From ff38ea4fc4d367f1a3a379b813e5261f32c20025 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Tue, 28 Apr 2026 15:42:35 +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/Eurus-7b-kto-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++++++++++++ Eurus-7b-kto.IQ4_XS.gguf | 3 ++ Eurus-7b-kto.Q2_K.gguf | 3 ++ Eurus-7b-kto.Q3_K_L.gguf | 3 ++ Eurus-7b-kto.Q3_K_M.gguf | 3 ++ Eurus-7b-kto.Q3_K_S.gguf | 3 ++ Eurus-7b-kto.Q4_K_M.gguf | 3 ++ Eurus-7b-kto.Q4_K_S.gguf | 3 ++ Eurus-7b-kto.Q5_K_M.gguf | 3 ++ Eurus-7b-kto.Q5_K_S.gguf | 3 ++ Eurus-7b-kto.Q6_K.gguf | 3 ++ Eurus-7b-kto.Q8_0.gguf | 3 ++ Eurus-7b-kto.f16.gguf | 3 ++ README.md | 71 ++++++++++++++++++++++++++++++++++++++++ 14 files changed, 154 insertions(+) create mode 100644 .gitattributes create mode 100644 Eurus-7b-kto.IQ4_XS.gguf create mode 100644 Eurus-7b-kto.Q2_K.gguf create mode 100644 Eurus-7b-kto.Q3_K_L.gguf create mode 100644 Eurus-7b-kto.Q3_K_M.gguf create mode 100644 Eurus-7b-kto.Q3_K_S.gguf create mode 100644 Eurus-7b-kto.Q4_K_M.gguf create mode 100644 Eurus-7b-kto.Q4_K_S.gguf create mode 100644 Eurus-7b-kto.Q5_K_M.gguf create mode 100644 Eurus-7b-kto.Q5_K_S.gguf create mode 100644 Eurus-7b-kto.Q6_K.gguf create mode 100644 Eurus-7b-kto.Q8_0.gguf create mode 100644 Eurus-7b-kto.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..33db830 --- /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 +Eurus-7b-kto.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Eurus-7b-kto.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Eurus-7b-kto.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Eurus-7b-kto.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Eurus-7b-kto.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Eurus-7b-kto.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Eurus-7b-kto.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Eurus-7b-kto.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Eurus-7b-kto.f16.gguf filter=lfs diff=lfs merge=lfs -text +Eurus-7b-kto.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Eurus-7b-kto.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Eurus-7b-kto.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Eurus-7b-kto.IQ4_XS.gguf b/Eurus-7b-kto.IQ4_XS.gguf new file mode 100644 index 0000000..9b04be3 --- /dev/null +++ b/Eurus-7b-kto.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5bc2f5dccfab37aa15e88bd233092fd48aebea2ad40dd48c32cd1024aa292c38 +size 3944390112 diff --git a/Eurus-7b-kto.Q2_K.gguf b/Eurus-7b-kto.Q2_K.gguf new file mode 100644 index 0000000..74bc62e --- /dev/null +++ b/Eurus-7b-kto.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:93ccb0b67f4d1bde1e5327cc61ee0bb091c904387e1bff5d21149f6fb64c0c3b +size 2719243744 diff --git a/Eurus-7b-kto.Q3_K_L.gguf b/Eurus-7b-kto.Q3_K_L.gguf new file mode 100644 index 0000000..47f05cc --- /dev/null +++ b/Eurus-7b-kto.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:921a9190c7206c938042040f6a337d0c42a07cf5902e6874fcfc1a8379cc6656 +size 3822026208 diff --git a/Eurus-7b-kto.Q3_K_M.gguf b/Eurus-7b-kto.Q3_K_M.gguf new file mode 100644 index 0000000..b4ed2a3 --- /dev/null +++ b/Eurus-7b-kto.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:df1e36984a8380c69ed22bc1f94f25cfc3153c902e65c6b920281282fbc923f7 +size 3518987744 diff --git a/Eurus-7b-kto.Q3_K_S.gguf b/Eurus-7b-kto.Q3_K_S.gguf new file mode 100644 index 0000000..20d2dbb --- /dev/null +++ b/Eurus-7b-kto.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ab78311af879815bac8bf46dd66b39a3e5dd0b5bcc09d285d4489b414b00a001 +size 3164569056 diff --git a/Eurus-7b-kto.Q4_K_M.gguf b/Eurus-7b-kto.Q4_K_M.gguf new file mode 100644 index 0000000..e7153f1 --- /dev/null +++ b/Eurus-7b-kto.