From 2ef0fc34c71c75dee77936d8596f9057cbdefd21 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sat, 13 Jun 2026 17:57:18 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: mradermacher/danube2-1.8b-MathInstruct-GGUF Source: Original Platform --- .gitattributes | 50 +++++++++++++++++++ README.md | 72 +++++++++++++++++++++++++++ danube2-1.8b-MathInstruct.IQ3_M.gguf | 3 ++ danube2-1.8b-MathInstruct.IQ3_S.gguf | 3 ++ danube2-1.8b-MathInstruct.IQ3_XS.gguf | 3 ++ danube2-1.8b-MathInstruct.IQ4_XS.gguf | 3 ++ danube2-1.8b-MathInstruct.Q2_K.gguf | 3 ++ danube2-1.8b-MathInstruct.Q3_K_L.gguf | 3 ++ danube2-1.8b-MathInstruct.Q3_K_M.gguf | 3 ++ danube2-1.8b-MathInstruct.Q3_K_S.gguf | 3 ++ danube2-1.8b-MathInstruct.Q4_K_M.gguf | 3 ++ danube2-1.8b-MathInstruct.Q4_K_S.gguf | 3 ++ danube2-1.8b-MathInstruct.Q5_K_M.gguf | 3 ++ danube2-1.8b-MathInstruct.Q5_K_S.gguf | 3 ++ danube2-1.8b-MathInstruct.Q6_K.gguf | 3 ++ danube2-1.8b-MathInstruct.Q8_0.gguf | 3 ++ danube2-1.8b-MathInstruct.f16.gguf | 3 ++ 17 files changed, 167 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 danube2-1.8b-MathInstruct.IQ3_M.gguf create mode 100644 danube2-1.8b-MathInstruct.IQ3_S.gguf create mode 100644 danube2-1.8b-MathInstruct.IQ3_XS.gguf create mode 100644 danube2-1.8b-MathInstruct.IQ4_XS.gguf create mode 100644 danube2-1.8b-MathInstruct.Q2_K.gguf create mode 100644 danube2-1.8b-MathInstruct.Q3_K_L.gguf create mode 100644 danube2-1.8b-MathInstruct.Q3_K_M.gguf create mode 100644 danube2-1.8b-MathInstruct.Q3_K_S.gguf create mode 100644 danube2-1.8b-MathInstruct.Q4_K_M.gguf create mode 100644 danube2-1.8b-MathInstruct.Q4_K_S.gguf create mode 100644 danube2-1.8b-MathInstruct.Q5_K_M.gguf create mode 100644 danube2-1.8b-MathInstruct.Q5_K_S.gguf create mode 100644 danube2-1.8b-MathInstruct.Q6_K.gguf create mode 100644 danube2-1.8b-MathInstruct.Q8_0.gguf create mode 100644 danube2-1.8b-MathInstruct.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..026fea5 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,50 @@ +*.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 +danube2-1.8b-MathInstruct.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +danube2-1.8b-MathInstruct.f16.gguf filter=lfs diff=lfs merge=lfs -text +danube2-1.8b-MathInstruct.IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +danube2-1.8b-MathInstruct.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +danube2-1.8b-MathInstruct.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +danube2-1.8b-MathInstruct.IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +danube2-1.8b-MathInstruct.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +danube2-1.8b-MathInstruct.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +danube2-1.8b-MathInstruct.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +danube2-1.8b-MathInstruct.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +danube2-1.8b-MathInstruct.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +danube2-1.8b-MathInstruct.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +danube2-1.8b-MathInstruct.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +danube2-1.8b-MathInstruct.IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +danube2-1.8b-MathInstruct.