From 578dc84cc62ddc247e6312b2b2fbe70ecd634c06 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Tue, 4 Aug 2026 22:09:16 +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/RynnBrain-2B-GGUF Source: Original Platform --- .gitattributes | 49 +++++++++++++++++++ README.md | 89 +++++++++++++++++++++++++++++++++++ RynnBrain-2B.IQ4_XS.gguf | 3 ++ RynnBrain-2B.Q2_K.gguf | 3 ++ RynnBrain-2B.Q3_K_L.gguf | 3 ++ RynnBrain-2B.Q3_K_M.gguf | 3 ++ RynnBrain-2B.Q3_K_S.gguf | 3 ++ RynnBrain-2B.Q4_K_M.gguf | 3 ++ RynnBrain-2B.Q4_K_S.gguf | 3 ++ RynnBrain-2B.Q5_K_M.gguf | 3 ++ RynnBrain-2B.Q5_K_S.gguf | 3 ++ RynnBrain-2B.Q6_K.gguf | 3 ++ RynnBrain-2B.Q8_0.gguf | 3 ++ RynnBrain-2B.f16.gguf | 3 ++ RynnBrain-2B.mmproj-Q8_0.gguf | 3 ++ RynnBrain-2B.mmproj-f16.gguf | 3 ++ 16 files changed, 180 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 RynnBrain-2B.IQ4_XS.gguf create mode 100644 RynnBrain-2B.Q2_K.gguf create mode 100644 RynnBrain-2B.Q3_K_L.gguf create mode 100644 RynnBrain-2B.Q3_K_M.gguf create mode 100644 RynnBrain-2B.Q3_K_S.gguf create mode 100644 RynnBrain-2B.Q4_K_M.gguf create mode 100644 RynnBrain-2B.Q4_K_S.gguf create mode 100644 RynnBrain-2B.Q5_K_M.gguf create mode 100644 RynnBrain-2B.Q5_K_S.gguf create mode 100644 RynnBrain-2B.Q6_K.gguf create mode 100644 RynnBrain-2B.Q8_0.gguf create mode 100644 RynnBrain-2B.f16.gguf create mode 100644 RynnBrain-2B.mmproj-Q8_0.gguf create mode 100644 RynnBrain-2B.mmproj-f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..e1f8612 --- /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 +RynnBrain-2B.mmproj-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +RynnBrain-2B.mmproj-f16.gguf filter=lfs diff=lfs merge=lfs -text +RynnBrain-2B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +RynnBrain-2B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +RynnBrain-2B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +RynnBrain-2B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +RynnBrain-2B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +RynnBrain-2B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +RynnBrain-2B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +RynnBrain-2B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +RynnBrain-2B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +RynnBrain-2B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +RynnBrain-2B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +RynnBrain-2B.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..e294a1f --- /dev/null +++ b/README.md @@ -0,0 +1,89 @@ +--- +base_model: Alibaba-DAMO-Academy/RynnBrain-2B +language: +- en +- zh +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- robotics +- embodied-ai +- egocentric +- spatiotemporal +- vision-language-model +- video-understanding +- grounding +- planning +- navigation +- ocr +- image-text-to-text +- video-text-to-text +- custom_code +--- +## About + + + + + + + + + +static quants of https://huggingface.co/Alibaba-DAMO-Academy/RynnBrain-2B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#RynnBrain-2B-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/RynnBrain-2B-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/RynnBrain-2B-GGUF/resolve/main/RynnBrain-2B.mmproj-Q8_0.gguf) | mmproj-Q8_0 | 0.5 | multi-modal supplement | +| [GGUF](https://huggingface.co/mradermacher/RynnBrain-2B-GGUF/resolve/main/RynnBrain-2B.mmproj-f16.gguf) | mmproj-f16 | 0.9 | multi-modal supplement | +| [GGUF](https://huggingface.co/mradermacher/RynnBrain-2B-GGUF/resolve/main/RynnBrain-2B.Q2_K.gguf) | Q2_K | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/RynnBrain-2B-GGUF/resolve/main/RynnBrain-2B.Q3_K_S.gguf) | Q3_K_S | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/RynnBrain-2B-GGUF/resolve/main/RynnBrain-2B.Q3_K_M.gguf) | Q3_K_M | 1.