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f4a0335c4ab30301d980b35d9b461a73fbcbf442de35c6b091e1f4f7acd667a7 +size 4368440800 diff --git a/Eurus-7b-kto.Q4_K_S.gguf b/Eurus-7b-kto.Q4_K_S.gguf new file mode 100644 index 0000000..957416d --- /dev/null +++ b/Eurus-7b-kto.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a9a9b6f1da69855eaa511dc7c027fe7e2bd794d65a29a2c56e7879297791de33 +size 4140375520 diff --git a/Eurus-7b-kto.Q5_K_M.gguf b/Eurus-7b-kto.Q5_K_M.gguf new file mode 100644 index 0000000..04329f4 --- /dev/null +++ b/Eurus-7b-kto.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:35bd66ffe4aa4cc0ae93c17126848d9e4bdf3e50184f1617cda045abdadde840 +size 5131410912 diff --git a/Eurus-7b-kto.Q5_K_S.gguf b/Eurus-7b-kto.Q5_K_S.gguf new file mode 100644 index 0000000..a6c9d30 --- /dev/null +++ b/Eurus-7b-kto.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fff81341312435990854f4aeeeff8961ba063f4230953422a9bb67403201b129 +size 4997717472 diff --git a/Eurus-7b-kto.Q6_K.gguf b/Eurus-7b-kto.Q6_K.gguf new file mode 100644 index 0000000..eb982ee --- /dev/null +++ b/Eurus-7b-kto.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3e0f2b84a79ac9331aae481a0ade0b77fa4b146b30bb8953d1c9daf45c250fd2 +size 5942066656 diff --git a/Eurus-7b-kto.Q8_0.gguf b/Eurus-7b-kto.Q8_0.gguf new file mode 100644 index 0000000..01f111e --- /dev/null +++ b/Eurus-7b-kto.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2aa7ba4cafe7f32c63d4209fa020f9ee83abe3b6947c6ade1c96b4836634c622 +size 7695859168 diff --git a/Eurus-7b-kto.f16.gguf b/Eurus-7b-kto.f16.gguf new file mode 100644 index 0000000..f6a6dad --- /dev/null +++ b/Eurus-7b-kto.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b3f3dea9ea3cb680bae008454df6947148415c2bf997e74ef4aba81ad959059f +size 14484733408 diff --git a/README.md b/README.md new file mode 100644 index 0000000..48dc28a --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: openbmb/Eurus-7b-kto +datasets: +- openbmb/UltraFeedback +- openbmb/UltraInteract_pair +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- reasoning +- preference_learning +- kto +--- +## About + + + + + + +static quants of https://huggingface.co/openbmb/Eurus-7b-kto + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Eurus-7b-kto-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/Eurus-7b-kto-GGUF/resolve/main/Eurus-7b-kto.Q2_K.gguf) | Q2_K | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/Eurus-7b-kto-GGUF/resolve/main/Eurus-7b-kto.Q3_K_S.gguf) | Q3_K_S | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/Eurus-7b-kto-GGUF/resolve/main/Eurus-7b-kto.Q3_K_M.gguf) | Q3_K_M | 3.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Eurus-7b-kto-GGUF/resolve/main/Eurus-7b-kto.Q3_K_L.gguf) | Q3_K_L | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/Eurus-7b-kto-GGUF/resolve/main/Eurus-7b-kto.IQ4_XS.gguf) | IQ4_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/Eurus-7b-kto-GGUF/resolve/main/Eurus-7b-kto.Q4_K_S.gguf) | Q4_K_S | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Eurus-7b-kto-GGUF/resolve/main/Eurus-7b-kto.Q4_K_M.gguf) | Q4_K_M | 4.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Eurus-7b-kto-GGUF/resolve/main/Eurus-7b-kto.Q5_K_S.gguf) | Q5_K_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/Eurus-7b-kto-GGUF/resolve/main/Eurus-7b-kto.Q5_K_M.gguf) | Q5_K_M | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/Eurus-7b-kto-GGUF/resolve/main/Eurus-7b-kto.Q6_K.gguf) | Q6_K | 6.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Eurus-7b-kto-GGUF/resolve/main/Eurus-7b-kto.Q8_0.gguf) | Q8_0 | 7.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Eurus-7b-kto-GGUF/resolve/main/Eurus-7b-kto.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. + +