commit b57ea65fdd8733a40bc5994ea5d86172b01271dd Author: ModelHub XC Date: Fri May 8 08:19:52 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/smollm2-135M-SFT-Only-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a20f822 --- /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 +smollm2-135M-SFT-Only.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +smollm2-135M-SFT-Only.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +smollm2-135M-SFT-Only.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +smollm2-135M-SFT-Only.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +smollm2-135M-SFT-Only.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +smollm2-135M-SFT-Only.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +smollm2-135M-SFT-Only.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +smollm2-135M-SFT-Only.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +smollm2-135M-SFT-Only.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +smollm2-135M-SFT-Only.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +smollm2-135M-SFT-Only.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +smollm2-135M-SFT-Only.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..2406edb --- /dev/null +++ b/README.md @@ -0,0 +1,90 @@ +--- +base_model: HuggingFaceTB/smollm2-135M-SFT-Only +datasets: +- HuggingFaceTB/magpie-ultra-v1.0-top-300K-short-H4 +- HuggingFaceTB/OpenHermes-2.5-H4-200k +- HuggingFaceTB/ifeval-like-data-36k-H4 +- HuggingFaceTB/everyday-conversations-llama3.1-2k +- HuggingFaceTB/self-oss-instruct-sc2-H4 +- HuggingFaceTB/summarization-data-10k-H4 +- HuggingFaceTB/smollm-v2-summarization +- HuggingFaceTB/smollm-v2-rewriting-50k-H4 +- HuggingFaceTB/explore-instruct-rewrite-H4 +- HuggingFaceTB/LongAlign-16k-ctx-english-H4 +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- alignment-handbook +- trl +- sft +- generated_from_trainer +- trl +- sft +- generated_from_trainer +--- +## About + + + + + + + + + +static quants of https://huggingface.co/HuggingFaceTB/smollm2-135M-SFT-Only + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#smollm2-135M-SFT-Only-GGUF).*** + +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-SFT-Only-GGUF/resolve/main/smollm2-135M-SFT-Only.Q2_K.gguf) | Q2_K | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/smollm2-135M-SFT-Only-GGUF/resolve/main/smollm2-135M-SFT-Only.Q3_K_S.gguf) | Q3_K_S | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/smollm2-135M-SFT-Only-GGUF/resolve/main/smollm2-135M-SFT-Only.IQ4_XS.gguf) | IQ4_XS | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/smollm2-135M-SFT-Only-GGUF/resolve/main/smollm2-135M-SFT-Only.Q3_K_M.gguf) | Q3_K_M | 0.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/smollm2-135M-SFT-Only-GGUF/resolve/main/smollm2-135M-SFT-Only.Q3_K_L.gguf) | Q3_K_L | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/smollm2-135M-SFT-Only-GGUF/resolve/main/smollm2-135M-SFT-Only.Q4_K_S.gguf) | Q4_K_S | 0.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/smollm2-135M-SFT-Only-GGUF/resolve/main/smollm2-135M-SFT-Only.Q4_K_M.gguf) | Q4_K_M | 0.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/smollm2-135M-SFT-Only-GGUF/resolve/main/smollm2-135M-SFT-Only.Q5_K_S.gguf) | Q5_K_S | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/smollm2-135M-SFT-Only-GGUF/resolve/main/smollm2-135M-SFT-Only.Q5_K_M.gguf) | Q5_K_M | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/smollm2-135M-SFT-Only-GGUF/resolve/main/smollm2-135M-SFT-Only.Q6_K.gguf) | Q6_K | 0.2 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/smollm2-135M-SFT-Only-GGUF/resolve/main/smollm2-135M-SFT-Only.Q8_0.gguf) | Q8_0 | 0.2 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/smollm2-135M-SFT-Only-GGUF/resolve/main/smollm2-135M-SFT-Only.