From 25b31976f39c1cb879aa38a7bb59b937cd845c6f Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Mon, 13 Jul 2026 19:19:08 +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: mradermacher/SmolLm-360M-Ko-Instruct-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++++++ README.md | 66 +++++++++++++++++++++++++++++ SmolLm-360M-Ko-Instruct.IQ4_XS.gguf | 3 ++ SmolLm-360M-Ko-Instruct.Q2_K.gguf | 3 ++ SmolLm-360M-Ko-Instruct.Q3_K_L.gguf | 3 ++ SmolLm-360M-Ko-Instruct.Q3_K_M.gguf | 3 ++ SmolLm-360M-Ko-Instruct.Q3_K_S.gguf | 3 ++ SmolLm-360M-Ko-Instruct.Q4_K_M.gguf | 3 ++ SmolLm-360M-Ko-Instruct.Q4_K_S.gguf | 3 ++ SmolLm-360M-Ko-Instruct.Q5_K_M.gguf | 3 ++ SmolLm-360M-Ko-Instruct.Q5_K_S.gguf | 3 ++ SmolLm-360M-Ko-Instruct.Q6_K.gguf | 3 ++ SmolLm-360M-Ko-Instruct.Q8_0.gguf | 3 ++ SmolLm-360M-Ko-Instruct.f16.gguf | 3 ++ 14 files changed, 149 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 SmolLm-360M-Ko-Instruct.IQ4_XS.gguf create mode 100644 SmolLm-360M-Ko-Instruct.Q2_K.gguf create mode 100644 SmolLm-360M-Ko-Instruct.Q3_K_L.gguf create mode 100644 SmolLm-360M-Ko-Instruct.Q3_K_M.gguf create mode 100644 SmolLm-360M-Ko-Instruct.Q3_K_S.gguf create mode 100644 SmolLm-360M-Ko-Instruct.Q4_K_M.gguf create mode 100644 SmolLm-360M-Ko-Instruct.Q4_K_S.gguf create mode 100644 SmolLm-360M-Ko-Instruct.Q5_K_M.gguf create mode 100644 SmolLm-360M-Ko-Instruct.Q5_K_S.gguf create mode 100644 SmolLm-360M-Ko-Instruct.Q6_K.gguf create mode 100644 SmolLm-360M-Ko-Instruct.Q8_0.gguf create mode 100644 SmolLm-360M-Ko-Instruct.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..fd6f2b6 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,47 @@ +*.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 +SmolLm-360M-Ko-Instruct.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +SmolLm-360M-Ko-Instruct.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +SmolLm-360M-Ko-Instruct.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +SmolLm-360M-Ko-Instruct.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SmolLm-360M-Ko-Instruct.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SmolLm-360M-Ko-Instruct.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SmolLm-360M-Ko-Instruct.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SmolLm-360M-Ko-Instruct.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SmolLm-360M-Ko-Instruct.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SmolLm-360M-Ko-Instruct.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +SmolLm-360M-Ko-Instruct.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +SmolLm-360M-Ko-Instruct.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..b114c81 --- /dev/null +++ b/README.md @@ -0,0 +1,66 @@ +--- +base_model: CarrotAI/SmolLm-360M-Ko-Instruct +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- generated_from_trainer +--- +## About + + + + + + +static quants of https://huggingface.co/CarrotAI/SmolLm-360M-Ko-Instruct + + +weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion. +## Usage + +If you are unsure how to use GGUF files, refer to one of [TheBloke's +READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for +more details, including on how to concatenate multi-part files. + +## Provided Quants + +(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) + +| Link | Type | Size/GB | Notes | +|:-----|:-----|--------:|:------| +| [GGUF](https://huggingface.co/mradermacher/SmolLm-360M-Ko-Instruct-GGUF/resolve/main/SmolLm-360M-Ko-Instruct.Q2_K.gguf) | Q2_K | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLm-360M-Ko-Instruct-GGUF/resolve/main/SmolLm-360M-Ko-Instruct.Q3_K_S.gguf) | Q3_K_S | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLm-360M-Ko-Instruct-GGUF/resolve/main/SmolLm-360M-Ko-Instruct.IQ4_XS.gguf) | IQ4_XS | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLm-360M-Ko-Instruct-GGUF/resolve/main/SmolLm-360M-Ko-Instruct.Q3_K_M.gguf) | Q3_K_M | 0.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/SmolLm-360M-Ko-Instruct-GGUF/resolve/main/SmolLm-360M-Ko-Instruct.Q3_K_L.gguf) | Q3_K_L | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLm-360M-Ko-Instruct-GGUF/resolve/main/SmolLm-360M-Ko-Instruct.Q4_K_S.gguf) | Q4_K_S | 0.4 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SmolLm-360M-Ko-Instruct-GGUF/resolve/main/SmolLm-360M-Ko-Instruct.Q4_K_M.gguf) | Q4_K_M | 0.4 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SmolLm-360M-Ko-Instruct-GGUF/resolve/main/SmolLm-360M-Ko-Instruct.Q5_K_S.gguf) | Q5_K_S | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLm-360M-Ko-Instruct-GGUF/resolve/main/SmolLm-360M-Ko-Instruct.Q5_K_M.gguf) | Q5_K_M | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLm-360M-Ko-Instruct-GGUF/resolve/main/SmolLm-360M-Ko-Instruct.Q6_K.gguf) | Q6_K | 0.5 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/SmolLm-360M-Ko-Instruct-GGUF/resolve/main/SmolLm-360M-Ko-Instruct.Q8_0.gguf) | Q8_0 | 0.5 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/SmolLm-360M-Ko-Instruct-GGUF/resolve/main/SmolLm-360M-Ko-Instruct.f16.gguf) | f16 | 0.9 | 16 bpw, overkill | + +Here is a handy graph by ikawrakow comparing some lower-quality quant +types (lower is better): + +![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png) + +And here are Artefact2's thoughts on the matter: +https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9 + +## FAQ / Model Request + +See https://huggingface.co/mradermacher/model_requests for some answers to +questions you might have and/or if you want some other model quantized. + +## Thanks + +I thank my company, [nethype GmbH](https://www.nethype.de/), for letting +me use its servers and providing upgrades to my workstation to enable +this work in my free time. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to. + + diff --git a/SmolLm-360M-Ko-Instruct.IQ4_XS.gguf b/SmolLm-360M-Ko-Instruct.IQ4_XS.gguf new file mode 100644 index 0000000..278bc01 --- /dev/null +++ b/SmolLm-360M-Ko-Instruct.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5acc4ea484ef86b59e1324a1efa7d60deb50b30f4d66e7163e64a925a42e667d +size 254739776 diff --git a/SmolLm-360M-Ko-Instruct.Q2_K.gguf b/SmolLm-360M-Ko-Instruct.Q2_K.gguf new file mode 100644 index 0000000..97a5b10 --- /dev/null +++ b/SmolLm-360M-Ko-Instruct.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e73fe2003c4a6f611e027ffaf386820d18700f19379d9da91466876250bf23c3 +size 245216576 diff --git a/SmolLm-360M-Ko-Instruct.Q3_K_L.gguf b/SmolLm-360M-Ko-Instruct.Q3_K_L.gguf new file mode 100644 index 0000000..a996082 --- /dev/null +++ b/SmolLm-360M-Ko-Instruct.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4192b8bdd638c0491b38635ababe85c1877564c094834297a766c08db6795c2d +size 272864576 diff --git a/SmolLm-360M-Ko-Instruct.Q3_K_M.gguf b/SmolLm-360M-Ko-Instruct.Q3_K_M.gguf new file mode 100644 index 0000000..2baccb2 --- /dev/null +++ b/SmolLm-360M-Ko-Instruct.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:22f11f432d790da7546eaa2cdd5ee177bf1ac3c6775f1bf8386169ea8397fbc6 +size 261229376 diff --git a/SmolLm-360M-Ko-Instruct.Q3_K_S.gguf b/SmolLm-360M-Ko-Instruct.Q3_K_S.gguf new file mode 100644 index 0000000..7881680 --- /dev/null +++ b/SmolLm-360M-Ko-Instruct.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:73b84de2486039d99fc0ae8f749a8f34be006cf26e0e0500f1def072f7a030de +size 245216576 diff --git a/SmolLm-360M-Ko-Instruct.Q4_K_M.gguf b/SmolLm-360M-Ko-Instruct.Q4_K_M.gguf new file mode 100644 index 0000000..7b428e3 --- /dev/null +++ b/SmolLm-360M-Ko-Instruct.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:59dac82c62fab5dbbe01d0deaa967a53ec802bdbbe6b3cfa0793545a129f170e +size 303031616 diff --git a/SmolLm-360M-Ko-Instruct.Q4_K_S.gguf b/SmolLm-360M-Ko-Instruct.Q4_K_S.gguf new file mode 100644 index 0000000..ee3c8d7 --- /dev/null +++ b/SmolLm-360M-Ko-Instruct.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9b7ca48d548a6e32fb71090e4eeea8882a8f627a2136e849cafe5fbf0a1255fd +size 292356416 diff --git a/SmolLm-360M-Ko-Instruct.Q5_K_M.gguf b/SmolLm-360M-Ko-Instruct.Q5_K_M.gguf new file mode 100644 index 0000000..2b4d224 --- /dev/null +++ b/SmolLm-360M-Ko-Instruct.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:09b945d2bf88d02f6e642dd58e0d44fad4b0f8869a9429e8214fcb75cf316646 +size 325334336 diff --git a/SmolLm-360M-Ko-Instruct.Q5_K_S.gguf b/SmolLm-360M-Ko-Instruct.Q5_K_S.gguf new file mode 100644 index 0000000..0314d46 --- /dev/null +++ b/SmolLm-360M-Ko-Instruct.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:72657a7716fa90157f847516cda10a8c35972c4b2f6535768db9b65b0b05c0c5 +size 318575936 diff --git a/SmolLm-360M-Ko-Instruct.Q6_K.gguf b/SmolLm-360M-Ko-Instruct.Q6_K.gguf new file mode 100644 index 0000000..0971acf --- /dev/null +++ b/SmolLm-360M-Ko-Instruct.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a631b8c522336d8afdc79eb41ae96b3dd3a4933b07f1556cbbd5170b9b703fd8 +size 417494336 diff --git a/SmolLm-360M-Ko-Instruct.Q8_0.gguf b/SmolLm-360M-Ko-Instruct.Q8_0.gguf new file mode 100644 index 0000000..9f3e8bc --- /dev/null +++ b/SmolLm-360M-Ko-Instruct.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:92a4fb0811477ff841eec299254cca2ffadb04522a0d4d2f0970233105a4147c +size 436540736 diff --git a/SmolLm-360M-Ko-Instruct.f16.gguf b/SmolLm-360M-Ko-Instruct.f16.gguf new file mode 100644 index 0000000..a1c5af3 --- /dev/null +++ b/SmolLm-360M-Ko-Instruct.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de63fa2861bd5e77d9e6b996695f9b0690407b619281798a9c3892eb1dda469e +size 819926336