commit db6030a25cc0e7f84d68eb52fa675fb14128e745 Author: ModelHub XC Date: Thu Apr 23 13:06:04 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/SmolLM2-135M-ORPO-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..4e93df0 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,46 @@ +*.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 +SmolLM2-135M-ORPO.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-135M-ORPO.f16.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-135M-ORPO.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-135M-ORPO.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-135M-ORPO.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-135M-ORPO.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-135M-ORPO.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-135M-ORPO.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-135M-ORPO.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-135M-ORPO.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-135M-ORPO.Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..3f2720b --- /dev/null +++ b/README.md @@ -0,0 +1,65 @@ +--- +base_model: Ellight/SmolLM2-135M-ORPO +language: +- en +library_name: transformers +quantized_by: mradermacher +tags: [] +--- +## About + + + + + + +static quants of https://huggingface.co/Ellight/SmolLM2-135M-ORPO + + +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/SmolLM2-135M-ORPO-GGUF/resolve/main/SmolLM2-135M-ORPO.Q2_K.gguf) | Q2_K | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-135M-ORPO-GGUF/resolve/main/SmolLM2-135M-ORPO.Q3_K_S.gguf) | Q3_K_S | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-135M-ORPO-GGUF/resolve/main/SmolLM2-135M-ORPO.IQ4_XS.gguf) | IQ4_XS | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-135M-ORPO-GGUF/resolve/main/SmolLM2-135M-ORPO.Q4_0_4_4.gguf) | Q4_0_4_4 | 0.2 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-135M-ORPO-GGUF/resolve/main/SmolLM2-135M-ORPO.Q3_K_M.gguf) | Q3_K_M | 0.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-135M-ORPO-GGUF/resolve/main/SmolLM2-135M-ORPO.Q3_K_L.gguf) | Q3_K_L | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-135M-ORPO-GGUF/resolve/main/SmolLM2-135M-ORPO.Q4_K_S.gguf) | Q4_K_S | 0.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-135M-ORPO-GGUF/resolve/main/SmolLM2-135M-ORPO.Q4_K_M.gguf) | Q4_K_M | 0.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-135M-ORPO-GGUF/resolve/main/SmolLM2-135M-ORPO.Q5_K_S.gguf) | Q5_K_S | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-135M-ORPO-GGUF/resolve/main/SmolLM2-135M-ORPO.Q5_K_M.gguf) | Q5_K_M | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-135M-ORPO-GGUF/resolve/main/SmolLM2-135M-ORPO.Q6_K.gguf) | Q6_K | 0.2 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-135M-ORPO-GGUF/resolve/main/SmolLM2-135M-ORPO.Q8_0.gguf) | Q8_0 | 0.2 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-135M-ORPO-GGUF/resolve/main/SmolLM2-135M-ORPO.f16.gguf) | f16 | 0.4 | 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/SmolLM2-135M-ORPO.IQ4_XS.gguf b/SmolLM2-135M-ORPO.IQ4_XS.gguf new file mode 100644 index 0000000..19c6d27 --- /dev/null +++ b/SmolLM2-135M-ORPO.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dafd74ba0860fc31b55bf3ac5f6df03bdb5513f1048614fca5ebc21383dfcb76 +size 91312448 diff --git a/SmolLM2-135M-ORPO.Q2_K.gguf b/SmolLM2-135M-ORPO.Q2_K.gguf new file mode 100644 index 0000000..3d6c182 --- /dev/null +++ b/SmolLM2-135M-ORPO.