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..95a285c --- /dev/null +++ b/README.md @@ -0,0 +1,72 @@ +--- +base_model: trollek/danube2-1.8b-MathInstruct +datasets: +- TIGER-Lab/MathInstruct +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- llama-factory +- unsloth +--- +## About + + + + + + +static quants of https://huggingface.co/trollek/danube2-1.8b-MathInstruct + + +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/danube2-1.8b-MathInstruct-GGUF/resolve/main/danube2-1.8b-MathInstruct.Q2_K.gguf) | Q2_K | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/danube2-1.8b-MathInstruct-GGUF/resolve/main/danube2-1.8b-MathInstruct.IQ3_XS.gguf) | IQ3_XS | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/danube2-1.8b-MathInstruct-GGUF/resolve/main/danube2-1.8b-MathInstruct.Q3_K_S.gguf) | Q3_K_S | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/danube2-1.8b-MathInstruct-GGUF/resolve/main/danube2-1.8b-MathInstruct.IQ3_S.gguf) | IQ3_S | 0.9 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/danube2-1.8b-MathInstruct-GGUF/resolve/main/danube2-1.8b-MathInstruct.IQ3_M.gguf) | IQ3_M | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/danube2-1.8b-MathInstruct-GGUF/resolve/main/danube2-1.8b-MathInstruct.Q3_K_M.gguf) | Q3_K_M | 1.0 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/danube2-1.8b-MathInstruct-GGUF/resolve/main/danube2-1.8b-MathInstruct.Q3_K_L.gguf) | Q3_K_L | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/danube2-1.8b-MathInstruct-GGUF/resolve/main/danube2-1.8b-MathInstruct.IQ4_XS.gguf) | IQ4_XS | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/danube2-1.8b-MathInstruct-GGUF/resolve/main/danube2-1.8b-MathInstruct.Q4_K_S.gguf) | Q4_K_S | 1.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/danube2-1.8b-MathInstruct-GGUF/resolve/main/danube2-1.8b-MathInstruct.Q4_K_M.gguf) | Q4_K_M | 1.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/danube2-1.8b-MathInstruct-GGUF/resolve/main/danube2-1.8b-MathInstruct.Q5_K_S.gguf) | Q5_K_S | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/danube2-1.8b-MathInstruct-GGUF/resolve/main/danube2-1.8b-MathInstruct.Q5_K_M.gguf) | Q5_K_M | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/danube2-1.8b-MathInstruct-GGUF/resolve/main/danube2-1.8b-MathInstruct.Q6_K.gguf) | Q6_K | 1.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/danube2-1.8b-MathInstruct-GGUF/resolve/main/danube2-1.8b-MathInstruct.Q8_0.gguf) | Q8_0 | 2.0 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/danube2-1.8b-MathInstruct-GGUF/resolve/main/danube2-1.8b-MathInstruct.f16.gguf) | f16 | 3.8 | 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/danube2-1.8b-MathInstruct.IQ3_M.gguf b/danube2-1.8b-MathInstruct.IQ3_M.gguf new file mode 100644 index 0000000..a6d06ce --- /dev/null +++ b/danube2-1.8b-MathInstruct.IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6d202a55b2e68924871d504736f2a0ee30f46ab9c47c96f7bce9aae997570a9 +size 853192768 diff --git a/danube2-1.8b-MathInstruct.IQ3_S.gguf b/danube2-1.8b-MathInstruct.IQ3_S.gguf new file mode 100644 index 0000000..dc045bb --- /dev/null +++ b/danube2-1.8b-MathInstruct.IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c77201e14edcfc94db910ba6ca53838f9c0f5234d13ed0c3d5858985d22f3e0c +size 825252928 diff --git a/danube2-1.8b-MathInstruct.IQ3_XS.gguf b/danube2-1.8b-MathInstruct.IQ3_XS.gguf new file mode 100644 index 0000000..4c35523 --- /dev/null +++ b/danube2-1.8b-MathInstruct.IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:133a1be6dc44156915b478f4a52dc54b61cf10d7de3214ab4a2f4912fdb82592 +size 786177088 diff --git a/danube2-1.8b-MathInstruct.IQ4_XS.gguf b/danube2-1.8b-MathInstruct.IQ4_XS.gguf new file mode 100644 index 0000000..bf35cd2 --- /dev/null +++ b/danube2-1.8b-MathInstruct.