From 006389da4d5526b929dbc08499fdc7a148ec4d41 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 17 Jul 2026 19:43:08 +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/rwkv-6-world-1b6-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++++++++++ README.md | 63 ++++++++++++++++++++++++++++++++++++ rwkv-6-world-1b6.IQ4_XS.gguf | 3 ++ rwkv-6-world-1b6.Q2_K.gguf | 3 ++ rwkv-6-world-1b6.Q3_K_L.gguf | 3 ++ rwkv-6-world-1b6.Q3_K_M.gguf | 3 ++ rwkv-6-world-1b6.Q3_K_S.gguf | 3 ++ rwkv-6-world-1b6.Q4_K_M.gguf | 3 ++ rwkv-6-world-1b6.Q4_K_S.gguf | 3 ++ rwkv-6-world-1b6.Q5_K_M.gguf | 3 ++ rwkv-6-world-1b6.Q5_K_S.gguf | 3 ++ rwkv-6-world-1b6.Q6_K.gguf | 3 ++ rwkv-6-world-1b6.Q8_0.gguf | 3 ++ rwkv-6-world-1b6.f16.gguf | 3 ++ 14 files changed, 146 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 rwkv-6-world-1b6.IQ4_XS.gguf create mode 100644 rwkv-6-world-1b6.Q2_K.gguf create mode 100644 rwkv-6-world-1b6.Q3_K_L.gguf create mode 100644 rwkv-6-world-1b6.Q3_K_M.gguf create mode 100644 rwkv-6-world-1b6.Q3_K_S.gguf create mode 100644 rwkv-6-world-1b6.Q4_K_M.gguf create mode 100644 rwkv-6-world-1b6.Q4_K_S.gguf create mode 100644 rwkv-6-world-1b6.Q5_K_M.gguf create mode 100644 rwkv-6-world-1b6.Q5_K_S.gguf create mode 100644 rwkv-6-world-1b6.Q6_K.gguf create mode 100644 rwkv-6-world-1b6.Q8_0.gguf create mode 100644 rwkv-6-world-1b6.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..bcc3a8f --- /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 +rwkv-6-world-1b6.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +rwkv-6-world-1b6.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +rwkv-6-world-1b6.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +rwkv-6-world-1b6.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +rwkv-6-world-1b6.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +rwkv-6-world-1b6.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +rwkv-6-world-1b6.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +rwkv-6-world-1b6.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +rwkv-6-world-1b6.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +rwkv-6-world-1b6.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +rwkv-6-world-1b6.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +rwkv-6-world-1b6.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..fb30501 --- /dev/null +++ b/README.md @@ -0,0 +1,63 @@ +--- +base_model: RWKV/rwkv-6-world-1b6 +language: +- en +library_name: transformers +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/RWKV/rwkv-6-world-1b6 + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/rwkv-6-world-1b6-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/rwkv-6-world-1b6-GGUF/resolve/main/rwkv-6-world-1b6.Q2_K.gguf) | Q2_K | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/rwkv-6-world-1b6-GGUF/resolve/main/rwkv-6-world-1b6.Q3_K_L.gguf) | Q3_K_L | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/rwkv-6-world-1b6-GGUF/resolve/main/rwkv-6-world-1b6.Q3_K_M.gguf) | Q3_K_M | 0.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/rwkv-6-world-1b6-GGUF/resolve/main/rwkv-6-world-1b6.Q3_K_S.gguf) | Q3_K_S | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/rwkv-6-world-1b6-GGUF/resolve/main/rwkv-6-world-1b6.IQ4_XS.gguf) | IQ4_XS | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/rwkv-6-world-1b6-GGUF/resolve/main/rwkv-6-world-1b6.Q4_K_M.gguf) | Q4_K_M | 1.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/rwkv-6-world-1b6-GGUF/resolve/main/rwkv-6-world-1b6.Q4_K_S.gguf) | Q4_K_S | 1.