Pro-0.5B-v3.f16.gguf` | F16 | 0.99 GB | lossless from safetensors |
+| `Kiel-Pro-0.5B-v3.q8_0.gguf` | Q8_0 | 0.53 GB | near-lossless, ~2× smaller |
+| `Kiel-Pro-0.5B-v3.q6_k.gguf` | Q6_K | 0.51 GB | high quality, ~2.5× smaller |
+| `Kiel-Pro-0.5B-v3.q5_k_m.gguf` | Q5_K_M | 0.42 GB | good quality, ~3× smaller |
+| `Kiel-Pro-0.5B-v3.q4_k_m.gguf` | Q4_K_M | 0.40 GB | recommended default, ~4× smaller |
+
+## CPU benchmark (AMD EPYC 7763, 2 threads, AVX2)
+
+| Quant | Prompt eval (32 tok) | Generation (16 tok) |
+|---|---:|---:|
+| `q4_k_m` | **36.7 tok/s** | **20.1 tok/s** |
+
+So a 494M model at q4_k_m runs comfortably on a CPU laptop. Larger quants (q5_k_m, q6_k, q8_0) trade a bit of speed for better quality.
+
+## Quick start — llama.cpp
+
+```bash
+huggingface-cli download AksaraLLM/Kiel-Pro-0.5B-v3-GGUF Kiel-Pro-0.5B-v3.q4_k_m.gguf --local-dir .
+./llama-cli -m Kiel-Pro-0.5B-v3.q4_k_m.gguf -p "Indonesia adalah" -n 64
+```
+
+## Quick start — Ollama
+
+```bash
+huggingface-cli download AksaraLLM/Kiel-Pro-0.5B-v3-GGUF Kiel-Pro-0.5B-v3.q4_k_m.gguf Modelfile --local-dir .
+ollama create aksara-kiel-pro-0.5b-v3 -f Modelfile
+ollama run aksara-kiel-pro-0.5b-v3 "Apa ibukota Indonesia?"
+```
+
+## Source model
+
+See [`AksaraLLM/Kiel-Pro-0.5B-v3`](https://huggingface.co/AksaraLLM/Kiel-Pro-0.5B-v3) for architecture, training data, eval results, and limitations.
+
+## Conversion provenance
+
+- Converted with [`convert_hf_to_gguf.py`](https://github.com/ggml-org/llama.cpp/blob/master/convert_hf_to_gguf.py) from llama.cpp
+- Quantized with `llama-quantize` from the same build
+- Architecture detected as `qwen2`
+- All files listed above are reproducible from the source HF safetensors