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. + + diff --git a/smollm2-135M-SFT-Only.IQ4_XS.gguf b/smollm2-135M-SFT-Only.IQ4_XS.gguf new file mode 100644 index 0000000..6f1fc3f --- /dev/null +++ b/smollm2-135M-SFT-Only.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:100a7c9f88bad5eea84eac72a4d24d05cdc9922c1a530587fd2cead066763cee +size 91315392 diff --git a/smollm2-135M-SFT-Only.Q2_K.gguf b/smollm2-135M-SFT-Only.Q2_K.gguf new file mode 100644 index 0000000..ac7f2cd --- /dev/null +++ b/smollm2-135M-SFT-Only.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:60a8baa0e664de84d605d31a040024f05f3144a309efdf3d65f0d570023444e5 +size 88204992 diff --git a/smollm2-135M-SFT-Only.Q3_K_L.gguf b/smollm2-135M-SFT-Only.Q3_K_L.gguf new file mode 100644 index 0000000..e823691 --- /dev/null +++ b/smollm2-135M-SFT-Only.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6bbdd943c8c53b33b140597191d677f7000964fcbb49153bcdd3e2ac0e5c0eb4 +size 97536192 diff --git a/smollm2-135M-SFT-Only.Q3_K_M.gguf b/smollm2-135M-SFT-Only.Q3_K_M.gguf new file mode 100644 index 0000000..a49d2a4 --- /dev/null +++ b/smollm2-135M-SFT-Only.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4465d95bbe5390b91cf4d8769a5f8e325af389a11b2baa49506c19813a15d0d6 +size 93513408 diff --git a/smollm2-135M-SFT-Only.Q3_K_S.gguf b/smollm2-135M-SFT-Only.Q3_K_S.gguf new file mode 100644 index 0000000..5a2ba40 --- /dev/null +++ b/smollm2-135M-SFT-Only.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4adf70f6069f819684b7e778992b1d3f38049342ac0e709f1bec2a60335a4086 +size 88204992 diff --git a/smollm2-135M-SFT-Only.Q4_K_M.gguf b/smollm2-135M-SFT-Only.Q4_K_M.gguf new file mode 100644 index 0000000..a98118d --- /dev/null +++ b/smollm2-135M-SFT-Only.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d682abac53ea102ec5c747432bcbfa1245e205a650e41c19b2586a21f6fedb7c +size 105457344 diff --git a/smollm2-135M-SFT-Only.Q4_K_S.gguf b/smollm2-135M-SFT-Only.Q4_K_S.gguf new file mode 100644 index 0000000..ec652f0 --- /dev/null +++ b/smollm2-135M-SFT-Only.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ff0055d4913c99fd5357e61af4c41b019129547fdb33b724f5cf6be85021033 +size 102042816 diff --git a/smollm2-135M-SFT-Only.Q5_K_M.gguf b/smollm2-135M-SFT-Only.Q5_K_M.gguf new file mode 100644 index 0000000..0c6b37b --- /dev/null +++ b/smollm2-135M-SFT-Only.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9e35900f839da304fa121e317a84fb045e1c0c55ebee181112206a11f6c9b8a2 +size 112106688 diff --git a/smollm2-135M-SFT-Only.Q5_K_S.gguf b/smollm2-135M-SFT-Only.Q5_K_S.gguf new file mode 100644 index 0000000..fbc810c --- /dev/null +++ b/smollm2-135M-SFT-Only.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4a7a0ce55a329201e628d863697822af91cad7f908497905b9b680cc456efa6e +size 109977792 diff --git a/smollm2-135M-SFT-Only.Q6_K.gguf b/smollm2-135M-SFT-Only.Q6_K.gguf new file mode 100644 index 0000000..395f119 --- /dev/null +++ b/smollm2-135M-SFT-Only.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:199ec14f714c5109621b81a53254c7fab1bae8a9c6334984a841b4570d20d9c5 +size 138386112 diff --git a/smollm2-135M-SFT-Only.Q8_0.gguf b/smollm2-135M-SFT-Only.Q8_0.gguf new file mode 100644 index 0000000..cc09abf --- /dev/null +++ b/smollm2-135M-SFT-Only.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd4ba3c0fa86560fe0251cf0419881b86b4f4eb125f9dbe1ecb8f9855a6bf5f2 +size 144814272 diff --git a/smollm2-135M-SFT-Only.f16.gguf b/smollm2-135M-SFT-Only.f16.gguf new file mode 100644 index 0000000..c2d84f6 --- /dev/null +++ b/smollm2-135M-SFT-Only.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d0e2adc51f95d2d05cf971742f90088bb6527866b82758816dd7ac6a5519178d +size 270889152