From ab2d98d752474a82dbf67037a2af767147a7587c Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 2 Aug 2026 05:47:16 +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/ReflectionV-7B-RL-GGUF Source: Original Platform --- .gitattributes | 49 ++++++++++++++++++++ README.md | 74 ++++++++++++++++++++++++++++++ ReflectionV-7B-RL.IQ4_XS.gguf | 3 ++ ReflectionV-7B-RL.Q2_K.gguf | 3 ++ ReflectionV-7B-RL.Q3_K_L.gguf | 3 ++ ReflectionV-7B-RL.Q3_K_M.gguf | 3 ++ ReflectionV-7B-RL.Q3_K_S.gguf | 3 ++ ReflectionV-7B-RL.Q4_K_M.gguf | 3 ++ ReflectionV-7B-RL.Q4_K_S.gguf | 3 ++ ReflectionV-7B-RL.Q5_K_M.gguf | 3 ++ ReflectionV-7B-RL.Q5_K_S.gguf | 3 ++ ReflectionV-7B-RL.Q6_K.gguf | 3 ++ ReflectionV-7B-RL.Q8_0.gguf | 3 ++ ReflectionV-7B-RL.f16.gguf | 3 ++ ReflectionV-7B-RL.mmproj-Q8_0.gguf | 3 ++ ReflectionV-7B-RL.mmproj-f16.gguf | 3 ++ 16 files changed, 165 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 ReflectionV-7B-RL.IQ4_XS.gguf create mode 100644 ReflectionV-7B-RL.Q2_K.gguf create mode 100644 ReflectionV-7B-RL.Q3_K_L.gguf create mode 100644 ReflectionV-7B-RL.Q3_K_M.gguf create mode 100644 ReflectionV-7B-RL.Q3_K_S.gguf create mode 100644 ReflectionV-7B-RL.Q4_K_M.gguf create mode 100644 ReflectionV-7B-RL.Q4_K_S.gguf create mode 100644 ReflectionV-7B-RL.Q5_K_M.gguf create mode 100644 ReflectionV-7B-RL.Q5_K_S.gguf create mode 100644 ReflectionV-7B-RL.Q6_K.gguf create mode 100644 ReflectionV-7B-RL.Q8_0.gguf create mode 100644 ReflectionV-7B-RL.f16.gguf create mode 100644 ReflectionV-7B-RL.mmproj-Q8_0.gguf create mode 100644 ReflectionV-7B-RL.mmproj-f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..1076cfc --- /dev/null +++ b/.gitattributes @@ -0,0 +1,49 @@ +*.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 +ReflectionV-7B-RL.mmproj-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionV-7B-RL.mmproj-f16.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionV-7B-RL.f16.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionV-7B-RL.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionV-7B-RL.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionV-7B-RL.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionV-7B-RL.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionV-7B-RL.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionV-7B-RL.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionV-7B-RL.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionV-7B-RL.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionV-7B-RL.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionV-7B-RL.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionV-7B-RL.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..6aa5490 --- /dev/null +++ b/README.md @@ -0,0 +1,74 @@ +--- +base_model: jian0418/ReflectionV-7B-RL +language: +- en +library_name: transformers +license: mit +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/jian0418/ReflectionV-7B-RL + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#ReflectionV-7B-RL-GGUF).*** + +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/ReflectionV-7B-RL-GGUF/resolve/main/ReflectionV-7B-RL.mmproj-Q8_0.gguf) | mmproj-Q8_0 | 1.0 | multi-modal supplement | +| [GGUF](https://huggingface.co/mradermacher/ReflectionV-7B-RL-GGUF/resolve/main/ReflectionV-7B-RL.mmproj-f16.gguf) | mmproj-f16 | 1.5 | multi-modal supplement | +| [GGUF](https://huggingface.co/mradermacher/ReflectionV-7B-RL-GGUF/resolve/main/ReflectionV-7B-RL.Q2_K.gguf) | Q2_K | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/ReflectionV-7B-RL-GGUF/resolve/main/ReflectionV-7B-RL.Q3_K_S.gguf) | Q3_K_S | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/ReflectionV-7B-RL-GGUF/resolve/main/ReflectionV-7B-RL.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/ReflectionV-7B-RL-GGUF/resolve/main/ReflectionV-7B-RL.Q3_K_L.gguf) | Q3_K_L | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/ReflectionV-7B-RL-GGUF/resolve/main/ReflectionV-7B-RL.IQ4_XS.gguf) | IQ4_XS | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/ReflectionV-7B-RL-GGUF/resolve/main/ReflectionV-7B-RL.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/ReflectionV-7B-RL-GGUF/resolve/main/ReflectionV-7B-RL.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/ReflectionV-7B-RL-GGUF/resolve/main/ReflectionV-7B-RL.Q5_K_S.gguf) | Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/ReflectionV-7B-RL-GGUF/resolve/main/ReflectionV-7B-RL.Q5_K_M.gguf) | Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/ReflectionV-7B-RL-GGUF/resolve/main/ReflectionV-7B-RL.Q6_K.gguf) | Q6_K | 6.