From 9d3fb0ed996d144127958a526740aa2c076aaa37 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 10 Jul 2026 23:16:13 +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/NeuralSoTa-7b-v0.1-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++++++++++ NeuralSoTa-7b-v0.1.IQ4_XS.gguf | 3 ++ NeuralSoTa-7b-v0.1.Q2_K.gguf | 3 ++ NeuralSoTa-7b-v0.1.Q3_K_L.gguf | 3 ++ NeuralSoTa-7b-v0.1.Q3_K_M.gguf | 3 ++ NeuralSoTa-7b-v0.1.Q3_K_S.gguf | 3 ++ NeuralSoTa-7b-v0.1.Q4_K_M.gguf | 3 ++ NeuralSoTa-7b-v0.1.Q4_K_S.gguf | 3 ++ NeuralSoTa-7b-v0.1.Q5_K_M.gguf | 3 ++ NeuralSoTa-7b-v0.1.Q5_K_S.gguf | 3 ++ NeuralSoTa-7b-v0.1.Q6_K.gguf | 3 ++ NeuralSoTa-7b-v0.1.Q8_0.gguf | 3 ++ NeuralSoTa-7b-v0.1.f16.gguf | 3 ++ README.md | 66 ++++++++++++++++++++++++++++++++++ 14 files changed, 149 insertions(+) create mode 100644 .gitattributes create mode 100644 NeuralSoTa-7b-v0.1.IQ4_XS.gguf create mode 100644 NeuralSoTa-7b-v0.1.Q2_K.gguf create mode 100644 NeuralSoTa-7b-v0.1.Q3_K_L.gguf create mode 100644 NeuralSoTa-7b-v0.1.Q3_K_M.gguf create mode 100644 NeuralSoTa-7b-v0.1.Q3_K_S.gguf create mode 100644 NeuralSoTa-7b-v0.1.Q4_K_M.gguf create mode 100644 NeuralSoTa-7b-v0.1.Q4_K_S.gguf create mode 100644 NeuralSoTa-7b-v0.1.Q5_K_M.gguf create mode 100644 NeuralSoTa-7b-v0.1.Q5_K_S.gguf create mode 100644 NeuralSoTa-7b-v0.1.Q6_K.gguf create mode 100644 NeuralSoTa-7b-v0.1.Q8_0.gguf create mode 100644 NeuralSoTa-7b-v0.1.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..fe28928 --- /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 +NeuralSoTa-7b-v0.1.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +NeuralSoTa-7b-v0.1.f16.gguf filter=lfs diff=lfs merge=lfs -text +NeuralSoTa-7b-v0.1.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +NeuralSoTa-7b-v0.1.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +NeuralSoTa-7b-v0.1.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +NeuralSoTa-7b-v0.1.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +NeuralSoTa-7b-v0.1.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +NeuralSoTa-7b-v0.1.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +NeuralSoTa-7b-v0.1.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +NeuralSoTa-7b-v0.1.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +NeuralSoTa-7b-v0.1.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +NeuralSoTa-7b-v0.1.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/NeuralSoTa-7b-v0.1.IQ4_XS.gguf b/NeuralSoTa-7b-v0.1.IQ4_XS.gguf new file mode 100644 index 0000000..c764bc1 --- /dev/null +++ b/NeuralSoTa-7b-v0.1.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c5c89ff96366bc04ac05cf13e89b6c28ebd95b35eb9df30a45accbfcc106a580 +size 3944390176 diff --git a/NeuralSoTa-7b-v0.1.Q2_K.gguf b/NeuralSoTa-7b-v0.1.Q2_K.gguf new file mode 100644 index 0000000..cc05b8c --- /dev/null +++ b/NeuralSoTa-7b-v0.1.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bcabc4aa71e154649574861ae88dec0acba6fb194bf94f72963bc713adedf20c +size 2719243808 diff --git a/NeuralSoTa-7b-v0.1.Q3_K_L.gguf b/NeuralSoTa-7b-v0.1.Q3_K_L.gguf new file mode 100644 index 0000000..ce229bb --- /dev/null +++ b/NeuralSoTa-7b-v0.1.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:53cebd905a9294435533c808c4ede09c5a53ff2a2ea5e35036584e4b600cf9d6 +size 3822026272 diff --git a/NeuralSoTa-7b-v0.1.Q3_K_M.gguf b/NeuralSoTa-7b-v0.1.Q3_K_M.gguf new file mode 100644 index 0000000..93f09a4 --- /dev/null +++ b/NeuralSoTa-7b-v0.1.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b75c874929682c4924a8bdd9c73e2236cd585995f4b933bb1a045c214465fa22 +size 3518987808 diff --git a/NeuralSoTa-7b-v0.1.Q3_K_S.gguf b/NeuralSoTa-7b-v0.1.Q3_K_S.gguf new file mode 100644 index 0000000..09af4f2 --- /dev/null +++ b/NeuralSoTa-7b-v0.1.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:96b49138e996271493cf7da942898092d3d00438980421a10592f46d65ee4768 +size 3164569120 diff --git a/NeuralSoTa-7b-v0.1.Q4_K_M.gguf b/NeuralSoTa-7b-v0.1.Q4_K_M.gguf new file mode 100644 index 0000000..7ce1275 --- /dev/null +++ b/NeuralSoTa-7b-v0.1.