From 8bcd254aa1320f867b0c58a48d23a5051a46a345 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 8 Jul 2026 01:43:09 +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/Binary-Think-RM-8B-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++++ Binary-Think-RM-8B.IQ4_XS.gguf | 3 ++ Binary-Think-RM-8B.Q2_K.gguf | 3 ++ Binary-Think-RM-8B.Q3_K_L.gguf | 3 ++ Binary-Think-RM-8B.Q3_K_M.gguf | 3 ++ Binary-Think-RM-8B.Q3_K_S.gguf | 3 ++ Binary-Think-RM-8B.Q4_K_M.gguf | 3 ++ Binary-Think-RM-8B.Q4_K_S.gguf | 3 ++ Binary-Think-RM-8B.Q5_K_M.gguf | 3 ++ Binary-Think-RM-8B.Q5_K_S.gguf | 3 ++ Binary-Think-RM-8B.Q6_K.gguf | 3 ++ Binary-Think-RM-8B.Q8_0.gguf | 3 ++ Binary-Think-RM-8B.f16.gguf | 3 ++ README.md | 77 ++++++++++++++++++++++++++++++++++ 14 files changed, 160 insertions(+) create mode 100644 .gitattributes create mode 100644 Binary-Think-RM-8B.IQ4_XS.gguf create mode 100644 Binary-Think-RM-8B.Q2_K.gguf create mode 100644 Binary-Think-RM-8B.Q3_K_L.gguf create mode 100644 Binary-Think-RM-8B.Q3_K_M.gguf create mode 100644 Binary-Think-RM-8B.Q3_K_S.gguf create mode 100644 Binary-Think-RM-8B.Q4_K_M.gguf create mode 100644 Binary-Think-RM-8B.Q4_K_S.gguf create mode 100644 Binary-Think-RM-8B.Q5_K_M.gguf create mode 100644 Binary-Think-RM-8B.Q5_K_S.gguf create mode 100644 Binary-Think-RM-8B.Q6_K.gguf create mode 100644 Binary-Think-RM-8B.Q8_0.gguf create mode 100644 Binary-Think-RM-8B.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..412f801 --- /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 +Binary-Think-RM-8B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Binary-Think-RM-8B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Binary-Think-RM-8B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Binary-Think-RM-8B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Binary-Think-RM-8B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Binary-Think-RM-8B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Binary-Think-RM-8B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Binary-Think-RM-8B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Binary-Think-RM-8B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Binary-Think-RM-8B.f16.gguf filter=lfs diff=lfs merge=lfs -text +Binary-Think-RM-8B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Binary-Think-RM-8B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Binary-Think-RM-8B.IQ4_XS.gguf b/Binary-Think-RM-8B.IQ4_XS.gguf new file mode 100644 index 0000000..d105968 --- /dev/null +++ b/Binary-Think-RM-8B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:946d866afd79b907c08414fd7af1b9a3187e00998da822f7219dac2a7298afb7 +size 4484363808 diff --git a/Binary-Think-RM-8B.Q2_K.gguf b/Binary-Think-RM-8B.Q2_K.gguf new file mode 100644 index 0000000..b7236b6 --- /dev/null +++ b/Binary-Think-RM-8B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4cd473b60c24df1552e89b1e95825cb14d1f9f2ba3dadfc649f9894ebc04c2a5 +size 3179132448 diff --git a/Binary-Think-RM-8B.Q3_K_L.gguf b/Binary-Think-RM-8B.Q3_K_L.gguf new file mode 100644 index 0000000..06d606d --- /dev/null +++ b/Binary-Think-RM-8B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dbf9542b7ef070ee887b79e2dbaf2f966e969c368450372a15b4a8c2237ca91c +size 4321957408 diff --git a/Binary-Think-RM-8B.Q3_K_M.gguf b/Binary-Think-RM-8B.Q3_K_M.gguf new file mode 100644 index 0000000..e9e9ed2 --- /dev/null +++ b/Binary-Think-RM-8B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b4dc80d0d4964d7946dea263e9aad01679acfad5ccb117ee8e00633b1b3b8a2 +size 4018918944 diff --git a/Binary-Think-RM-8B.Q3_K_S.gguf b/Binary-Think-RM-8B.Q3_K_S.gguf new file mode 100644 index 0000000..b1ffc6e --- /dev/null +++ b/Binary-Think-RM-8B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:16d76deaf9a6f5f2a3bfc5cb28519a6681204c144523b15b38ef9bda0200d0a7 +size 3664500256 diff --git a/Binary-Think-RM-8B.Q4_K_M.gguf b/Binary-Think-RM-8B.Q4_K_M.gguf new file mode 100644 index 0000000..a9fbdfd --- /dev/null +++ b/Binary-Think-RM-8B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b7f447fa570f44da6451852511b62b654d5aded2a304ac41d5b323859eb22761 +size 4920735264 diff --git a/Binary-Think-RM-8B.Q4_K_S.gguf b/Binary-Think-RM-8B.Q4_K_S.gguf new file mode 100644 index 0000000..a64b667 --- /dev/null +++ b/Binary-Think-RM-8B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:64136c3de0ccf81ed35936e70487694005b527fc8680a32092ae564143a39eaf +size 4692669984 diff --git a/Binary-Think-RM-8B.Q5_K_M.gguf b/Binary-Think-RM-8B.Q5_K_M.gguf new file mode 100644 index 0000000..ca620f0 --- /dev/null +++ b/Binary-Think-RM-8B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:faa96008e2a6e6cdb75f2320fc2f1364583226639fdd71c159e35d19179aaf4d +size 5732988448 diff --git a/Binary-Think-RM-8B.Q5_K_S.gguf b/Binary-Think-RM-8B.Q5_K_S.gguf new file mode 100644 index 0000000..77d75a2 --- /dev/null +++ b/Binary-Think-RM-8B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6ae13824100bfa3b7223a2e350196c2da353118f8fb73b8eaa129cdb082279f9 +size 5599295008 diff --git a/Binary-Think-RM-8B.Q6_K.gguf b/Binary-Think-RM-8B.Q6_K.gguf new file mode 100644 index 0000000..caa56ae --- /dev/null +++ b/Binary-Think-RM-8B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4727292f92a7ee06943632bcdbeaac6bd49408b4dc34a6e2913d9f8686779ecb +size 6596007456 diff --git a/Binary-Think-RM-8B.Q8_0.gguf b/Binary-Think-RM-8B.Q8_0.gguf new file mode 100644 index 0000000..7f39071 --- /dev/null +++ b/Binary-Think-RM-8B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7f42105d785c0bcd3dbe7a04bfe59a89eb460ab985c40d79818375124041c444 +size 8540771872 diff --git a/Binary-Think-RM-8B.f16.gguf b/Binary-Think-RM-8B.f16.gguf new file mode 100644 index 0000000..c9c1098 --- /dev/null +++ b/Binary-Think-RM-8B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:528a78284abb55bcc583f176c33750acc03c471b5b97691525856e816c85c517 +size 16068892192 diff --git a/README.md b/README.md new file mode 100644 index 0000000..fff2ca2 --- /dev/null +++ b/README.md @@ -0,0 +1,77 @@ +--- +base_model: ilgee/Binary-Think-RM-8B +language: +- en +library_name: transformers +license: llama3.1 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- reward-model +- RLHF +- reasoning +- preference-learning +--- +## About + + + + + + + + + +static quants of https://huggingface.co/ilgee/Binary-Think-RM-8B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Binary-Think-RM-8B-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Binary-Think-RM-8B-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/Binary-Think-RM-8B-GGUF/resolve/main/Binary-Think-RM-8B.Q2_K.gguf) | Q2_K | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/Binary-Think-RM-8B-GGUF/resolve/main/Binary-Think-RM-8B.Q3_K_S.gguf) | Q3_K_S | 3.8 | | +| [GGUF](https://huggingface.co/mradermacher/Binary-Think-RM-8B-GGUF/resolve/main/Binary-Think-RM-8B.Q3_K_M.gguf) | Q3_K_M | 4.1 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Binary-Think-RM-8B-GGUF/resolve/main/Binary-Think-RM-8B.Q3_K_L.gguf) | Q3_K_L | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/Binary-Think-RM-8B-GGUF/resolve/main/Binary-Think-RM-8B.IQ4_XS.gguf) | IQ4_XS | 4.6 | | +| [GGUF](https://huggingface.co/mradermacher/Binary-Think-RM-8B-GGUF/resolve/main/Binary-Think-RM-8B.Q4_K_S.gguf) | Q4_K_S | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Binary-Think-RM-8B-GGUF/resolve/main/Binary-Think-RM-8B.Q4_K_M.gguf) | Q4_K_M | 5.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Binary-Think-RM-8B-GGUF/resolve/main/Binary-Think-RM-8B.Q5_K_S.gguf) | Q5_K_S | 5.7 | | +| [GGUF](https://huggingface.co/mradermacher/Binary-Think-RM-8B-GGUF/resolve/main/Binary-Think-RM-8B.Q5_K_M.gguf) | Q5_K_M | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/Binary-Think-RM-8B-GGUF/resolve/main/Binary-Think-RM-8B.Q6_K.gguf) | Q6_K | 6.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Binary-Think-RM-8B-GGUF/resolve/main/Binary-Think-RM-8B.Q8_0.gguf) | Q8_0 | 8.6 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Binary-Think-RM-8B-GGUF/resolve/main/Binary-Think-RM-8B.f16.gguf) | f16 | 16.2 | 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. + +