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/rwkv-6-world-1b6-GGUF/resolve/main/rwkv-6-world-1b6.Q5_K_M.gguf) | Q5_K_M | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/rwkv-6-world-1b6-GGUF/resolve/main/rwkv-6-world-1b6.Q5_K_S.gguf) | Q5_K_S | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/rwkv-6-world-1b6-GGUF/resolve/main/rwkv-6-world-1b6.Q6_K.gguf) | Q6_K | 1.5 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/rwkv-6-world-1b6-GGUF/resolve/main/rwkv-6-world-1b6.Q8_0.gguf) | Q8_0 | 1.9 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/rwkv-6-world-1b6-GGUF/resolve/main/rwkv-6-world-1b6.f16.gguf) | f16 | 3.3 | 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. 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/rwkv-6-world-1b6.IQ4_XS.gguf b/rwkv-6-world-1b6.IQ4_XS.gguf new file mode 100644 index 0000000..edc2992 --- /dev/null +++ b/rwkv-6-world-1b6.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3ea7149c2eab20f63214208acb728b0859b522ee3eb5f3736a2bf3f3a064397c +size 969272256 diff --git a/rwkv-6-world-1b6.Q2_K.gguf b/rwkv-6-world-1b6.Q2_K.gguf new file mode 100644 index 0000000..b9ddcd4 --- /dev/null +++ b/rwkv-6-world-1b6.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:393a561c7807b74fbdb8a338a5ce7bd50cacea63cdc17e4abca63273b2e4cba9 +size 676195264 diff --git a/rwkv-6-world-1b6.Q3_K_L.gguf b/rwkv-6-world-1b6.Q3_K_L.gguf new file mode 100644 index 0000000..868c682 --- /dev/null +++ b/rwkv-6-world-1b6.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1064936dcb247baa8ad56683333cdd979ec9c4be506d530c3d882b15fc023170 +size 822733760 diff --git a/rwkv-6-world-1b6.Q3_K_M.gguf b/rwkv-6-world-1b6.Q3_K_M.gguf new file mode 100644 index 0000000..86edf31 --- /dev/null +++ b/rwkv-6-world-1b6.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6505e1bf637c63a2dd0c24378aebb91ecada3e83936413cd854b15e695d58be +size 822733760 diff --git a/rwkv-6-world-1b6.Q3_K_S.gguf b/rwkv-6-world-1b6.Q3_K_S.gguf new file mode 100644 index 0000000..967219f --- /dev/null +++ b/rwkv-6-world-1b6.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:96855e62fa8e9802022aaa007f5fc8283c3ee36aad55b6b9cf5de210725381c8 +size 822733760 diff --git a/rwkv-6-world-1b6.Q4_K_M.gguf b/rwkv-6-world-1b6.Q4_K_M.gguf new file mode 100644 index 0000000..b0f5999 --- /dev/null +++ b/rwkv-6-world-1b6.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec297ea0459a83b3c40e7edf61040fdc437a4a5890351f64798d0de478969c0f +size 1014361024 diff --git a/rwkv-6-world-1b6.Q4_K_S.gguf b/rwkv-6-world-1b6.Q4_K_S.gguf new file mode 100644 index 0000000..377807b --- /dev/null +++ b/rwkv-6-world-1b6.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dc925c0a8276d9695c20371c5f6c19b136a8aea9fe01960feca49a2a7a5e27b9 +size 1014361024 diff --git a/rwkv-6-world-1b6.Q5_K_M.gguf b/rwkv-6-world-1b6.Q5_K_M.gguf new file mode 100644 index 0000000..71c5cb9 --- /dev/null +++ b/rwkv-6-world-1b6.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef6937533c2fe4c3216447705a90256236c4d2d66191ae2ad61bb6eb99230759 +size 1194716096 diff --git a/rwkv-6-world-1b6.Q5_K_S.gguf b/rwkv-6-world-1b6.Q5_K_S.gguf new file mode 100644 index 0000000..881f82d --- /dev/null +++ b/rwkv-6-world-1b6.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2d806dbedea463a1ee396708c7f1da4a350cd57a603a631cb226b4dee7f84ee2 +size 1194716096 diff --git a/rwkv-6-world-1b6.Q6_K.gguf b/rwkv-6-world-1b6.Q6_K.gguf new file mode 100644 index 0000000..d3bea1c --- /dev/null +++ b/rwkv-6-world-1b6.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7dd1589f92390ee1a50d966a80e6033a813d8ccc65dd7f2f194355598bc2d383 +size 1386343360 diff --git a/rwkv-6-world-1b6.Q8_0.gguf b/rwkv-6-world-1b6.Q8_0.gguf new file mode 100644 index 0000000..8214037 --- /dev/null +++ b/rwkv-6-world-1b6.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f578e7cc148bd4c5f3205c376c5a9db70f9466542ffec208df0321b07e9e0d36 +size 1768287168 diff --git a/rwkv-6-world-1b6.f16.gguf b/rwkv-6-world-1b6.f16.gguf new file mode 100644 index 0000000..2ef70fb --- /dev/null +++ b/rwkv-6-world-1b6.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d10ed71960b1de223c4122005c23e4a203420955fa02ca953e3ad39ffef09629 +size 3246779328