commit 1fade59407b5cbc42b2df615cf7254bea7c206db Author: ModelHub XC Date: Wed Jul 8 03:54:10 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/SmolLM2-MagPiePro-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..56611d1 --- /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 +SmolLM2-MagPiePro.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-MagPiePro.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-MagPiePro.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-MagPiePro.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-MagPiePro.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-MagPiePro.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-MagPiePro.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-MagPiePro.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-MagPiePro.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-MagPiePro.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-MagPiePro.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-MagPiePro.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..72df867 --- /dev/null +++ b/README.md @@ -0,0 +1,68 @@ +--- +base_model: HuggingFaceTB/SmolLM2-MagPiePro +language: +- en +library_name: transformers +model_name: SmolLM2-MagPiePro +quantized_by: mradermacher +tags: +- generated_from_trainer +- trl +- sft +--- +## About + + + + + + +static quants of https://huggingface.co/HuggingFaceTB/SmolLM2-MagPiePro + + +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/SmolLM2-MagPiePro-GGUF/resolve/main/SmolLM2-MagPiePro.Q2_K.gguf) | Q2_K | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-MagPiePro-GGUF/resolve/main/SmolLM2-MagPiePro.Q3_K_S.gguf) | Q3_K_S | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-MagPiePro-GGUF/resolve/main/SmolLM2-MagPiePro.Q3_K_M.gguf) | Q3_K_M | 1.0 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-MagPiePro-GGUF/resolve/main/SmolLM2-MagPiePro.Q3_K_L.gguf) | Q3_K_L | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-MagPiePro-GGUF/resolve/main/SmolLM2-MagPiePro.IQ4_XS.gguf) | IQ4_XS | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-MagPiePro-GGUF/resolve/main/SmolLM2-MagPiePro.Q4_K_S.gguf) | Q4_K_S | 1.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-MagPiePro-GGUF/resolve/main/SmolLM2-MagPiePro.Q4_K_M.gguf) | Q4_K_M | 1.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-MagPiePro-GGUF/resolve/main/SmolLM2-MagPiePro.Q5_K_S.gguf) | Q5_K_S | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-MagPiePro-GGUF/resolve/main/SmolLM2-MagPiePro.Q5_K_M.gguf) | Q5_K_M | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-MagPiePro-GGUF/resolve/main/SmolLM2-MagPiePro.Q6_K.gguf) | Q6_K | 1.5 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-MagPiePro-GGUF/resolve/main/SmolLM2-MagPiePro.Q8_0.gguf) | Q8_0 | 1.9 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-MagPiePro-GGUF/resolve/main/SmolLM2-MagPiePro.f16.gguf) | f16 | 3.5 | 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/SmolLM2-MagPiePro.IQ4_XS.gguf b/SmolLM2-MagPiePro.IQ4_XS.gguf new file mode 100644 index 0000000..02477b5 --- /dev/null +++ b/SmolLM2-MagPiePro.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fe42d1c97f58638ffbb7ed6ea7d2efc8e6a7449fc35b434c73b285836814f924 +size 948262272 diff --git a/SmolLM2-MagPiePro.Q2_K.gguf b/SmolLM2-MagPiePro.Q2_K.gguf new file mode 100644 index 0000000..0c62d52 --- /dev/null +++ b/SmolLM2-MagPiePro.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9997f65035ac40f5093e5c518a56964c936f998fccbf52ed5169b80c7a806073 +size 674583936 diff --git a/SmolLM2-MagPiePro.Q3_K_L.gguf b/SmolLM2-MagPiePro.Q3_K_L.gguf new file mode 100644 index 0000000..fefbec9 --- /dev/null +++ b/SmolLM2-MagPiePro.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc22598be2acf38ef285119a94b926312f3f7ed6d4ef265e32f6f277b689c7c6 +size 932533632 diff --git a/SmolLM2-MagPiePro.Q3_K_M.gguf b/SmolLM2-MagPiePro.Q3_K_M.gguf new file mode 100644 index 0000000..57691a5 --- /dev/null +++ b/SmolLM2-MagPiePro.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a6f51aed1dbd24b234aaf1b64a303e32ed05f03f6a65f585f9ac9dbc1fca7408 +size 860181888 diff --git a/SmolLM2-MagPiePro.Q3_K_S.gguf b/SmolLM2-MagPiePro.Q3_K_S.gguf new file mode 100644 index 0000000..1b6ebef --- /dev/null +++ b/SmolLM2-MagPiePro.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4112c25850acb96105550b60006a37c898e2e47d68ae14449b622f24fb518190 +size 776820096 diff --git a/SmolLM2-MagPiePro.Q4_K_M.gguf b/SmolLM2-MagPiePro.Q4_K_M.gguf new file mode 100644 index 0000000..e638167 --- /dev/null +++ b/SmolLM2-MagPiePro.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd89f50ad5a8f38deaad5afbf9a4ca89e961c8a9d0b85401a96321e639fec927 +size 1055610240 diff --git a/SmolLM2-MagPiePro.Q4_K_S.gguf b/SmolLM2-MagPiePro.Q4_K_S.gguf new file mode 100644 index 0000000..18422c9 --- /dev/null +++ b/SmolLM2-MagPiePro.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:77421d810aae8c35b059f7d72f2e6708c079bbf02aa7290b9b0c9de93f5d8c6b +size 999118208 diff --git a/SmolLM2-MagPiePro.Q5_K_M.gguf b/SmolLM2-MagPiePro.Q5_K_M.gguf new file mode 100644 index 0000000..3a00e7b --- /dev/null +++ b/SmolLM2-MagPiePro.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8e0aee3497ff062298b42bb8fc952c9e18408e7dc89de9ae5826302faa28beac +size 1225479552 diff --git a/SmolLM2-MagPiePro.Q5_K_S.gguf b/SmolLM2-MagPiePro.Q5_K_S.gguf new file mode 100644 index 0000000..2f02dcb --- /dev/null +++ b/SmolLM2-MagPiePro.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e227037f4f4a7e8af239bf5c1196a1d257e3dc10ff42f66b47c18fa8f4cc6e6 +size 1192056192 diff --git a/SmolLM2-MagPiePro.Q6_K.gguf b/SmolLM2-MagPiePro.Q6_K.gguf new file mode 100644 index 0000000..377b303 --- /dev/null +++ b/SmolLM2-MagPiePro.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5eeb36e8abd87824be6a6b0bc054adf27f3b8ebc19ebc5b3587ae30afad5e294 +size 1405965696 diff --git a/SmolLM2-MagPiePro.Q8_0.gguf b/SmolLM2-MagPiePro.Q8_0.gguf new file mode 100644 index 0000000..de4bf9f --- /dev/null +++ b/SmolLM2-MagPiePro.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:72c18c598d292d0d57b77be2f8030f9e698c944863c9a84396d2ab3725767b88 +size 1820415360 diff --git a/SmolLM2-MagPiePro.f16.gguf b/SmolLM2-MagPiePro.f16.gguf new file mode 100644 index 0000000..89c30e3 --- /dev/null +++ b/SmolLM2-MagPiePro.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b1c3c6f6aadc472ab4d8c5fa1857c264d3ec378606518b76e95333d3c8959fe +size 3424736640