commit 9c2f2b60fa7513011f740580b868f3f006728cc8 Author: ModelHub XC Date: Sun Apr 12 18:07:57 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/SmolLM-135M-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..5d9adb1 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,59 @@ +*.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-135M.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM-135M.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM-135M.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM-135M.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM-135M.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM-135M.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM-135M.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM-135M.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM-135M.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM-135M.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM-135M.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM-135M.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM-135M.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM-135M.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM-135M.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM-135M.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM-135M.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM-135M.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM-135M.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM-135M.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM-135M.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM-135M.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM-135M.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM-135M.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..e96ed7b --- /dev/null +++ b/README.md @@ -0,0 +1,78 @@ +--- +base_model: HuggingFaceTB/SmolLM-135M +datasets: +- HuggingFaceTB/smollm-corpus +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/HuggingFaceTB/SmolLM-135M + + +static quants are available at https://huggingface.co/mradermacher/SmolLM-135M-GGUF +## 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-135M-i1-GGUF/resolve/main/SmolLM-135M.i1-IQ1_S.gguf) | i1-IQ1_S | 0.2 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/SmolLM-135M-i1-GGUF/resolve/main/SmolLM-135M.i1-IQ1_M.gguf) | i1-IQ1_M | 0.2 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/SmolLM-135M-i1-GGUF/resolve/main/SmolLM-135M.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM-135M-i1-GGUF/resolve/main/SmolLM-135M.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM-135M-i1-GGUF/resolve/main/SmolLM-135M.i1-IQ2_S.gguf) | i1-IQ2_S | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM-135M-i1-GGUF/resolve/main/SmolLM-135M.i1-IQ2_M.gguf) | i1-IQ2_M | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM-135M-i1-GGUF/resolve/main/SmolLM-135M.i1-Q2_K_S.gguf) | i1-Q2_K_S | 0.2 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/SmolLM-135M-i1-GGUF/resolve/main/SmolLM-135M.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 0.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/SmolLM-135M-i1-GGUF/resolve/main/SmolLM-135M.i1-IQ3_S.gguf) | i1-IQ3_S | 0.2 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/SmolLM-135M-i1-GGUF/resolve/main/SmolLM-135M.i1-IQ3_XS.gguf) | i1-IQ3_XS | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM-135M-i1-GGUF/resolve/main/SmolLM-135M.i1-Q2_K.gguf) | i1-Q2_K | 0.2 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/SmolLM-135M-i1-GGUF/resolve/main/SmolLM-135M.i1-Q3_K_S.gguf) | i1-Q3_K_S | 0.2 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/SmolLM-135M-i1-GGUF/resolve/main/SmolLM-135M.i1-IQ3_M.gguf) | i1-IQ3_M | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM-135M-i1-GGUF/resolve/main/SmolLM-135M.i1-IQ4_XS.gguf) | i1-IQ4_XS | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM-135M-i1-GGUF/resolve/main/SmolLM-135M.i1-IQ4_NL.gguf) | i1-IQ4_NL | 0.2 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/SmolLM-135M-i1-GGUF/resolve/main/SmolLM-135M.i1-Q4_0.gguf) | i1-Q4_0 | 0.2 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/SmolLM-135M-i1-GGUF/resolve/main/SmolLM-135M.i1-Q3_K_M.gguf) | i1-Q3_K_M | 0.2 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/SmolLM-135M-i1-GGUF/resolve/main/SmolLM-135M.i1-Q3_K_L.gguf) | i1-Q3_K_L | 0.2 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/SmolLM-135M-i1-GGUF/resolve/main/SmolLM-135M.i1-Q4_1.gguf) | i1-Q4_1 | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM-135M-i1-GGUF/resolve/main/SmolLM-135M.i1-Q4_K_S.gguf) | i1-Q4_K_S | 0.2 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/SmolLM-135M-i1-GGUF/resolve/main/SmolLM-135M.i1-Q4_K_M.gguf) | i1-Q4_K_M | 0.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SmolLM-135M-i1-GGUF/resolve/main/SmolLM-135M.i1-Q5_K_S.gguf) | i1-Q5_K_S | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM-135M-i1-GGUF/resolve/main/SmolLM-135M.i1-Q5_K_M.gguf) | i1-Q5_K_M | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM-135M-i1-GGUF/resolve/main/SmolLM-135M.i1-Q6_K.gguf) | i1-Q6_K | 0.2 | practically like static Q6_K | + +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-135M.i1-IQ1_M.gguf b/SmolLM-135M.i1-IQ1_M.gguf new file mode 100644 index 0000000..79bd409 --- /dev/null +++ b/SmolLM-135M.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:835d695b5ae481f48c3a0c376015dd4c8902360bb44e28b94f1216ec193555ee +size 82893728 diff --git a/SmolLM-135M.i1-IQ1_S.gguf b/SmolLM-135M.i1-IQ1_S.gguf new file mode 100644 index 0000000..04ec742 --- /dev/null +++ b/SmolLM-135M.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:38f89bc3d23cda850610e9de39445c6989d2c6893e56332ef8a467df2649a8bd +size 82333856 diff --git a/SmolLM-135M.i1-IQ2_M.gguf b/SmolLM-135M.i1-IQ2_M.gguf new file mode 100644 index 0000000..e18be54 --- /dev/null +++ b/SmolLM-135M.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a144239c3e2b702d03fa103cd1c5bc83da45c4ead2c9b8d259551e203d982025 +size 85589408 diff --git a/SmolLM-135M.i1-IQ2_S.gguf b/SmolLM-135M.i1-IQ2_S.gguf new file mode 100644 index 0000000..43777d6 --- /dev/null +++ b/SmolLM-135M.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:300e74b90a1fb0371978e92648b2a676e0175d43e4c6665b910f9dd483c0e304 +size 84842912 diff --git a/SmolLM-135M.i1-IQ2_XS.gguf b/SmolLM-135M.i1-IQ2_XS.gguf new file mode 100644 index 0000000..9db04f8 --- /dev/null +++ b/SmolLM-135M.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:70f45c2ea4984c294e9112174f3f4c5511a7c7c53869eaefc309ffa14c4b0a71 +size 84573344 diff --git a/SmolLM-135M.i1-IQ2_XXS.gguf b/SmolLM-135M.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..5158ffd --- /dev/null +++ b/SmolLM-135M.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b24989e20d8fb427359f7dfc60aaaebc87cb9eff525a81354a58ede8f3e635d +size 83826848 diff --git a/SmolLM-135M.i1-IQ3_M.gguf b/SmolLM-135M.i1-IQ3_M.gguf new file mode 100644 index 0000000..649e702 --- /dev/null +++ b/SmolLM-135M.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ef36f98923b88c73e5922fa3ff1aceb3bc8b6b85982fe5c3352234928c80950 +size 90213536 diff --git a/SmolLM-135M.i1-IQ3_S.gguf b/SmolLM-135M.i1-IQ3_S.gguf new file mode 100644 index 0000000..9c8508c --- /dev/null +++ b/SmolLM-135M.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d2f66b49d7abe788efdd63d0f42fda87b479bf94da7343842ce54f4c528f061b +size 88202144 diff --git a/SmolLM-135M.i1-IQ3_XS.gguf b/SmolLM-135M.i1-IQ3_XS.gguf new file mode 100644 index 0000000..6b6d419 --- /dev/null +++ b/SmolLM-135M.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e31b59954d825372c00b4321fe58d8e4fe226d74987f559169cf5fc9d6e39de6 +size 88202144 diff --git a/SmolLM-135M.i1-IQ3_XXS.gguf b/SmolLM-135M.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..2dba05a --- /dev/null +++ b/SmolLM-135M.