From 00de7c3956556021f9588a50d274b059a11305b7 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 15 May 2026 05:17:09 +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/shorter_better-4b-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++++++ README.md | 71 +++++++++++++++++++++++++++++++++++ shorter_better-4b.IQ4_XS.gguf | 3 ++ shorter_better-4b.Q2_K.gguf | 3 ++ shorter_better-4b.Q3_K_L.gguf | 3 ++ shorter_better-4b.Q3_K_M.gguf | 3 ++ shorter_better-4b.Q3_K_S.gguf | 3 ++ shorter_better-4b.Q4_K_M.gguf | 3 ++ shorter_better-4b.Q4_K_S.gguf | 3 ++ shorter_better-4b.Q5_K_M.gguf | 3 ++ shorter_better-4b.Q5_K_S.gguf | 3 ++ shorter_better-4b.Q6_K.gguf | 3 ++ shorter_better-4b.Q8_0.gguf | 3 ++ shorter_better-4b.f16.gguf | 3 ++ 14 files changed, 154 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 shorter_better-4b.IQ4_XS.gguf create mode 100644 shorter_better-4b.Q2_K.gguf create mode 100644 shorter_better-4b.Q3_K_L.gguf create mode 100644 shorter_better-4b.Q3_K_M.gguf create mode 100644 shorter_better-4b.Q3_K_S.gguf create mode 100644 shorter_better-4b.Q4_K_M.gguf create mode 100644 shorter_better-4b.Q4_K_S.gguf create mode 100644 shorter_better-4b.Q5_K_M.gguf create mode 100644 shorter_better-4b.Q5_K_S.gguf create mode 100644 shorter_better-4b.Q6_K.gguf create mode 100644 shorter_better-4b.Q8_0.gguf create mode 100644 shorter_better-4b.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..03615f4 --- /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 +shorter_better-4b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +shorter_better-4b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +shorter_better-4b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +shorter_better-4b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +shorter_better-4b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +shorter_better-4b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +shorter_better-4b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +shorter_better-4b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +shorter_better-4b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +shorter_better-4b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +shorter_better-4b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +shorter_better-4b.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..c39ada5 --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: mingiJ/shorter_better-4B +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/mingiJ/shorter_better-4B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#shorter_better-4b-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/shorter_better-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/shorter_better-4b-GGUF/resolve/main/shorter_better-4b.Q2_K.gguf) | Q2_K | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/shorter_better-4b-GGUF/resolve/main/shorter_better-4b.Q3_K_S.gguf) | Q3_K_S | 2.2 | | +| [GGUF](https://huggingface.co/mradermacher/shorter_better-4b-GGUF/resolve/main/shorter_better-4b.Q3_K_M.gguf) | Q3_K_M | 2.3 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/shorter_better-4b-GGUF/resolve/main/shorter_better-4b.Q3_K_L.gguf) | Q3_K_L | 2.5 | | +| [GGUF](https://huggingface.co/mradermacher/shorter_better-4b-GGUF/resolve/main/shorter_better-4b.IQ4_XS.gguf) | IQ4_XS | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/shorter_better-4b-GGUF/resolve/main/shorter_better-4b.Q4_K_S.gguf) | Q4_K_S | 2.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/shorter_better-4b-GGUF/resolve/main/shorter_better-4b.Q4_K_M.gguf) | Q4_K_M | 2.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/shorter_better-4b-GGUF/resolve/main/shorter_better-4b.Q5_K_S.gguf) | Q5_K_S | 3.2 | | +| [GGUF](https://huggingface.co/mradermacher/shorter_better-4b-GGUF/resolve/main/shorter_better-4b.Q5_K_M.gguf) | Q5_K_M | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/shorter_better-4b-GGUF/resolve/main/shorter_better-4b.Q6_K.gguf) | Q6_K | 3.