From 25e7d7753fadd714e7465930ece923762e251837 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 10 Jul 2026 09:51:09 +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/Ramakrishna-7b-GGUF Source: Original Platform --- .gitattributes | 46 +++++++++++++++++++++++++ README.md | 69 ++++++++++++++++++++++++++++++++++++++ Ramakrishna-7b.IQ4_XS.gguf | 3 ++ Ramakrishna-7b.Q2_K.gguf | 3 ++ Ramakrishna-7b.Q3_K_L.gguf | 3 ++ Ramakrishna-7b.Q3_K_M.gguf | 3 ++ Ramakrishna-7b.Q3_K_S.gguf | 3 ++ Ramakrishna-7b.Q4_K_M.gguf | 3 ++ Ramakrishna-7b.Q4_K_S.gguf | 3 ++ Ramakrishna-7b.Q5_K_M.gguf | 3 ++ Ramakrishna-7b.Q5_K_S.gguf | 3 ++ Ramakrishna-7b.Q6_K.gguf | 3 ++ Ramakrishna-7b.Q8_0.gguf | 3 ++ Ramakrishna-7b.f16.gguf | 3 ++ 14 files changed, 151 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 Ramakrishna-7b.IQ4_XS.gguf create mode 100644 Ramakrishna-7b.Q2_K.gguf create mode 100644 Ramakrishna-7b.Q3_K_L.gguf create mode 100644 Ramakrishna-7b.Q3_K_M.gguf create mode 100644 Ramakrishna-7b.Q3_K_S.gguf create mode 100644 Ramakrishna-7b.Q4_K_M.gguf create mode 100644 Ramakrishna-7b.Q4_K_S.gguf create mode 100644 Ramakrishna-7b.Q5_K_M.gguf create mode 100644 Ramakrishna-7b.Q5_K_S.gguf create mode 100644 Ramakrishna-7b.Q6_K.gguf create mode 100644 Ramakrishna-7b.Q8_0.gguf create mode 100644 Ramakrishna-7b.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..9837daa --- /dev/null +++ b/.gitattributes @@ -0,0 +1,46 @@ +*.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 +Ramakrishna-7b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Ramakrishna-7b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Ramakrishna-7b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Ramakrishna-7b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Ramakrishna-7b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Ramakrishna-7b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Ramakrishna-7b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Ramakrishna-7b.f16.gguf filter=lfs diff=lfs merge=lfs -text +Ramakrishna-7b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Ramakrishna-7b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Ramakrishna-7b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..612ca8b --- /dev/null +++ b/README.md @@ -0,0 +1,69 @@ +--- +base_model: Kukedlc/Ramakrishna-7b +language: +- en +library_name: transformers +quantized_by: mradermacher +tags: +- merge +- mergekit +- lazymergekit +- MatthieuJ/Jason1903_SLERP +- AurelPx/Percival_01-7b-slerp +--- +## About + + + + + + +static quants of https://huggingface.co/Kukedlc/Ramakrishna-7b + + +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/Ramakrishna-7b-GGUF/resolve/main/Ramakrishna-7b.Q2_K.gguf) | Q2_K | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/Ramakrishna-7b-GGUF/resolve/main/Ramakrishna-7b.Q3_K_S.gguf) | Q3_K_S | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/Ramakrishna-7b-GGUF/resolve/main/Ramakrishna-7b.Q3_K_M.gguf) | Q3_K_M | 3.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Ramakrishna-7b-GGUF/resolve/main/Ramakrishna-7b.Q3_K_L.gguf) | Q3_K_L | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/Ramakrishna-7b-GGUF/resolve/main/Ramakrishna-7b.IQ4_XS.gguf) | IQ4_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/Ramakrishna-7b-GGUF/resolve/main/Ramakrishna-7b.Q4_K_S.gguf) | Q4_K_S | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Ramakrishna-7b-GGUF/resolve/main/Ramakrishna-7b.Q4_K_M.gguf) | Q4_K_M | 4.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Ramakrishna-7b-GGUF/resolve/main/Ramakrishna-7b.Q5_K_S.gguf) | Q5_K_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/Ramakrishna-7b-GGUF/resolve/main/Ramakrishna-7b.Q5_K_M.gguf) | Q5_K_M | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/Ramakrishna-7b-GGUF/resolve/main/Ramakrishna-7b.Q6_K.gguf) | Q6_K | 6.