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c7c6f74c259b2fbb9eccd25971a7f30790b4defa111a69e4d636d16a01a3588 +size 86957984 diff --git a/SmolLM-135M.i1-IQ4_NL.gguf b/SmolLM-135M.i1-IQ4_NL.gguf new file mode 100644 index 0000000..e9761f5 --- /dev/null +++ b/SmolLM-135M.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0d9a0edbeb2b19489c2ab5f867cf99e23782a43f7465f6f51a03dfdcd48d6e6d +size 91727264 diff --git a/SmolLM-135M.i1-IQ4_XS.gguf b/SmolLM-135M.i1-IQ4_XS.gguf new file mode 100644 index 0000000..64441f2 --- /dev/null +++ b/SmolLM-135M.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:414e49131f5314c0c6c25761ada033316d2da659071a33cafcee135a6eb4e561 +size 90897824 diff --git a/SmolLM-135M.i1-Q2_K.gguf b/SmolLM-135M.i1-Q2_K.gguf new file mode 100644 index 0000000..17cdd45 --- /dev/null +++ b/SmolLM-135M.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b28f07f953d9832e91615a51f54df15edf2be7b364afba21dc68f060d5353b36 +size 88202144 diff --git a/SmolLM-135M.i1-Q2_K_S.gguf b/SmolLM-135M.i1-Q2_K_S.gguf new file mode 100644 index 0000000..a1d7caf --- /dev/null +++ b/SmolLM-135M.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a2cacdac9d4c303f250d845c911886a3359f2d1cc47240ab58eeb09a834ec76b +size 86128544 diff --git a/SmolLM-135M.i1-Q3_K_L.gguf b/SmolLM-135M.i1-Q3_K_L.gguf new file mode 100644 index 0000000..51428c9 --- /dev/null +++ b/SmolLM-135M.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6b196e096abb3a0480de996629a36d47aea8111dc7acdb11ca4c4114e224c23 +size 97533344 diff --git a/SmolLM-135M.i1-Q3_K_M.gguf b/SmolLM-135M.i1-Q3_K_M.gguf new file mode 100644 index 0000000..0db3195 --- /dev/null +++ b/SmolLM-135M.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3104541cafc1aeaeed401a6c16ef0e7d2120397ad2f3b68e1a687b5c189a7d0f +size 93510560 diff --git a/SmolLM-135M.i1-Q3_K_S.gguf b/SmolLM-135M.i1-Q3_K_S.gguf new file mode 100644 index 0000000..fd61439 --- /dev/null +++ b/SmolLM-135M.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:009ed6faaae4871958cab9da7c093fae6db4724a3dbc4a2efd313a0c4b67fde3 +size 88202144 diff --git a/SmolLM-135M.i1-Q4_0.gguf b/SmolLM-135M.i1-Q4_0.gguf new file mode 100644 index 0000000..bb65561 --- /dev/null +++ b/SmolLM-135M.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5448438e334708c7909bc19312eadd570df436845feaba85d9d17c6636686d1f +size 91893152 diff --git a/SmolLM-135M.i1-Q4_1.gguf b/SmolLM-135M.i1-Q4_1.gguf new file mode 100644 index 0000000..84ba82d --- /dev/null +++ b/SmolLM-135M.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6a79d92572ca9911f660f58a1ab0e4859a456765612300d2ce22b106e0dd6e12 +size 98362784 diff --git a/SmolLM-135M.i1-Q4_K_M.gguf b/SmolLM-135M.i1-Q4_K_M.gguf new file mode 100644 index 0000000..ffdd812 --- /dev/null +++ b/SmolLM-135M.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e63d3a4c2a5101a68c4f6868092d54d3047d343aee53f77195b88e7ec36837b2 +size 105454496 diff --git a/SmolLM-135M.i1-Q4_K_S.gguf b/SmolLM-135M.i1-Q4_K_S.gguf new file mode 100644 index 0000000..1553011 --- /dev/null +++ b/SmolLM-135M.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ae2035128215cf72dbc7a8d97d3e68f278ede5eded4202c41cf5c97eaf377bb6 +size 102039968 diff --git a/SmolLM-135M.i1-Q5_K_M.gguf b/SmolLM-135M.i1-Q5_K_M.gguf new file mode 100644 index 0000000..4e39244 --- /dev/null +++ b/SmolLM-135M.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b45b129e995c5f5a2562f052844d8a3849f790acc4099701e2628c617808d79d +size 112103840 diff --git a/SmolLM-135M.i1-Q5_K_S.gguf b/SmolLM-135M.i1-Q5_K_S.gguf new file mode 100644 index 0000000..6776ba2 --- /dev/null +++ b/SmolLM-135M.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:52fd232a22246fc7b82933cf1737db3163f7def604d73b047de14b502a9f3cad +size 109974944 diff --git a/SmolLM-135M.i1-Q6_K.gguf b/SmolLM-135M.i1-Q6_K.gguf new file mode 100644 index 0000000..7ecea58 --- /dev/null +++ b/SmolLM-135M.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ebd8b1962ba4bc8fdbd40ad9463bdd1ce718691f7453f3b922f77d88a36fa2ae +size 138383264