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:529fb0d921b7448c2d9f22748d0e7442f03314573e02e731090ca8d9ea41c2c3 +size 88202048 diff --git a/SmolLM2-135M-ORPO.Q3_K_L.gguf b/SmolLM2-135M-ORPO.Q3_K_L.gguf new file mode 100644 index 0000000..492aeb7 --- /dev/null +++ b/SmolLM2-135M-ORPO.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b57efce5e2ce79efe39c5de949f7c682025bdbaeeee6c9488fe015c5e311404 +size 97533248 diff --git a/SmolLM2-135M-ORPO.Q3_K_M.gguf b/SmolLM2-135M-ORPO.Q3_K_M.gguf new file mode 100644 index 0000000..0d877ad --- /dev/null +++ b/SmolLM2-135M-ORPO.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f45bf9cf1f6cd3bcf0a1f3142d6d459e267d8a864d701e526dbc804afc1e27f4 +size 93510464 diff --git a/SmolLM2-135M-ORPO.Q3_K_S.gguf b/SmolLM2-135M-ORPO.Q3_K_S.gguf new file mode 100644 index 0000000..554949e --- /dev/null +++ b/SmolLM2-135M-ORPO.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e08c3ad549f55ada20e6e57d637bdcf2fc1d4795a7a2b12a6ae259329c78d532 +size 88202048 diff --git a/SmolLM2-135M-ORPO.Q4_0_4_4.gguf b/SmolLM2-135M-ORPO.Q4_0_4_4.gguf new file mode 100644 index 0000000..64a4563 --- /dev/null +++ b/SmolLM2-135M-ORPO.Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb7b41650ab9957d832aa973cd2ed9d903319aab471a04c576175fe0ce3575cc +size 91727168 diff --git a/SmolLM2-135M-ORPO.Q4_K_M.gguf b/SmolLM2-135M-ORPO.Q4_K_M.gguf new file mode 100644 index 0000000..7f35739 --- /dev/null +++ b/SmolLM2-135M-ORPO.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9f790b1e8a83603c21fc8e6d427df8966e7240779b65668d1b6fcaafe233a207 +size 105454400 diff --git a/SmolLM2-135M-ORPO.Q4_K_S.gguf b/SmolLM2-135M-ORPO.Q4_K_S.gguf new file mode 100644 index 0000000..dcf0a35 --- /dev/null +++ b/SmolLM2-135M-ORPO.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5dc7c6a82f7cd987c96915af461d720a127c58c9170afe8fb9666948d28baaf2 +size 102039872 diff --git a/SmolLM2-135M-ORPO.Q5_K_M.gguf b/SmolLM2-135M-ORPO.Q5_K_M.gguf new file mode 100644 index 0000000..7203dde --- /dev/null +++ b/SmolLM2-135M-ORPO.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1be1d63881dfcbc4296bc25d6ac8a37e58059bcecf05d81e6fa572812e18d3c7 +size 112103744 diff --git a/SmolLM2-135M-ORPO.Q5_K_S.gguf b/SmolLM2-135M-ORPO.Q5_K_S.gguf new file mode 100644 index 0000000..114fd95 --- /dev/null +++ b/SmolLM2-135M-ORPO.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c7c17e1b88dbe7fbcf33f338544cc9a06a5761519b3657590f2cfe0a50086609 +size 109974848 diff --git a/SmolLM2-135M-ORPO.Q6_K.gguf b/SmolLM2-135M-ORPO.Q6_K.gguf new file mode 100644 index 0000000..29bd905 --- /dev/null +++ b/SmolLM2-135M-ORPO.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8a1deb9633a3614645d2c121df1b5b5f2a466c8be8f21f15e76b7525c455ee48 +size 138383168 diff --git a/SmolLM2-135M-ORPO.Q8_0.gguf b/SmolLM2-135M-ORPO.Q8_0.gguf new file mode 100644 index 0000000..09bb917 --- /dev/null +++ b/SmolLM2-135M-ORPO.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:93f61b35ddfd4ff328b2885d0d174304d8d4c51f19d684bf3addde8f5d1549e2 +size 144811328 diff --git a/SmolLM2-135M-ORPO.f16.gguf b/SmolLM2-135M-ORPO.f16.gguf new file mode 100644 index 0000000..e34fd90 --- /dev/null +++ b/SmolLM2-135M-ORPO.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad9ce4cbbc2db90001b84c1ac0b0828823285fb117c558659ba468882478324c +size 270886208