From a0466c1d79a39ac034ae027cf70176817124b73f Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sat, 11 Apr 2026 00:04:55 +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/RevThink-Sejong-Gemma-it-v1-GGUF Source: Original Platform --- .gitattributes | 48 +++++++++++++++ README.md | 73 +++++++++++++++++++++++ RevThink-Sejong-Gemma-it-v1.IQ4_XS.gguf | 3 + RevThink-Sejong-Gemma-it-v1.Q2_K.gguf | 3 + RevThink-Sejong-Gemma-it-v1.Q3_K_L.gguf | 3 + RevThink-Sejong-Gemma-it-v1.Q3_K_M.gguf | 3 + RevThink-Sejong-Gemma-it-v1.Q3_K_S.gguf | 3 + RevThink-Sejong-Gemma-it-v1.Q4_0_4_4.gguf | 3 + RevThink-Sejong-Gemma-it-v1.Q4_K_M.gguf | 3 + RevThink-Sejong-Gemma-it-v1.Q4_K_S.gguf | 3 + RevThink-Sejong-Gemma-it-v1.Q5_K_M.gguf | 3 + RevThink-Sejong-Gemma-it-v1.Q5_K_S.gguf | 3 + RevThink-Sejong-Gemma-it-v1.Q6_K.gguf | 3 + RevThink-Sejong-Gemma-it-v1.Q8_0.gguf | 3 + RevThink-Sejong-Gemma-it-v1.f16.gguf | 3 + 15 files changed, 160 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 RevThink-Sejong-Gemma-it-v1.IQ4_XS.gguf create mode 100644 RevThink-Sejong-Gemma-it-v1.Q2_K.gguf create mode 100644 RevThink-Sejong-Gemma-it-v1.Q3_K_L.gguf create mode 100644 RevThink-Sejong-Gemma-it-v1.Q3_K_M.gguf create mode 100644 RevThink-Sejong-Gemma-it-v1.Q3_K_S.gguf create mode 100644 RevThink-Sejong-Gemma-it-v1.Q4_0_4_4.gguf create mode 100644 RevThink-Sejong-Gemma-it-v1.Q4_K_M.gguf create mode 100644 RevThink-Sejong-Gemma-it-v1.Q4_K_S.gguf create mode 100644 RevThink-Sejong-Gemma-it-v1.Q5_K_M.gguf create mode 100644 RevThink-Sejong-Gemma-it-v1.Q5_K_S.gguf create mode 100644 RevThink-Sejong-Gemma-it-v1.Q6_K.gguf create mode 100644 RevThink-Sejong-Gemma-it-v1.Q8_0.gguf create mode 100644 RevThink-Sejong-Gemma-it-v1.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..db900af --- /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 +*.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 +RevThink-Sejong-Gemma-it-v1.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +RevThink-Sejong-Gemma-it-v1.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +RevThink-Sejong-Gemma-it-v1.f16.gguf filter=lfs diff=lfs merge=lfs -text +RevThink-Sejong-Gemma-it-v1.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +RevThink-Sejong-Gemma-it-v1.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +RevThink-Sejong-Gemma-it-v1.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +RevThink-Sejong-Gemma-it-v1.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +RevThink-Sejong-Gemma-it-v1.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +RevThink-Sejong-Gemma-it-v1.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +RevThink-Sejong-Gemma-it-v1.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +RevThink-Sejong-Gemma-it-v1.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +RevThink-Sejong-Gemma-it-v1.