From 6cb1da150b08d98f4c7bad68f8cb4fde03b7ff4f Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Tue, 8 Sep 2026 20:49:18 +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/Sparky-4B-V1-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++++++ README.md | 81 ++++++++++++++++++++++++++++++++++++++++ Sparky-4B-V1.IQ4_XS.gguf | 3 ++ Sparky-4B-V1.Q2_K.gguf | 3 ++ Sparky-4B-V1.Q3_K_L.gguf | 3 ++ Sparky-4B-V1.Q3_K_M.gguf | 3 ++ Sparky-4B-V1.Q3_K_S.gguf | 3 ++ Sparky-4B-V1.Q4_K_M.gguf | 3 ++ Sparky-4B-V1.Q4_K_S.gguf | 3 ++ Sparky-4B-V1.Q5_K_M.gguf | 3 ++ Sparky-4B-V1.Q5_K_S.gguf | 3 ++ Sparky-4B-V1.Q6_K.gguf | 3 ++ Sparky-4B-V1.Q8_0.gguf | 3 ++ Sparky-4B-V1.f16.gguf | 3 ++ 14 files changed, 164 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 Sparky-4B-V1.IQ4_XS.gguf create mode 100644 Sparky-4B-V1.Q2_K.gguf create mode 100644 Sparky-4B-V1.Q3_K_L.gguf create mode 100644 Sparky-4B-V1.Q3_K_M.gguf create mode 100644 Sparky-4B-V1.Q3_K_S.gguf create mode 100644 Sparky-4B-V1.Q4_K_M.gguf create mode 100644 Sparky-4B-V1.Q4_K_S.gguf create mode 100644 Sparky-4B-V1.Q5_K_M.gguf create mode 100644 Sparky-4B-V1.Q5_K_S.gguf create mode 100644 Sparky-4B-V1.Q6_K.gguf create mode 100644 Sparky-4B-V1.Q8_0.gguf create mode 100644 Sparky-4B-V1.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..c1b9bf4 --- /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 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diff --git a/README.md b/README.md new file mode 100644 index 0000000..e8de3ce --- /dev/null +++ b/README.md @@ -0,0 +1,81 @@ +--- +base_model: Noid3a-Labs/Sparky-4B-V1 +language: +- en +library_name: transformers +license: other +license_link: https://huggingface.co/Qwen/Qwen2.5-3B/blob/main/LICENSE#L10 +license_name: qwen-research +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- code +- math +- reasoning +- qwen +- chatml +- gguf +--- +## About + + + + + + + + + +static quants of https://huggingface.co/Noid3a-Labs/Sparky-4B-V1 + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Sparky-4B-V1-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Sparky-4B-V1-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/Sparky-4B-V1-GGUF/resolve/main/Sparky-4B-V1.Q2_K.gguf) | Q2_K | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/Sparky-4B-V1-GGUF/resolve/main/Sparky-4B-V1.Q3_K_S.gguf) | Q3_K_S | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/Sparky-4B-V1-GGUF/resolve/main/Sparky-4B-V1.Q3_K_M.gguf) | Q3_K_M | 1.7 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Sparky-4B-V1-GGUF/resolve/main/Sparky-4B-V1.Q3_K_L.gguf) | Q3_K_L | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/Sparky-4B-V1-GGUF/resolve/main/Sparky-4B-V1.IQ4_XS.gguf) | IQ4_XS | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/Sparky-4B-V1-GGUF/resolve/main/Sparky-4B-V1.Q4_K_S.gguf) | Q4_K_S | 1.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Sparky-4B-V1-GGUF/resolve/main/Sparky-4B-V1.Q4_K_M.gguf) | Q4_K_M | 2.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Sparky-4B-V1-GGUF/resolve/main/Sparky-4B-V1.Q5_K_S.gguf) | Q5_K_S | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/Sparky-4B-V1-GGUF/resolve/main/Sparky-4B-V1.Q5_K_M.gguf) | Q5_K_M | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/Sparky-4B-V1-GGUF/resolve/main/Sparky-4B-V1.Q6_K.gguf) | Q6_K | 2.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Sparky-4B-V1-GGUF/resolve/main/Sparky-4B-V1.Q8_0.gguf) | Q8_0 | 3.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Sparky-4B-V1-GGUF/resolve/main/Sparky-4B-V1.f16.gguf) | f16 | 6.3 | 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/Sparky-4B-V1.IQ4_XS.gguf b/Sparky-4B-V1.IQ4_XS.gguf new file mode 100644 index 0000000..49c47b2 --- /dev/null +++ b/Sparky-4B-V1.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:212c205e4096b846905f398081899fc9c461d1a9c7235dbead97adea8df8848a +size 1753185728 diff --git a/Sparky-4B-V1.Q2_K.gguf b/Sparky-4B-V1.Q2_K.gguf new file mode 100644 index 0000000..f2881b5 --- /dev/null +++ b/Sparky-4B-V1.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f40f02da7562d539da95ba90a675fbc35cb0d2dd53deaf8df109bdbc862b9879 +size 1274756544 diff --git a/Sparky-4B-V1.Q3_K_L.gguf 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