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d5470db3f41586cf24a382100dc1e5bf449df98b5e6cb35826a29673bac66d52 +size 1012118080 diff --git a/danube2-1.8b-MathInstruct.Q2_K.gguf b/danube2-1.8b-MathInstruct.Q2_K.gguf new file mode 100644 index 0000000..905a652 --- /dev/null +++ b/danube2-1.8b-MathInstruct.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f3c84086c2d12827558663d1da1db24dffb5b1af17230858cef5c10c4fc9dbdf +size 710702656 diff --git a/danube2-1.8b-MathInstruct.Q3_K_L.gguf b/danube2-1.8b-MathInstruct.Q3_K_L.gguf new file mode 100644 index 0000000..2e0ce19 --- /dev/null +++ b/danube2-1.8b-MathInstruct.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc391ab293639582bacc34b9191885029d9aef6502cfdadd3e9dfe6b39e614cd +size 980204608 diff --git a/danube2-1.8b-MathInstruct.Q3_K_M.gguf b/danube2-1.8b-MathInstruct.Q3_K_M.gguf new file mode 100644 index 0000000..e79d3da --- /dev/null +++ b/danube2-1.8b-MathInstruct.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b842c45afc68f9ec39e50ffc668b04ec505e61442872d414b17db027b2415eb0 +size 905165888 diff --git a/danube2-1.8b-MathInstruct.Q3_K_S.gguf b/danube2-1.8b-MathInstruct.Q3_K_S.gguf new file mode 100644 index 0000000..cef7857 --- /dev/null +++ b/danube2-1.8b-MathInstruct.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a5c9fa7601266af87676834601d312528664fd73be097c407c7972c3a7ec282a +size 820030528 diff --git a/danube2-1.8b-MathInstruct.Q4_K_M.gguf b/danube2-1.8b-MathInstruct.Q4_K_M.gguf new file mode 100644 index 0000000..f9e137d --- /dev/null +++ b/danube2-1.8b-MathInstruct.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c4fad7f62a7e025051cd84e3ce2a0b01d596739dabcce8d09706002fa9d6569c +size 1112152800 diff --git a/danube2-1.8b-MathInstruct.Q4_K_S.gguf b/danube2-1.8b-MathInstruct.Q4_K_S.gguf new file mode 100644 index 0000000..9ce0899 --- /dev/null +++ b/danube2-1.8b-MathInstruct.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b162f5c7488766d69de2c071af4100ac5c04e3719030f43dd8a2a47e4ab1e35b +size 1059795680 diff --git a/danube2-1.8b-MathInstruct.Q5_K_M.gguf b/danube2-1.8b-MathInstruct.Q5_K_M.gguf new file mode 100644 index 0000000..00a6ecc --- /dev/null +++ b/danube2-1.8b-MathInstruct.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:472d8f47356bd6476f3abaa4efed6bf73448f2984a44b6c54a9fcfbac26c5188 +size 1301798240 diff --git a/danube2-1.8b-MathInstruct.Q5_K_S.gguf b/danube2-1.8b-MathInstruct.Q5_K_S.gguf new file mode 100644 index 0000000..ac6ae5c --- /dev/null +++ b/danube2-1.8b-MathInstruct.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e1d0924eafb57dffe7a4d1782ff3c005b89c70b0d761b6b2130d026b4be00a4c +size 1270986080 diff --git a/danube2-1.8b-MathInstruct.Q6_K.gguf b/danube2-1.8b-MathInstruct.Q6_K.gguf new file mode 100644 index 0000000..87f62a0 --- /dev/null +++ b/danube2-1.8b-MathInstruct.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:429f3f39cd662a79227bcc910f901436e8beb590da03f2de85fb071eb1188ec9 +size 1503296544 diff --git a/danube2-1.8b-MathInstruct.Q8_0.gguf b/danube2-1.8b-MathInstruct.Q8_0.gguf new file mode 100644 index 0000000..ac962bd --- /dev/null +++ b/danube2-1.8b-MathInstruct.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99d1901cda3d176292de481246ec7bfcd0d3df548273bcb25a26e8ace49c009d +size 1946762656 diff --git a/danube2-1.8b-MathInstruct.f16.gguf b/danube2-1.8b-MathInstruct.f16.gguf new file mode 100644 index 0000000..ebf0274 --- /dev/null +++ b/danube2-1.8b-MathInstruct.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a3519419ef887d30fe248054cf25d8d6b125fd319545165e366583543e625976 +size 3663405856