commit add6b2786e607642c8a81fc7fe45c0811a1d216e Author: ModelHub XC Date: Wed Jun 10 14:38:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Villanova-2B-2512-Preview-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..af6428e --- /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 +Villanova-2B-2512-Preview.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Villanova-2B-2512-Preview.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Villanova-2B-2512-Preview.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Villanova-2B-2512-Preview.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Villanova-2B-2512-Preview.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Villanova-2B-2512-Preview.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Villanova-2B-2512-Preview.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Villanova-2B-2512-Preview.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Villanova-2B-2512-Preview.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Villanova-2B-2512-Preview.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Villanova-2B-2512-Preview.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Villanova-2B-2512-Preview.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..5b65616 --- /dev/null +++ b/README.md @@ -0,0 +1,76 @@ +--- +base_model: VillanovaAI/Villanova-2B-2512-Preview +language: +- en +- de +- es +- fr +- it +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/VillanovaAI/Villanova-2B-2512-Preview + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Villanova-2B-2512-Preview-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/Villanova-2B-2512-Preview-GGUF/resolve/main/Villanova-2B-2512-Preview.Q2_K.gguf) | Q2_K | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/Villanova-2B-2512-Preview-GGUF/resolve/main/Villanova-2B-2512-Preview.Q3_K_S.gguf) | Q3_K_S | 1.7 | | +| [GGUF](https://huggingface.co/mradermacher/Villanova-2B-2512-Preview-GGUF/resolve/main/Villanova-2B-2512-Preview.Q3_K_M.gguf) | Q3_K_M | 1.7 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Villanova-2B-2512-Preview-GGUF/resolve/main/Villanova-2B-2512-Preview.Q3_K_L.gguf) | Q3_K_L | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/Villanova-2B-2512-Preview-GGUF/resolve/main/Villanova-2B-2512-Preview.IQ4_XS.gguf) | IQ4_XS | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/Villanova-2B-2512-Preview-GGUF/resolve/main/Villanova-2B-2512-Preview.Q4_K_S.gguf) | Q4_K_S | 2.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Villanova-2B-2512-Preview-GGUF/resolve/main/Villanova-2B-2512-Preview.Q4_K_M.gguf) | Q4_K_M | 2.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Villanova-2B-2512-Preview-GGUF/resolve/main/Villanova-2B-2512-Preview.Q5_K_S.gguf) | Q5_K_S | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/Villanova-2B-2512-Preview-GGUF/resolve/main/Villanova-2B-2512-Preview.Q5_K_M.gguf) | Q5_K_M | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/Villanova-2B-2512-Preview-GGUF/resolve/main/Villanova-2B-2512-Preview.Q6_K.gguf) | Q6_K | 2.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Villanova-2B-2512-Preview-GGUF/resolve/main/Villanova-2B-2512-Preview.Q8_0.gguf) | Q8_0 | 3.3 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Villanova-2B-2512-Preview-GGUF/resolve/main/Villanova-2B-2512-Preview.f16.gguf) | f16 | 6.1 | 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/Villanova-2B-2512-Preview.IQ4_XS.gguf b/Villanova-2B-2512-Preview.IQ4_XS.gguf new file mode 100644 index 0000000..fb3a849 --- /dev/null +++ b/Villanova-2B-2512-Preview.