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +RevThink-Sejong-Gemma-it-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..13df740 --- /dev/null +++ b/README.md @@ -0,0 +1,73 @@ +--- +base_model: SejongKRX/RevThink-Sejong-Gemma-it-v1 +datasets: +- gyung/RevThink-financial-mmlu-ko +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- gemma2 +- trl +--- +## About + + + + + + +static quants of https://huggingface.co/SejongKRX/RevThink-Sejong-Gemma-it-v1 + + +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/RevThink-Sejong-Gemma-it-v1-GGUF/resolve/main/RevThink-Sejong-Gemma-it-v1.Q2_K.gguf) | Q2_K | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/RevThink-Sejong-Gemma-it-v1-GGUF/resolve/main/RevThink-Sejong-Gemma-it-v1.Q3_K_S.gguf) | Q3_K_S | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/RevThink-Sejong-Gemma-it-v1-GGUF/resolve/main/RevThink-Sejong-Gemma-it-v1.Q3_K_M.gguf) | Q3_K_M | 4.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/RevThink-Sejong-Gemma-it-v1-GGUF/resolve/main/RevThink-Sejong-Gemma-it-v1.Q3_K_L.gguf) | Q3_K_L | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/RevThink-Sejong-Gemma-it-v1-GGUF/resolve/main/RevThink-Sejong-Gemma-it-v1.IQ4_XS.gguf) | IQ4_XS | 5.3 | | +| [GGUF](https://huggingface.co/mradermacher/RevThink-Sejong-Gemma-it-v1-GGUF/resolve/main/RevThink-Sejong-Gemma-it-v1.Q4_0_4_4.gguf) | Q4_0_4_4 | 5.5 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/RevThink-Sejong-Gemma-it-v1-GGUF/resolve/main/RevThink-Sejong-Gemma-it-v1.Q4_K_S.gguf) | Q4_K_S | 5.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/RevThink-Sejong-Gemma-it-v1-GGUF/resolve/main/RevThink-Sejong-Gemma-it-v1.Q4_K_M.gguf) | Q4_K_M | 5.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/RevThink-Sejong-Gemma-it-v1-GGUF/resolve/main/RevThink-Sejong-Gemma-it-v1.Q5_K_S.gguf) | Q5_K_S | 6.6 | | +| [GGUF](https://huggingface.co/mradermacher/RevThink-Sejong-Gemma-it-v1-GGUF/resolve/main/RevThink-Sejong-Gemma-it-v1.Q5_K_M.gguf) | Q5_K_M | 6.7 | | +| [GGUF](https://huggingface.co/mradermacher/RevThink-Sejong-Gemma-it-v1-GGUF/resolve/main/RevThink-Sejong-Gemma-it-v1.Q6_K.gguf) | Q6_K | 7.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/RevThink-Sejong-Gemma-it-v1-GGUF/resolve/main/RevThink-Sejong-Gemma-it-v1.Q8_0.gguf) | Q8_0 | 9.9 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/RevThink-Sejong-Gemma-it-v1-GGUF/resolve/main/RevThink-Sejong-Gemma-it-v1.f16.gguf) | f16 | 18.6 | 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/RevThink-Sejong-Gemma-it-v1.IQ4_XS.gguf b/RevThink-Sejong-Gemma-it-v1.IQ4_XS.gguf new file mode 100644 index 0000000..6274a1a --- /dev/null +++ b/RevThink-Sejong-Gemma-it-v1.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3324a881d9e69b3f83fa2445ca4df2025bd9de7682e7ece38e27c4a10a69a084 +size 5223172224 diff --git a/RevThink-Sejong-Gemma-it-v1.Q2_K.gguf b/RevThink-Sejong-Gemma-it-v1.Q2_K.gguf new file mode 100644 index 0000000..d2d5d43 --- /dev/null +++ b/RevThink-Sejong-Gemma-it-v1.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d3d0e66331068b9bfa04598aa44cc539a2205fa0b6a36e2e23b51c52935d0ef7 +size 3805399168 diff --git a/RevThink-Sejong-Gemma-it-v1.Q3_K_L.gguf b/RevThink-Sejong-Gemma-it-v1.Q3_K_L.gguf new file mode 100644 index 0000000..59d4394 --- /dev/null +++ b/RevThink-Sejong-Gemma-it-v1.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:412527e87a897bb3b9db147d86c9b3dd1bedef942bc0cdeeb4f069d0da54a774 +size 5132454016 diff --git a/RevThink-Sejong-Gemma-it-v1.Q3_K_M.gguf b/RevThink-Sejong-Gemma-it-v1.Q3_K_M.gguf new file mode 100644 index 0000000..af84d25 --- /dev/null +++ b/RevThink-Sejong-Gemma-it-v1.