commit e006dcd519453a88bf9120672ccae7da24755d43 Author: ModelHub XC Date: Mon Oct 12 06:57:18 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/SciThinker-4B-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..044dc9d --- /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 +SciThinker-4B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +SciThinker-4B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +SciThinker-4B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +SciThinker-4B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SciThinker-4B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SciThinker-4B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SciThinker-4B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SciThinker-4B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SciThinker-4B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SciThinker-4B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +SciThinker-4B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +SciThinker-4B.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..e787c8f --- /dev/null +++ b/README.md @@ -0,0 +1,72 @@ +--- +base_model: OpenMOSS-Team/SciThinker-4B +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/OpenMOSS-Team/SciThinker-4B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#SciThinker-4B-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/SciThinker-4B-i1-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/SciThinker-4B-GGUF/resolve/main/SciThinker-4B.Q2_K.gguf) | Q2_K | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/SciThinker-4B-GGUF/resolve/main/SciThinker-4B.Q3_K_S.gguf) | Q3_K_S | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/SciThinker-4B-GGUF/resolve/main/SciThinker-4B.Q3_K_M.gguf) | Q3_K_M | 2.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/SciThinker-4B-GGUF/resolve/main/SciThinker-4B.Q3_K_L.gguf) | Q3_K_L | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/SciThinker-4B-GGUF/resolve/main/SciThinker-4B.IQ4_XS.gguf) | IQ4_XS | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/SciThinker-4B-GGUF/resolve/main/SciThinker-4B.Q4_K_S.gguf) | Q4_K_S | 2.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SciThinker-4B-GGUF/resolve/main/SciThinker-4B.Q4_K_M.gguf) | Q4_K_M | 2.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SciThinker-4B-GGUF/resolve/main/SciThinker-4B.Q5_K_S.gguf) | Q5_K_S | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/SciThinker-4B-GGUF/resolve/main/SciThinker-4B.Q5_K_M.gguf) | Q5_K_M | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/SciThinker-4B-GGUF/resolve/main/SciThinker-4B.Q6_K.gguf) | Q6_K | 3.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/SciThinker-4B-GGUF/resolve/main/SciThinker-4B.Q8_0.gguf) | Q8_0 | 4.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/SciThinker-4B-GGUF/resolve/main/SciThinker-4B.f16.gguf) | f16 | 8.2 | 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/SciThinker-4B.IQ4_XS.gguf b/SciThinker-4B.IQ4_XS.gguf new file mode 100644 index 0000000..6b6119a --- /dev/null +++ b/SciThinker-4B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de247a12bc60acffece711db2cf85759ce1d40bcb8c6183b9df5d784966f2f6e +size 2286316576 diff --git a/SciThinker-4B.Q2_K.gguf b/SciThinker-4B.Q2_K.gguf new file mode 100644 index 0000000..7b23148 --- /dev/null +++ b/SciThinker-4B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3e20a84c8be80bdc9d67d289cc4da228c9ba7be92f1cdef6eaafd62d06466421 +size 1669499936 diff --git a/SciThinker-4B.Q3_K_L.gguf b/SciThinker-4B.Q3_K_L.gguf new file mode 100644 index 0000000..614cd5f --- /dev/null +++ b/SciThinker-4B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:33c82ead41ece1c22e456ea9dadd26fc614437cc2c3169985f7732126760c7cb +size 2239786016 diff --git a/SciThinker-4B.Q3_K_M.gguf b/SciThinker-4B.Q3_K_M.gguf new file mode 100644 index 0000000..910c0d5 --- /dev/null +++ b/SciThinker-4B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7483bcacdbe565ab7d59844944bdc5cb9ff10b5832474a9c2964f42d0ef1605c +size 2075618336 diff --git a/SciThinker-4B.Q3_K_S.gguf b/SciThinker-4B.Q3_K_S.gguf new file mode 100644 index 0000000..4512861 --- /dev/null +++ b/SciThinker-4B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:997c1f8ffcf76b86afad2090e9b37237e3e475e1549383486d3d52b7c6264325 +size 1886997536 diff --git a/SciThinker-4B.Q4_K_M.gguf b/SciThinker-4B.Q4_K_M.gguf new file mode 100644 index 0000000..b08ee28 --- /dev/null +++ b/SciThinker-4B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a6dcaf9762bfe06d750406d20cb760a9a224d26cc4de1adb09e87ea5d32fa93b +size 2497281056 diff --git a/SciThinker-4B.Q4_K_S.gguf b/SciThinker-4B.Q4_K_S.gguf new file mode 100644 index 0000000..2362123 --- /dev/null +++ b/SciThinker-4B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4d9391b5f94469c9c292c68acec911b28466afef197949b8d0083badaf4d068d +size 2383309856 diff --git a/SciThinker-4B.Q5_K_M.gguf b/SciThinker-4B.Q5_K_M.gguf new file mode 100644 index 0000000..66c62e2 --- /dev/null +++ b/SciThinker-4B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f2dc2ea85575315fae0bed45933b90d27215884b10ba7c1a3018fd2a64194bda +size 2889514016 diff --git a/SciThinker-4B.Q5_K_S.gguf b/SciThinker-4B.Q5_K_S.gguf new file mode 100644 index 0000000..b4ee3b2 --- /dev/null +++ b/SciThinker-4B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ce1d9b57d1de4ab7305bed2cc9ce2225e57e96f67996e6362a39232de616c2fc +size 2823711776 diff --git a/SciThinker-4B.Q6_K.gguf b/SciThinker-4B.Q6_K.gguf new file mode 100644 index 0000000..d822dbc --- /dev/null +++ b/SciThinker-4B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:69b056f17e9e9b07835b9f8dacb95d5e0ce477cb78e99a737798054ab2be04a8 +size 3306261536 diff --git a/SciThinker-4B.Q8_0.gguf b/SciThinker-4B.Q8_0.gguf new file mode 100644 index 0000000..a2ec0c5 --- /dev/null +++ b/SciThinker-4B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fd9181df403ab9c813166798c52a60574e9f0ea93cad0275be02aa83c83329c4 +size 4280405536 diff --git a/SciThinker-4B.f16.gguf b/SciThinker-4B.f16.gguf new file mode 100644 index 0000000..f27e7d1 --- /dev/null +++ b/SciThinker-4B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:03edc22bea134378353a783b03734e4c471adcdf5195b002500e50730b1018a6 +size 8051285536