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/RynnBrain-2B-GGUF/resolve/main/RynnBrain-2B.Q3_K_L.gguf) | Q3_K_L | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/RynnBrain-2B-GGUF/resolve/main/RynnBrain-2B.IQ4_XS.gguf) | IQ4_XS | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/RynnBrain-2B-GGUF/resolve/main/RynnBrain-2B.Q4_K_S.gguf) | Q4_K_S | 1.3 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/RynnBrain-2B-GGUF/resolve/main/RynnBrain-2B.Q4_K_M.gguf) | Q4_K_M | 1.4 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/RynnBrain-2B-GGUF/resolve/main/RynnBrain-2B.Q5_K_S.gguf) | Q5_K_S | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/RynnBrain-2B-GGUF/resolve/main/RynnBrain-2B.Q5_K_M.gguf) | Q5_K_M | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/RynnBrain-2B-GGUF/resolve/main/RynnBrain-2B.Q6_K.gguf) | Q6_K | 1.8 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/RynnBrain-2B-GGUF/resolve/main/RynnBrain-2B.Q8_0.gguf) | Q8_0 | 2.3 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/RynnBrain-2B-GGUF/resolve/main/RynnBrain-2B.f16.gguf) | f16 | 4.2 | 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. + + diff --git a/RynnBrain-2B.IQ4_XS.gguf b/RynnBrain-2B.IQ4_XS.gguf new file mode 100644 index 0000000..fc9b2d8 --- /dev/null +++ b/RynnBrain-2B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b7c2a931b8d57cdf56e3a3bcf0018e06573c7c2ee70d0c548a72e2bcbf33be5f +size 1181589536 diff --git a/RynnBrain-2B.Q2_K.gguf b/RynnBrain-2B.Q2_K.gguf new file mode 100644 index 0000000..5d300e8 --- /dev/null +++ b/RynnBrain-2B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:731a8fd8c03460b13fd371ec8b7ae9bfa336aaffcdc093083a71f38341565bb4 +size 879898656 diff --git a/RynnBrain-2B.Q3_K_L.gguf b/RynnBrain-2B.Q3_K_L.gguf new file mode 100644 index 0000000..177a231 --- /dev/null +++ b/RynnBrain-2B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8eddc3bd10548d64ca2195b181e168a93b01de7ff44e716b2a8e6ee80880b5ef +size 1137207328 diff --git a/RynnBrain-2B.Q3_K_M.gguf b/RynnBrain-2B.Q3_K_M.gguf new file mode 100644 index 0000000..378232a --- /dev/null +++ b/RynnBrain-2B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:77dbb0330ec9ef647898fb407ab30b2a347ac7238d488576a231a374d81d99fc +size 1073244192 diff --git a/RynnBrain-2B.Q3_K_S.gguf b/RynnBrain-2B.Q3_K_S.gguf new file mode 100644 index 0000000..5f7db73 --- /dev/null +++ b/RynnBrain-2B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cc65a600267e708bd28c5f5569538aa1d7640d125aa6f3c8ee7f107997659845 +size 1000957984 diff --git a/RynnBrain-2B.Q4_K_M.gguf b/RynnBrain-2B.Q4_K_M.gguf new file mode 100644 index 0000000..11ad67f --- /dev/null +++ b/RynnBrain-2B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a709a381872f8f832ee643822911dabd9dbd73af6a19281923fdf1fce14d5d3f +size 1282441248 diff --git a/RynnBrain-2B.Q4_K_S.gguf b/RynnBrain-2B.Q4_K_S.gguf new file mode 100644 index 0000000..7a24d09 --- /dev/null +++ b/RynnBrain-2B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cce5708f1a545de44e5f454575c7090858435722383acaf75e79b8407e814ca2 +size 1235222560 diff --git a/RynnBrain-2B.Q5_K_M.gguf b/RynnBrain-2B.Q5_K_M.gguf new file mode 100644 index 0000000..41b2e39 --- /dev/null +++ b/RynnBrain-2B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b9b290778ea71b61413c3b8ebc679e7d44b75e316c1c61aeae5f84690c08d0e6 +size 1471807520 diff --git a/RynnBrain-2B.Q5_K_S.gguf b/RynnBrain-2B.Q5_K_S.gguf new file mode 100644 index 0000000..a7bb837 --- /dev/null +++ b/RynnBrain-2B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b59f9e78ca427516fc41ca93dda4e45895f514b2f4e51b9c3c5f273f038cb34 +size 1444511776 diff --git a/RynnBrain-2B.Q6_K.gguf b/RynnBrain-2B.Q6_K.gguf new file mode 100644 index 0000000..54e8f61 --- /dev/null +++ b/RynnBrain-2B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cbc30bbb790ac119723edab78823c8c002531e2ba766c932e181d1a374f61282 +size 1673009184 diff --git a/RynnBrain-2B.Q8_0.gguf b/RynnBrain-2B.Q8_0.gguf new file mode 100644 index 0000000..c38af53 --- /dev/null +++ b/RynnBrain-2B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0570259f99f00e2cc197de112d1bdf966e53b3adc22190a06d57709b6bd68b98 +size 2165041184 diff --git a/RynnBrain-2B.f16.gguf b/RynnBrain-2B.f16.gguf new file mode 100644 index 0000000..3a8b8b3 --- /dev/null +++ b/RynnBrain-2B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5cc08ecfbf7b7a61105e538181fea6348ea7d440bb70fcfe9bbbd13a5a846ec7 +size 4069681184 diff --git a/RynnBrain-2B.mmproj-Q8_0.gguf b/RynnBrain-2B.mmproj-Q8_0.gguf new file mode 100644 index 0000000..76c65c8 --- /dev/null +++ b/RynnBrain-2B.mmproj-Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad3e199720fd082c7b09560017a00ad0740c78e2d7fd8de745401914a8001fb2 +size 445053728 diff --git a/RynnBrain-2B.mmproj-f16.gguf b/RynnBrain-2B.mmproj-f16.gguf new file mode 100644 index 0000000..8caf063 --- /dev/null +++ b/RynnBrain-2B.mmproj-f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:60a48d8208afb8e6861dfc088526ce7a9cdf5f80fa15492859b783eee798f7bb +size 819395360