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Ramakrishna-7b-GGUF/resolve/main/Ramakrishna-7b.Q8_0.gguf) | Q8_0 | 7.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Ramakrishna-7b-GGUF/resolve/main/Ramakrishna-7b.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. 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/Ramakrishna-7b.IQ4_XS.gguf b/Ramakrishna-7b.IQ4_XS.gguf new file mode 100644 index 0000000..addf1af --- /dev/null +++ b/Ramakrishna-7b.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:684c8154aefe09b16cc3c12d0acfdd458311fa4e3ac12d997422f65a1db01982 +size 3944389760 diff --git a/Ramakrishna-7b.Q2_K.gguf b/Ramakrishna-7b.Q2_K.gguf new file mode 100644 index 0000000..771d5cb --- /dev/null +++ b/Ramakrishna-7b.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c82fc122ea6d9491046ad91f59012e2d044ba8068c0859db5647d14e31068a58 +size 2719243392 diff --git a/Ramakrishna-7b.Q3_K_L.gguf b/Ramakrishna-7b.Q3_K_L.gguf new file mode 100644 index 0000000..57968dd --- /dev/null +++ b/Ramakrishna-7b.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:477fdc0aeec613adf483896e366d661d7f94ea033be76501f49dfd57b750239a +size 3822025856 diff --git a/Ramakrishna-7b.Q3_K_M.gguf b/Ramakrishna-7b.Q3_K_M.gguf new file mode 100644 index 0000000..e232ff3 --- /dev/null +++ b/Ramakrishna-7b.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9de922de5185dd03a6641aae25c571372048631281118921b7869d1bebfc420f +size 3518987392 diff --git a/Ramakrishna-7b.Q3_K_S.gguf b/Ramakrishna-7b.Q3_K_S.gguf new file mode 100644 index 0000000..1cd7112 --- /dev/null +++ b/Ramakrishna-7b.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cdc110843ac09a205aaaa84bc55460fe971eed5a6ff804c268aaf02aa624f337 +size 3164568704 diff --git a/Ramakrishna-7b.Q4_K_M.gguf b/Ramakrishna-7b.Q4_K_M.gguf new file mode 100644 index 0000000..50b0e86 --- /dev/null +++ b/Ramakrishna-7b.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fb9a43171fbb8c33952d9f79350eafcc9e8039d3b69cbaeee4c0a64443868e1c +size 4368440448 diff --git a/Ramakrishna-7b.Q4_K_S.gguf b/Ramakrishna-7b.Q4_K_S.gguf new file mode 100644 index 0000000..59f5143 --- /dev/null +++ b/Ramakrishna-7b.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:28f1d7a4c9d3909382ca30f18ecb7559c5844e2d6f8c424cff99938d1c5e208d +size 4140375168 diff --git a/Ramakrishna-7b.Q5_K_M.gguf b/Ramakrishna-7b.Q5_K_M.gguf new file mode 100644 index 0000000..0625c6e --- /dev/null +++ b/Ramakrishna-7b.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:650542169b3d4505d150bd892d0e3f36b41e47c53451b1a849e795cb4dcf96b1 +size 5131410560 diff --git a/Ramakrishna-7b.Q5_K_S.gguf b/Ramakrishna-7b.Q5_K_S.gguf new file mode 100644 index 0000000..a655825 --- /dev/null +++ b/Ramakrishna-7b.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0cd4e4710a2b9a2a38b6d797ac31975d96a6ff814a58a8f87d9eee9446a80ecd +size 4997717120 diff --git a/Ramakrishna-7b.Q6_K.gguf b/Ramakrishna-7b.Q6_K.gguf new file mode 100644 index 0000000..6ab50ad --- /dev/null +++ b/Ramakrishna-7b.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:527f3b9bb708c79810d0db5cc4fc947526d115e7a7b30d030ce4a3886a38f157 +size 5942066304 diff --git a/Ramakrishna-7b.Q8_0.gguf b/Ramakrishna-7b.Q8_0.gguf new file mode 100644 index 0000000..3330ea1 --- /dev/null +++ b/Ramakrishna-7b.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:75d2f88697fc4de93029f8742a20a2f9b68d5b925dc96926fea839ce13996d04 +size 7695858816 diff --git a/Ramakrishna-7b.f16.gguf b/Ramakrishna-7b.f16.gguf new file mode 100644 index 0000000..54b49c4 --- /dev/null +++ b/Ramakrishna-7b.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:139e2612d41c8bcb078b3f9b7c85a857b3ed484301ef290765f7b5fd9cc07d91 +size 14484733056