From 7bad4968aa8cea0ca0c16bce407c6f8e9d1ed0da Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 16 Aug 2026 10:49:17 +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/Sakura-SOLRCA-Math-Instruct-DPO-v1-GGUF Source: Original Platform --- .gitattributes | 48 +++++++++++++ README.md | 69 +++++++++++++++++++ ...ra-SOLRCA-Math-Instruct-DPO-v1.IQ4_XS.gguf | 3 + Sakura-SOLRCA-Math-Instruct-DPO-v1.Q2_K.gguf | 3 + ...ra-SOLRCA-Math-Instruct-DPO-v1.Q3_K_L.gguf | 3 + ...ra-SOLRCA-Math-Instruct-DPO-v1.Q3_K_M.gguf | 3 + ...ra-SOLRCA-Math-Instruct-DPO-v1.Q3_K_S.gguf | 3 + ...-SOLRCA-Math-Instruct-DPO-v1.Q4_0_4_4.gguf | 3 + ...ra-SOLRCA-Math-Instruct-DPO-v1.Q4_K_M.gguf | 3 + ...ra-SOLRCA-Math-Instruct-DPO-v1.Q4_K_S.gguf | 3 + ...ra-SOLRCA-Math-Instruct-DPO-v1.Q5_K_M.gguf | 3 + ...ra-SOLRCA-Math-Instruct-DPO-v1.Q5_K_S.gguf | 3 + Sakura-SOLRCA-Math-Instruct-DPO-v1.Q6_K.gguf | 3 + Sakura-SOLRCA-Math-Instruct-DPO-v1.Q8_0.gguf | 3 + Sakura-SOLRCA-Math-Instruct-DPO-v1.f16.gguf | 3 + 15 files changed, 156 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 Sakura-SOLRCA-Math-Instruct-DPO-v1.IQ4_XS.gguf create mode 100644 Sakura-SOLRCA-Math-Instruct-DPO-v1.Q2_K.gguf create mode 100644 Sakura-SOLRCA-Math-Instruct-DPO-v1.Q3_K_L.gguf create mode 100644 Sakura-SOLRCA-Math-Instruct-DPO-v1.Q3_K_M.gguf create mode 100644 Sakura-SOLRCA-Math-Instruct-DPO-v1.Q3_K_S.gguf create mode 100644 Sakura-SOLRCA-Math-Instruct-DPO-v1.Q4_0_4_4.gguf create mode 100644 Sakura-SOLRCA-Math-Instruct-DPO-v1.Q4_K_M.gguf create mode 100644 Sakura-SOLRCA-Math-Instruct-DPO-v1.Q4_K_S.gguf create mode 100644 Sakura-SOLRCA-Math-Instruct-DPO-v1.Q5_K_M.gguf create mode 100644 Sakura-SOLRCA-Math-Instruct-DPO-v1.Q5_K_S.gguf create mode 100644 Sakura-SOLRCA-Math-Instruct-DPO-v1.Q6_K.gguf create mode 100644 Sakura-SOLRCA-Math-Instruct-DPO-v1.Q8_0.gguf create mode 100644 Sakura-SOLRCA-Math-Instruct-DPO-v1.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..e8abc44 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,48 @@ +*.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 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diff=lfs merge=lfs -text +Sakura-SOLRCA-Math-Instruct-DPO-v1.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Sakura-SOLRCA-Math-Instruct-DPO-v1.f16.gguf filter=lfs diff=lfs merge=lfs -text +Sakura-SOLRCA-Math-Instruct-DPO-v1.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Sakura-SOLRCA-Math-Instruct-DPO-v1.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Sakura-SOLRCA-Math-Instruct-DPO-v1.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Sakura-SOLRCA-Math-Instruct-DPO-v1.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Sakura-SOLRCA-Math-Instruct-DPO-v1.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Sakura-SOLRCA-Math-Instruct-DPO-v1.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Sakura-SOLRCA-Math-Instruct-DPO-v1.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Sakura-SOLRCA-Math-Instruct-DPO-v1.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Sakura-SOLRCA-Math-Instruct-DPO-v1.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Sakura-SOLRCA-Math-Instruct-DPO-v1.Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..e8a6c5f --- /dev/null +++ b/README.md @@ -0,0 +1,69 @@ +--- +base_model: kyujinpy/Sakura-SOLRCA-Math-Instruct-DPO-v1 +datasets: +- Intel/orca_dpo_pairs +- argilla/distilabel-math-preference-dpo +- kyujinpy/orca_math_dpo +language: +- en +library_name: transformers +license: cc-by-nc-sa-4.0 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/kyujinpy/Sakura-SOLRCA-Math-Instruct-DPO-v1 + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Sakura-SOLRCA-Math-Instruct-DPO-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/Sakura-SOLRCA-Math-Instruct-DPO-v1-GGUF/resolve/main/Sakura-SOLRCA-Math-Instruct-DPO-v1.Q2_K.gguf) | Q2_K | 4.1 | | +| [GGUF](https://huggingface.co/mradermacher/Sakura-SOLRCA-Math-Instruct-DPO-v1-GGUF/resolve/main/Sakura-SOLRCA-Math-Instruct-DPO-v1.Q3_K_S.gguf) | Q3_K_S | 4.8 | | +| [GGUF](https://huggingface.co/mradermacher/Sakura-SOLRCA-Math-Instruct-DPO-v1-GGUF/resolve/main/Sakura-SOLRCA-Math-Instruct-DPO-v1.Q3_K_M.gguf) | Q3_K_M | 5.3 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Sakura-SOLRCA-Math-Instruct-DPO-v1-GGUF/resolve/main/Sakura-SOLRCA-Math-Instruct-DPO-v1.Q3_K_L.gguf) | Q3_K_L | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/Sakura-SOLRCA-Math-Instruct-DPO-v1-GGUF/resolve/main/Sakura-SOLRCA-Math-Instruct-DPO-v1.IQ4_XS.gguf) | IQ4_XS | 5.9 | | +| [GGUF](https://huggingface.co/mradermacher/Sakura-SOLRCA-Math-Instruct-DPO-v1-GGUF/resolve/main/Sakura-SOLRCA-Math-Instruct-DPO-v1.Q4_0_4_4.gguf) | Q4_0_4_4 | 6.2 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/Sakura-SOLRCA-Math-Instruct-DPO-v1-GGUF/resolve/main/Sakura-SOLRCA-Math-Instruct-DPO-v1.Q4_K_S.gguf) | Q4_K_S | 6.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Sakura-SOLRCA-Math-Instruct-DPO-v1-GGUF/resolve/main/Sakura-SOLRCA-Math-Instruct-DPO-v1.Q4_K_M.gguf) | Q4_K_M | 6.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Sakura-SOLRCA-Math-Instruct-DPO-v1-GGUF/resolve/main/Sakura-SOLRCA-Math-Instruct-DPO-v1.Q5_K_S.gguf) | Q5_K_S | 7.5 | | +| [GGUF](https://huggingface.co/mradermacher/Sakura-SOLRCA-Math-Instruct-DPO-v1-GGUF/resolve/main/Sakura-SOLRCA-Math-Instruct-DPO-v1.Q5_K_M.gguf) | Q5_K_M | 7.7 | | +| [GGUF](https://huggingface.co/mradermacher/Sakura-SOLRCA-Math-Instruct-DPO-v1-GGUF/resolve/main/Sakura-SOLRCA-Math-Instruct-DPO-v1.Q6_K.gguf) | Q6_K | 8.9 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Sakura-SOLRCA-Math-Instruct-DPO-v1-GGUF/resolve/main/Sakura-SOLRCA-Math-Instruct-DPO-v1.Q8_0.gguf) | Q8_0 | 11.5 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Sakura-SOLRCA-Math-Instruct-DPO-v1-GGUF/resolve/main/Sakura-SOLRCA-Math-Instruct-DPO-v1.f16.gguf) | f16 | 21.6 | 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. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to. + + diff --git a/Sakura-SOLRCA-Math-Instruct-DPO-v1.IQ4_XS.gguf b/Sakura-SOLRCA-Math-Instruct-DPO-v1.IQ4_XS.gguf new file mode 100644 index 0000000..9620df5 --- /dev/null +++ b/Sakura-SOLRCA-Math-Instruct-DPO-v1.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f980d57852fdab6a57c043be9306d0a6ad8b81f9fa4862af143b9793d79ac95f +size 5827641472 diff --git a/Sakura-SOLRCA-Math-Instruct-DPO-v1.Q2_K.gguf b/Sakura-SOLRCA-Math-Instruct-DPO-v1.Q2_K.gguf new file mode 100644 index 0000000..5d37941 --- /dev/null +++ b/Sakura-SOLRCA-Math-Instruct-DPO-v1.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b524a086022a6e4b20bb294462791cec9fdd71944d9693cc950fe65d1429b3d8 +size 4003233920 diff --git 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