From c91b13e67e30b9a75f942e554f295d7cbc766082 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Tue, 16 Jun 2026 20:10:17 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: AksaraLLM/AksaraLLM-Qwen-1.5B-GGUF Source: Original Platform --- .gitattributes | 40 +++++++++++++++++++++ AksaraLLM-Qwen-1.5B.f16.gguf | 3 ++ AksaraLLM-Qwen-1.5B.q4_k_m.gguf | 3 ++ AksaraLLM-Qwen-1.5B.q5_k_m.gguf | 3 ++ AksaraLLM-Qwen-1.5B.q6_k.gguf | 3 ++ AksaraLLM-Qwen-1.5B.q8_0.gguf | 3 ++ Modelfile | 26 ++++++++++++++ README.md | 62 +++++++++++++++++++++++++++++++++ 8 files changed, 143 insertions(+) create mode 100644 .gitattributes create mode 100644 AksaraLLM-Qwen-1.5B.f16.gguf create mode 100644 AksaraLLM-Qwen-1.5B.q4_k_m.gguf create mode 100644 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Ollama Modelfile for AksaraLLM/AksaraLLM-Qwen-1.5B-GGUF +# Quick start: +# ollama create aksara-aksarallm-qwen-1.5b -f Modelfile +# ollama run aksara-aksarallm-qwen-1.5b "Indonesia adalah" +# +# Or pull a quant directly with: +# huggingface-cli download AksaraLLM/AksaraLLM-Qwen-1.5B-GGUF AksaraLLM-Qwen-1.5B.q4_k_m.gguf --local-dir . + +FROM ./AksaraLLM-Qwen-1.5B.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 1.1 +PARAMETER num_ctx 8192 +PARAMETER stop "<|im_end|>" +PARAMETER stop "<|im_start|>" diff --git a/README.md b/README.md new file mode 100644 index 0000000..0f9bfb9 --- /dev/null +++ b/README.md @@ -0,0 +1,62 @@ +--- +language: +- id +license: apache-2.0 +library_name: gguf +pipeline_tag: text-generation +base_model: AksaraLLM/AksaraLLM-Qwen-1.5B +tags: +- gguf +- llama.cpp +- ollama +- indonesian +- aksarallm +- qwen2 +--- +# AksaraLLM-Qwen-1.5B-GGUF + +GGUF quantizations of [`AksaraLLM/AksaraLLM-Qwen-1.5B`](https://huggingface.co/AksaraLLM/AksaraLLM-Qwen-1.5B) 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 | +|---|---|---|---| +| `AksaraLLM-Qwen-1.5B.f16.gguf` | F16 | 3.56 GB | lossless from safetensors | +| `AksaraLLM-Qwen-1.5B.q8_0.gguf` | Q8_0 | 1.89 GB | near-lossless, ~2× smaller | +| `AksaraLLM-Qwen-1.5B.q6_k.gguf` | Q6_K | 1.46 GB | high quality, ~2.5× smaller | +| `AksaraLLM-Qwen-1.5B.q5_k_m.gguf` | Q5_K_M | 1.29 GB | good quality, ~3× smaller | +| `AksaraLLM-Qwen-1.5B.q4_k_m.gguf` | Q4_K_M | 1.12 GB | recommended default, ~4× smaller | + +## CPU benchmark (AMD EPYC 7763, 2 threads, AVX2) + +| Quant | Prompt eval (32 tok) | Generation (16 tok) | +|---|---:|---:| +| `q4_k_m` | **23.7 tok/s** | **11.8 tok/s** | + +So a 1.78B 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/AksaraLLM-Qwen-1.5B-GGUF AksaraLLM-Qwen-1.5B.q4_k_m.gguf --local-dir . +./llama-cli -m AksaraLLM-Qwen-1.5B.q4_k_m.gguf -p "Indonesia adalah" -n 64 +``` + +## Quick start — Ollama + +```bash +huggingface-cli download AksaraLLM/AksaraLLM-Qwen-1.5B-GGUF AksaraLLM-Qwen-1.5B.q4_k_m.gguf Modelfile --local-dir . +ollama create aksara-aksarallm-qwen-1.5b -f Modelfile +ollama run aksara-aksarallm-qwen-1.5b "Apa ibukota Indonesia?" +``` + +## Source model + +See [`AksaraLLM/AksaraLLM-Qwen-1.5B`](https://huggingface.co/AksaraLLM/AksaraLLM-Qwen-1.5B) 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