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/shorter_better-4b-GGUF/resolve/main/shorter_better-4b.Q8_0.gguf) | Q8_0 | 4.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/shorter_better-4b-GGUF/resolve/main/shorter_better-4b.f16.gguf) | f16 | 8.9 | 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/shorter_better-4b.IQ4_XS.gguf b/shorter_better-4b.IQ4_XS.gguf new file mode 100644 index 0000000..d563448 --- /dev/null +++ b/shorter_better-4b.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de8b8f27ef1feadaa2aa41e9702814646cb819a574458dfe5199201a51893a07 +size 2492949216 diff --git a/shorter_better-4b.Q2_K.gguf b/shorter_better-4b.Q2_K.gguf new file mode 100644 index 0000000..04db1eb --- /dev/null +++ b/shorter_better-4b.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:936d66ebe8d5ab0275010572598d75f367c1a8bc8d295e60118999ac21c91adc +size 1797125856 diff --git a/shorter_better-4b.Q3_K_L.gguf b/shorter_better-4b.Q3_K_L.gguf new file mode 100644 index 0000000..ec29063 --- /dev/null +++ b/shorter_better-4b.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f78a32d22a8066e7e7e479d1a365fa300012bf447702ef5d0ceac58d6087a69a +size 2406915296 diff --git a/shorter_better-4b.Q3_K_M.gguf b/shorter_better-4b.Q3_K_M.gguf new file mode 100644 index 0000000..76b2f6c --- /dev/null +++ b/shorter_better-4b.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d553c5d6815e7497c9edd1ea3ad887ecdcd78f94b32ab1caf0f5d4c290e80108 +size 2242747616 diff --git a/shorter_better-4b.Q3_K_S.gguf b/shorter_better-4b.Q3_K_S.gguf new file mode 100644 index 0000000..31e1fec --- /dev/null +++ b/shorter_better-4b.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c2c31d5ef3c64f08dce5c3ca544dd7c80b4d0a792f7b09ab761c00d519129488 +size 2054126816 diff --git a/shorter_better-4b.Q4_K_M.gguf b/shorter_better-4b.Q4_K_M.gguf new file mode 100644 index 0000000..a22d49a --- /dev/null +++ b/shorter_better-4b.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1d80a46ed0fcbe1e2dcfa29b680dfe1f7236c0a4bfbc322785e0fba1e15580db +size 2716068576 diff --git a/shorter_better-4b.Q4_K_S.gguf b/shorter_better-4b.Q4_K_S.gguf new file mode 100644 index 0000000..18475b7 --- /dev/null +++ b/shorter_better-4b.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c50855f90bb893d3172ce8440493f07db8582f3b652c567e9a876d169ee47488 +size 2602097376 diff --git a/shorter_better-4b.Q5_K_M.gguf b/shorter_better-4b.Q5_K_M.gguf new file mode 100644 index 0000000..f3e8613 --- /dev/null +++ b/shorter_better-4b.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c4d3c86fe8a7df51e68b5166bcd0205d8572dabadf472affe8668da2c34ea9ab +size 3156921056 diff --git a/shorter_better-4b.Q5_K_S.gguf b/shorter_better-4b.Q5_K_S.gguf new file mode 100644 index 0000000..b44b769 --- /dev/null +++ b/shorter_better-4b.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c1468947e3be1f28570284473ae91fe5bc8eb21129fe95660f7266d45a3c2a54 +size 3091118816 diff --git a/shorter_better-4b.Q6_K.gguf b/shorter_better-4b.Q6_K.gguf new file mode 100644 index 0000000..acdaabb --- /dev/null +++ b/shorter_better-4b.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:408c48fdf1c01194343a114f4107c8b14499f32c9e66d7cc0f2b784754ebd7b6 +size 3625326816 diff --git a/shorter_better-4b.Q8_0.gguf b/shorter_better-4b.Q8_0.gguf new file mode 100644 index 0000000..2ebd161 --- /dev/null +++ b/shorter_better-4b.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:af16cd081bb0abd0f9ac5cccd665dfbe16dbbde9821745e9e51ff06dabf4509e +size 4693671136 diff --git a/shorter_better-4b.f16.gguf b/shorter_better-4b.f16.gguf new file mode 100644 index 0000000..a57dbfa --- /dev/null +++ b/shorter_better-4b.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e5cd51b8f9ab396f6cc02ab9cc81d0df8b108f268416f2615491ec88ebb91477 +size 8829197536