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1a3b452d99da0c0a215736d50f29bb5bd457bdb70496d7ca5ed1edc5c20b4ef1 +size 4761782400 diff --git a/RevThink-Sejong-Gemma-it-v1.Q3_K_S.gguf b/RevThink-Sejong-Gemma-it-v1.Q3_K_S.gguf new file mode 100644 index 0000000..16b3d63 --- /dev/null +++ b/RevThink-Sejong-Gemma-it-v1.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b7500ffe0bc43a5ae6e78d02b5caa74d64aa2c54ee54652b28ee389a30617b2 +size 4337666176 diff --git a/RevThink-Sejong-Gemma-it-v1.Q4_0_4_4.gguf b/RevThink-Sejong-Gemma-it-v1.Q4_0_4_4.gguf new file mode 100644 index 0000000..68f48fa --- /dev/null +++ b/RevThink-Sejong-Gemma-it-v1.Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ee37c46766ddc229f044a0e7322494baa45597c380bf9f009a163fc2203567c +size 5443143808 diff --git a/RevThink-Sejong-Gemma-it-v1.Q4_K_M.gguf b/RevThink-Sejong-Gemma-it-v1.Q4_K_M.gguf new file mode 100644 index 0000000..0063d5d --- /dev/null +++ b/RevThink-Sejong-Gemma-it-v1.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e74eff15d5392479f279b22089cede84896c0f9b6ff036b2e97b2a8acee99092 +size 5761058944 diff --git a/RevThink-Sejong-Gemma-it-v1.Q4_K_S.gguf b/RevThink-Sejong-Gemma-it-v1.Q4_K_S.gguf new file mode 100644 index 0000000..7b14238 --- /dev/null +++ b/RevThink-Sejong-Gemma-it-v1.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:33dfb8df46b2f54af73d6bc2da41cefbc1d408618d287da12dba9a3b2b515ff7 +size 5478926464 diff --git a/RevThink-Sejong-Gemma-it-v1.Q5_K_M.gguf b/RevThink-Sejong-Gemma-it-v1.Q5_K_M.gguf new file mode 100644 index 0000000..3a82b32 --- /dev/null +++ b/RevThink-Sejong-Gemma-it-v1.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:febd6a7cbe6321adab9be2a24f7e4f5fef599f3bde0262540389b1ac11d2c226 +size 6647367808 diff --git a/RevThink-Sejong-Gemma-it-v1.Q5_K_S.gguf b/RevThink-Sejong-Gemma-it-v1.Q5_K_S.gguf new file mode 100644 index 0000000..486f3f8 --- /dev/null +++ b/RevThink-Sejong-Gemma-it-v1.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:30d5b14a27281d1d368b37219e208bfea4be51ffdca381498c2211a2837c83ce +size 6483593344 diff --git a/RevThink-Sejong-Gemma-it-v1.Q6_K.gguf b/RevThink-Sejong-Gemma-it-v1.Q6_K.gguf new file mode 100644 index 0000000..9cfe2e2 --- /dev/null +++ b/RevThink-Sejong-Gemma-it-v1.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ac92a72c542c88dc2b4b610f02ca5eab7e218ec24f11ba9cabfaafbbef5bd461 +size 7589070976 diff --git a/RevThink-Sejong-Gemma-it-v1.Q8_0.gguf b/RevThink-Sejong-Gemma-it-v1.Q8_0.gguf new file mode 100644 index 0000000..2a65da7 --- /dev/null +++ b/RevThink-Sejong-Gemma-it-v1.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:751f7715f60d9ec3edde282738c3a47e8548b09cdf8e4850b310286ff93834b8 +size 9827149952 diff --git a/RevThink-Sejong-Gemma-it-v1.f16.gguf b/RevThink-Sejong-Gemma-it-v1.f16.gguf new file mode 100644 index 0000000..4e91343 --- /dev/null +++ b/RevThink-Sejong-Gemma-it-v1.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:025ea6271f479be9afa5917552a4533deb56cc36028f340ff1e57ef649b5a3ea +size 18490681472