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

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+Kiel-Pro-0.5B-v3-chat.f16.gguf filter=lfs diff=lfs merge=lfs -text
+Kiel-Pro-0.5B-v3-chat.q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+Kiel-Pro-0.5B-v3-chat.q4_k_m.gguf filter=lfs diff=lfs merge=lfs -text
+Kiel-Pro-0.5B-v3-chat.q6_k.gguf filter=lfs diff=lfs merge=lfs -text
+Kiel-Pro-0.5B-v3-chat.q5_k_m.gguf filter=lfs diff=lfs merge=lfs -text

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

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Modelfile

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+# Ollama Modelfile for AksaraLLM/Kiel-Pro-0.5B-v3-chat-GGUF
+# Quick start:
+#   ollama create aksara-kiel-pro-0.5b-v3-chat -f Modelfile
+#   ollama run aksara-kiel-pro-0.5b-v3-chat "Indonesia adalah"
+#
+# Or pull a quant directly with:
+#   huggingface-cli download AksaraLLM/Kiel-Pro-0.5B-v3-chat-GGUF Kiel-Pro-0.5B-v3-chat.q4_k_m.gguf --local-dir .
+
+FROM ./Kiel-Pro-0.5B-v3-chat.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 Kiel-Pro, model bahasa Indonesia dari proyek AksaraLLM."""
+
+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

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+---
+language:
+- id
+license: apache-2.0
+library_name: gguf
+pipeline_tag: text-generation
+base_model: AksaraLLM/Kiel-Pro-0.5B-v3-chat
+tags:
+- gguf
+- llama.cpp
+- ollama
+- indonesian
+- aksarallm
+- qwen2
+---
+# Kiel-Pro-0.5B-v3-chat-GGUF
+
+GGUF quantizations of [`AksaraLLM/Kiel-Pro-0.5B-v3-chat`](https://huggingface.co/AksaraLLM/Kiel-Pro-0.5B-v3-chat) 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-chat.f16.gguf` | F16 | 0.99 GB | lossless from safetensors |
+| `Kiel-Pro-0.5B-v3-chat.q8_0.gguf` | Q8_0 | 0.53 GB | near-lossless, ~2× smaller |
+| `Kiel-Pro-0.5B-v3-chat.q6_k.gguf` | Q6_K | 0.51 GB | high quality, ~2.5× smaller |
+| `Kiel-Pro-0.5B-v3-chat.q5_k_m.gguf` | Q5_K_M | 0.42 GB | good quality, ~3× smaller |
+| `Kiel-Pro-0.5B-v3-chat.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` | **36.8 tok/s** | **21.6 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-chat-GGUF Kiel-Pro-0.5B-v3-chat.q4_k_m.gguf --local-dir .
+./llama-cli -m Kiel-Pro-0.5B-v3-chat.q4_k_m.gguf -p "Indonesia adalah" -n 64
+```
+
+## Quick start — Ollama
+
+```bash
+huggingface-cli download AksaraLLM/Kiel-Pro-0.5B-v3-chat-GGUF Kiel-Pro-0.5B-v3-chat.q4_k_m.gguf Modelfile --local-dir .
+ollama create aksara-kiel-pro-0.5b-v3-chat -f Modelfile
+ollama run aksara-kiel-pro-0.5b-v3-chat "Siapa kamu?"
+```
+
+## Source model
+
+See [`AksaraLLM/Kiel-Pro-0.5B-v3-chat`](https://huggingface.co/AksaraLLM/Kiel-Pro-0.5B-v3-chat) 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