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:865aa2e6b54ae9a876c1dec203b4b4c639cfb891801d1dc63ead36e7abd8a0df +size 1806893120 diff --git a/Villanova-2B-2512-Preview.Q2_K.gguf b/Villanova-2B-2512-Preview.Q2_K.gguf new file mode 100644 index 0000000..7b93929 --- /dev/null +++ b/Villanova-2B-2512-Preview.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:920355589b234d9d07354ece92be7c9a06c31281bdc4a11cc2f689c2fb4ea138 +size 1382281280 diff --git a/Villanova-2B-2512-Preview.Q3_K_L.gguf b/Villanova-2B-2512-Preview.Q3_K_L.gguf new file mode 100644 index 0000000..f3db5a2 --- /dev/null +++ b/Villanova-2B-2512-Preview.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:877b60e763f9e50aa6ef19b347f737881c8895994d90516520d83a715d7e45b2 +size 1714077760 diff --git a/Villanova-2B-2512-Preview.Q3_K_M.gguf b/Villanova-2B-2512-Preview.Q3_K_M.gguf new file mode 100644 index 0000000..2a4fe7b --- /dev/null +++ b/Villanova-2B-2512-Preview.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ac5fe555d52ece5284d2ea9138f5a9309fa479a43b347c7208dd401f4a495da +size 1641005120 diff --git a/Villanova-2B-2512-Preview.Q3_K_S.gguf b/Villanova-2B-2512-Preview.Q3_K_S.gguf new file mode 100644 index 0000000..5fcbd77 --- /dev/null +++ b/Villanova-2B-2512-Preview.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b09c45a4601acadbed83453ab5b81ffe82855ab3e4c0fe35a046c3c92d3e0b14 +size 1555931200 diff --git a/Villanova-2B-2512-Preview.Q4_K_M.gguf b/Villanova-2B-2512-Preview.Q4_K_M.gguf new file mode 100644 index 0000000..f0d76af --- /dev/null +++ b/Villanova-2B-2512-Preview.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be171f99d1b1ed6bbc610d73b1977c86d36ef1a0bcd587922bd8527e78b77b6a +size 1932445760 diff --git a/Villanova-2B-2512-Preview.Q4_K_S.gguf b/Villanova-2B-2512-Preview.Q4_K_S.gguf new file mode 100644 index 0000000..6f155f0 --- /dev/null +++ b/Villanova-2B-2512-Preview.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c8b7529f3b806897301e83b75e4d0b13a0572ae2c730e6d6c4a6a9aa2fcda451 +size 1875787840 diff --git a/Villanova-2B-2512-Preview.Q5_K_M.gguf b/Villanova-2B-2512-Preview.Q5_K_M.gguf new file mode 100644 index 0000000..6757a87 --- /dev/null +++ b/Villanova-2B-2512-Preview.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd3d344d7055899e9b195bd213e8870b117ebf0c78cf94dafc40cb9e42b2b0f2 +size 2195736640 diff --git a/Villanova-2B-2512-Preview.Q5_K_S.gguf b/Villanova-2B-2512-Preview.Q5_K_S.gguf new file mode 100644 index 0000000..3f6f1e9 --- /dev/null +++ b/Villanova-2B-2512-Preview.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:29a6ef06d964b269172b871dce7b429f234585e51f8703e66003e07acbdd475f +size 2162835520 diff --git a/Villanova-2B-2512-Preview.Q6_K.gguf b/Villanova-2B-2512-Preview.Q6_K.gguf new file mode 100644 index 0000000..f2b25d6 --- /dev/null +++ b/Villanova-2B-2512-Preview.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f690ee637f2421eabc918efd18c65676d332dec1eef966f83f3bacf72b776fa9 +size 2475483200 diff --git a/Villanova-2B-2512-Preview.Q8_0.gguf b/Villanova-2B-2512-Preview.Q8_0.gguf new file mode 100644 index 0000000..81b84f9 --- /dev/null +++ b/Villanova-2B-2512-Preview.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0af02fa18e253cf3276427987db7f021f890d6d2f5dbc055dbf7db144f444867 +size 3204325440 diff --git a/Villanova-2B-2512-Preview.f16.gguf b/Villanova-2B-2512-Preview.f16.gguf new file mode 100644 index 0000000..5723e7b --- /dev/null +++ b/Villanova-2B-2512-Preview.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:295f937f278f12f40a4032e4a51536b7672c595b92e5a55aff408edba36f3a55 +size 6025650240