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04e2c226bdc449eabba62653a360d6c8eaa1bfb897367f031d6f17096f433f37 +size 4368440864 diff --git a/NeuralSoTa-7b-v0.1.Q4_K_S.gguf b/NeuralSoTa-7b-v0.1.Q4_K_S.gguf new file mode 100644 index 0000000..4d8d729 --- /dev/null +++ b/NeuralSoTa-7b-v0.1.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d5a286bf501eb4cda2abc1110e1c1e764dd4b01d70a4596eca40cdc33ccad156 +size 4140375584 diff --git a/NeuralSoTa-7b-v0.1.Q5_K_M.gguf b/NeuralSoTa-7b-v0.1.Q5_K_M.gguf new file mode 100644 index 0000000..628f7c4 --- /dev/null +++ b/NeuralSoTa-7b-v0.1.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b5b7e641418b78daf545c655355a01570430f872d8849652e9a90fb9d350e9ea +size 5131410976 diff --git a/NeuralSoTa-7b-v0.1.Q5_K_S.gguf b/NeuralSoTa-7b-v0.1.Q5_K_S.gguf new file mode 100644 index 0000000..94ab232 --- /dev/null +++ b/NeuralSoTa-7b-v0.1.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fe480baf1b8522d7d3a04f71e0d7330d050295ca95eaf7c9f09a70d3bebefe19 +size 4997717536 diff --git a/NeuralSoTa-7b-v0.1.Q6_K.gguf b/NeuralSoTa-7b-v0.1.Q6_K.gguf new file mode 100644 index 0000000..1e17962 --- /dev/null +++ b/NeuralSoTa-7b-v0.1.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:092f11d0cfb62a7437751268b05aa28bc53e69161dcd953bc9f7c849d044f8ea +size 5942066720 diff --git a/NeuralSoTa-7b-v0.1.Q8_0.gguf b/NeuralSoTa-7b-v0.1.Q8_0.gguf new file mode 100644 index 0000000..1c16c51 --- /dev/null +++ b/NeuralSoTa-7b-v0.1.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e8f1ae45320d0a5aecc72425747d8b19208397e29fa0afceba4874b22f3c827e +size 7695859232 diff --git a/NeuralSoTa-7b-v0.1.f16.gguf b/NeuralSoTa-7b-v0.1.f16.gguf new file mode 100644 index 0000000..cdbfbce --- /dev/null +++ b/NeuralSoTa-7b-v0.1.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5975195f8fda59fadb94158a7fbf607002c4911a3c417aa1cf0f1dac6b050843 +size 14484733472 diff --git a/README.md b/README.md new file mode 100644 index 0000000..d305f6f --- /dev/null +++ b/README.md @@ -0,0 +1,66 @@ +--- +base_model: Kukedlc/NeuralSoTa-7b-v0.1 +language: +- en +library_name: transformers +quantized_by: mradermacher +tags: +- mergekit +- merge +--- +## About + + + + + + +static quants of https://huggingface.co/Kukedlc/NeuralSoTa-7b-v0.1 + + +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/NeuralSoTa-7b-v0.1-GGUF/resolve/main/NeuralSoTa-7b-v0.1.Q2_K.gguf) | Q2_K | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/NeuralSoTa-7b-v0.1-GGUF/resolve/main/NeuralSoTa-7b-v0.1.Q3_K_S.gguf) | Q3_K_S | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/NeuralSoTa-7b-v0.1-GGUF/resolve/main/NeuralSoTa-7b-v0.1.Q3_K_M.gguf) | Q3_K_M | 3.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/NeuralSoTa-7b-v0.1-GGUF/resolve/main/NeuralSoTa-7b-v0.1.Q3_K_L.gguf) | Q3_K_L | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/NeuralSoTa-7b-v0.1-GGUF/resolve/main/NeuralSoTa-7b-v0.1.IQ4_XS.gguf) | IQ4_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/NeuralSoTa-7b-v0.1-GGUF/resolve/main/NeuralSoTa-7b-v0.1.Q4_K_S.gguf) | Q4_K_S | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/NeuralSoTa-7b-v0.1-GGUF/resolve/main/NeuralSoTa-7b-v0.1.Q4_K_M.gguf) | Q4_K_M | 4.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/NeuralSoTa-7b-v0.1-GGUF/resolve/main/NeuralSoTa-7b-v0.1.Q5_K_S.gguf) | Q5_K_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/NeuralSoTa-7b-v0.1-GGUF/resolve/main/NeuralSoTa-7b-v0.1.Q5_K_M.gguf) | Q5_K_M | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/NeuralSoTa-7b-v0.1-GGUF/resolve/main/NeuralSoTa-7b-v0.1.Q6_K.gguf) | Q6_K | 6.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/NeuralSoTa-7b-v0.1-GGUF/resolve/main/NeuralSoTa-7b-v0.1.Q8_0.gguf) | Q8_0 | 7.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/NeuralSoTa-7b-v0.1-GGUF/resolve/main/NeuralSoTa-7b-v0.1.f16.gguf) | f16 | 14.6 | 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. + +