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/ReflectionV-7B-RL-GGUF/resolve/main/ReflectionV-7B-RL.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/ReflectionV-7B-RL-GGUF/resolve/main/ReflectionV-7B-RL.f16.gguf) | f16 | 15.3 | 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/ReflectionV-7B-RL.IQ4_XS.gguf b/ReflectionV-7B-RL.IQ4_XS.gguf new file mode 100644 index 0000000..9cebc64 --- /dev/null +++ b/ReflectionV-7B-RL.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:42401240cadad084873f118b389d3dda845188c19a2388a465610346851d2bee +size 4250297312 diff --git a/ReflectionV-7B-RL.Q2_K.gguf b/ReflectionV-7B-RL.Q2_K.gguf new file mode 100644 index 0000000..ccdd5a5 --- /dev/null +++ b/ReflectionV-7B-RL.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6d76ade8727408382ecb391507ff689d855b191addeb20b1feb186a6c91bcbc7 +size 3015939040 diff --git a/ReflectionV-7B-RL.Q3_K_L.gguf b/ReflectionV-7B-RL.Q3_K_L.gguf new file mode 100644 index 0000000..65d001a --- /dev/null +++ b/ReflectionV-7B-RL.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:47a7a62510babd9338a0db795030c8af9350ed2fcd0b7644d7395be6920ef015 +size 4088458208 diff --git a/ReflectionV-7B-RL.Q3_K_M.gguf b/ReflectionV-7B-RL.Q3_K_M.gguf new file mode 100644 index 0000000..485421c --- /dev/null +++ b/ReflectionV-7B-RL.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4d7238c4db2b6b76e39a402556afaddb3b29a9dcd84ced46ff0087af199c8149 +size 3808390112 diff --git a/ReflectionV-7B-RL.Q3_K_S.gguf b/ReflectionV-7B-RL.Q3_K_S.gguf new file mode 100644 index 0000000..18e8224 --- /dev/null +++ b/ReflectionV-7B-RL.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d3e3ac7b4e89234dfbcd0c1c4655c59d4626b4dbf930de533d68626e220e902 +size 3492367328 diff --git a/ReflectionV-7B-RL.Q4_K_M.gguf b/ReflectionV-7B-RL.Q4_K_M.gguf new file mode 100644 index 0000000..2c16e9d --- /dev/null +++ b/ReflectionV-7B-RL.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6911ca77922a558f4292e4b367b955722f8eceb4a595473b48dc5c2f109887d0 +size 4683072480 diff --git a/ReflectionV-7B-RL.Q4_K_S.gguf b/ReflectionV-7B-RL.Q4_K_S.gguf new file mode 100644 index 0000000..01ba76e --- /dev/null +++ b/ReflectionV-7B-RL.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b005d394688b851b411fca8d6f118241516f50498508cd911556ad66c5ec480e +size 4457767904 diff --git a/ReflectionV-7B-RL.Q5_K_M.gguf b/ReflectionV-7B-RL.Q5_K_M.gguf new file mode 100644 index 0000000..1bd8d17 --- /dev/null +++ b/ReflectionV-7B-RL.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:144414660f9729f9499e03ba8d7f9d384726ad712cfb4951727b91db2ea88ed2 +size 5444830176 diff --git a/ReflectionV-7B-RL.Q5_K_S.gguf b/ReflectionV-7B-RL.Q5_K_S.gguf new file mode 100644 index 0000000..2944457 --- /dev/null +++ b/ReflectionV-7B-RL.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f778c6958b44f66360c36d6751199ea77afed99579af29cef31a2bb393c4c010 +size 5315175392 diff --git a/ReflectionV-7B-RL.Q6_K.gguf b/ReflectionV-7B-RL.Q6_K.gguf new file mode 100644 index 0000000..ccaf8f3 --- /dev/null +++ b/ReflectionV-7B-RL.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ece6371e96c114a4ec4171446819ec5d51d6a21f8702c19473a278753ee2d33b +size 6254197728 diff --git a/ReflectionV-7B-RL.Q8_0.gguf b/ReflectionV-7B-RL.Q8_0.gguf new file mode 100644 index 0000000..ffaf42e --- /dev/null +++ b/ReflectionV-7B-RL.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8dcc4c6d9056c70ac4fc2008b2137d3ea77c5dbead972817e544a980ec545696 +size 8098524128 diff --git a/ReflectionV-7B-RL.f16.gguf b/ReflectionV-7B-RL.f16.gguf new file mode 100644 index 0000000..8746530 --- /dev/null +++ b/ReflectionV-7B-RL.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4175ab0fbaae1e02a45d5f95e8e68f7281b234f3285c43ebd782a0e428882243 +size 15237852128 diff --git a/ReflectionV-7B-RL.mmproj-Q8_0.gguf b/ReflectionV-7B-RL.mmproj-Q8_0.gguf new file mode 100644 index 0000000..bcf342b --- /dev/null +++ b/ReflectionV-7B-RL.mmproj-Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fcd3217edede77559c430489acd40945934c7e2ccf61f7fc6157f609b4146a5d +size 856130272 diff --git a/ReflectionV-7B-RL.mmproj-f16.gguf b/ReflectionV-7B-RL.mmproj-f16.gguf new file mode 100644 index 0000000..79d0f55 --- /dev/null +++ b/ReflectionV-7B-RL.mmproj-f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:694873137db9703f793e341e300b39f233b42e9ba17f0b3c325f04ed0018c7e9 +size 1354162912