commit 6fb579bccb1af374f4287158275dee4dd0d72789 Author: ModelHub XC Date: Sun Jun 21 01:22:18 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: AksaraLLM/aksarallm-1.5b-native-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..14bc73b --- /dev/null +++ b/.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 +aksarallm-1.5b-native.f16.gguf filter=lfs diff=lfs merge=lfs -text +aksarallm-1.5b-native.q8_0.gguf filter=lfs diff=lfs merge=lfs -text +aksarallm-1.5b-native.q4_k_m.gguf filter=lfs diff=lfs merge=lfs -text +aksarallm-1.5b-native.q6_k.gguf filter=lfs diff=lfs merge=lfs -text +aksarallm-1.5b-native.q5_k_m.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Modelfile b/Modelfile new file mode 100644 index 0000000..3e4ce29 --- /dev/null +++ b/Modelfile @@ -0,0 +1,24 @@ +# Ollama Modelfile for AksaraLLM/aksarallm-1.5b-native-GGUF +# Quick start: +# ollama create aksara-aksarallm-1.5b-native -f Modelfile +# ollama run aksara-aksarallm-1.5b-native "Indonesia adalah" +# +# Or pull a quant directly with: +# huggingface-cli download AksaraLLM/aksarallm-1.5b-native-GGUF aksarallm-1.5b-native.q4_k_m.gguf --local-dir . + +FROM ./aksarallm-1.5b-native.q4_k_m.gguf + +TEMPLATE """{{ if .System }}{{ .System }} + +{{ end }}{{ if .Prompt }}### Instruksi: {{ .Prompt }} + +### Jawaban: {{ end }}{{ .Response }}""" + +SYSTEM """Kamu adalah AksaraLLM, model bahasa Indonesia. Jawab dengan jelas dan ringkas.""" + +PARAMETER temperature 0.7 +PARAMETER top_p 0.9 +PARAMETER repeat_penalty 1.1 +PARAMETER num_ctx 8192 +PARAMETER stop "### Instruksi:" +PARAMETER stop "### Jawaban:" diff --git a/README.md b/README.md new file mode 100644 index 0000000..eb9256a --- /dev/null +++ b/README.md @@ -0,0 +1,66 @@ +--- +language: +- id +license: apache-2.0 +library_name: gguf +pipeline_tag: text-generation +base_model: AksaraLLM/aksarallm-1.5b-native +tags: +- gguf +- llama.cpp +- ollama +- indonesian +- aksarallm +- llama +--- +# aksarallm-1.5b-native-GGUF + +GGUF quantizations of [`AksaraLLM/aksarallm-1.5b-native`](https://huggingface.co/AksaraLLM/aksarallm-1.5b-native) 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-1.5b-native.f16.gguf` | F16 | 4.08 GB | lossless from safetensors | +| `aksarallm-1.5b-native.q8_0.gguf` | Q8_0 | 2.17 GB | near-lossless, ~2× smaller | +| `aksarallm-1.5b-native.q6_k.gguf` | Q6_K | 1.77 GB | high quality, ~2.5× smaller | +| `aksarallm-1.5b-native.q5_k_m.gguf` | Q5_K_M | 1.53 GB | good quality, ~3× smaller | +| `aksarallm-1.5b-native.q4_k_m.gguf` | Q4_K_M | 1.35 GB | recommended default, ~4× smaller | + +## CPU benchmark (AMD EPYC 7763, 2 threads, AVX2) + +| Quant | Prompt eval (32 tok) | Generation (16 tok) | +|---|---:|---:| +| `q4_k_m` | **17.2 tok/s** | **9.7 tok/s** | + +So a 2.04B 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-1.5b-native-GGUF aksarallm-1.5b-native.q4_k_m.gguf --local-dir . +./llama-cli -m aksarallm-1.5b-native.q4_k_m.gguf -p "Indonesia adalah" -n 64 +``` + +## Quick start — Ollama + +```bash +huggingface-cli download AksaraLLM/aksarallm-1.5b-native-GGUF aksarallm-1.5b-native.q4_k_m.gguf Modelfile --local-dir . +ollama create aksara-aksarallm-1.5b-native -f Modelfile +ollama run aksara-aksarallm-1.5b-native "Lanjutkan: Indonesia adalah negara" +``` + +## Source model + +See [`AksaraLLM/aksarallm-1.5b-native`](https://huggingface.co/AksaraLLM/aksarallm-1.5b-native) 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 `llama` +- All files listed above are reproducible from the source HF safetensors + +## Note on the from-scratch model + +This is a llama-3-style decoder built and trained from scratch by the AksaraLLM project. It does **not** use the Qwen2 ChatML template — it expects a plain `### Instruksi: ... ### Jawaban: ...` style prompt (set up automatically by the included Modelfile). diff --git a/aksarallm-1.5b-native.f16.gguf b/aksarallm-1.5b-native.f16.gguf new file mode 100644 index 0000000..e4971d8 --- /dev/null +++ b/aksarallm-1.5b-native.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:69253d131874c4e91832421e8ebf124d471685117e4e8ec35a0fe5e9cf81e3b4 +size 4084264256 diff --git a/aksarallm-1.5b-native.q4_k_m.gguf b/aksarallm-1.5b-native.q4_k_m.gguf new file mode 100644 index 0000000..ea283e0 --- /dev/null +++ b/aksarallm-1.5b-native.q4_k_m.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b17c2051d8ca1bad523efa999505d327df3e8a3fbb6e3130042a6c5090d0685c +size 1350479712 diff --git a/aksarallm-1.5b-native.q5_k_m.gguf b/aksarallm-1.5b-native.q5_k_m.gguf new file mode 100644 index 0000000..7532d8a --- /dev/null +++ b/aksarallm-1.5b-native.q5_k_m.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bbfe30c9792ee529d4f97625d26f7346316d927b25be1c1fb2779f7e75042d07 +size 1530601568 diff --git a/aksarallm-1.5b-native.q6_k.gguf b/aksarallm-1.5b-native.q6_k.gguf new file mode 100644 index 0000000..9ad7cbf --- /dev/null +++ b/aksarallm-1.5b-native.q6_k.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:70d3483468e09b70ce3577aea6594923de5aa3922c4e250312eaed541cd78100 +size 1766365312 diff --git a/aksarallm-1.5b-native.q8_0.gguf b/aksarallm-1.5b-native.q8_0.gguf new file mode 100644 index 0000000..68553a7 --- /dev/null +++ b/aksarallm-1.5b-native.q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a927e965397fde52429f2a141a02e9060931d945dc9dfe28b62f215e5e07b2a5 +size 2172800576