From 7028b690f55be088f27dd61a877a5d78deaf08f0 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sat, 13 Jun 2026 00:50:18 +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/boto-7B-GGUF Source: Original Platform --- .gitattributes | 48 ++++++++++++++++++++++++++++ README.md | 73 +++++++++++++++++++++++++++++++++++++++++++ boto-7B.IQ4_XS.gguf | 3 ++ boto-7B.Q2_K.gguf | 3 ++ boto-7B.Q3_K_L.gguf | 3 ++ boto-7B.Q3_K_M.gguf | 3 ++ boto-7B.Q3_K_S.gguf | 3 ++ boto-7B.Q4_0_4_4.gguf | 3 ++ boto-7B.Q4_K_M.gguf | 3 ++ boto-7B.Q4_K_S.gguf | 3 ++ boto-7B.Q5_K_M.gguf | 3 ++ boto-7B.Q5_K_S.gguf | 3 ++ boto-7B.Q6_K.gguf | 3 ++ boto-7B.Q8_0.gguf | 3 ++ boto-7B.f16.gguf | 3 ++ 15 files changed, 160 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 boto-7B.IQ4_XS.gguf create mode 100644 boto-7B.Q2_K.gguf create mode 100644 boto-7B.Q3_K_L.gguf create mode 100644 boto-7B.Q3_K_M.gguf create mode 100644 boto-7B.Q3_K_S.gguf create mode 100644 boto-7B.Q4_0_4_4.gguf create mode 100644 boto-7B.Q4_K_M.gguf create mode 100644 boto-7B.Q4_K_S.gguf create mode 100644 boto-7B.Q5_K_M.gguf create mode 100644 boto-7B.Q5_K_S.gguf create mode 100644 boto-7B.Q6_K.gguf create mode 100644 boto-7B.Q8_0.gguf create mode 100644 boto-7B.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..1d0b174 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,48 @@ +*.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 +boto-7B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +boto-7B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +boto-7B.f16.gguf filter=lfs diff=lfs merge=lfs -text +boto-7B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +boto-7B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +boto-7B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +boto-7B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +boto-7B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +boto-7B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +boto-7B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +boto-7B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +boto-7B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +boto-7B.Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..5477887 --- /dev/null +++ b/README.md @@ -0,0 +1,73 @@ +--- +base_model: lucianosb/boto-7B +datasets: +- cnmoro/GPT4-500k-Augmented-PTBR-Clean +language: +- pt +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- mistral +- trl +--- +## About + + + + + + +static quants of https://huggingface.co/lucianosb/boto-7B + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/boto-7B-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/boto-7B-GGUF/resolve/main/boto-7B.Q2_K.gguf) | Q2_K | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/boto-7B-GGUF/resolve/main/boto-7B.Q3_K_S.gguf) | Q3_K_S | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/boto-7B-GGUF/resolve/main/boto-7B.Q3_K_M.gguf) | Q3_K_M | 3.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/boto-7B-GGUF/resolve/main/boto-7B.Q3_K_L.gguf) | Q3_K_L | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/boto-7B-GGUF/resolve/main/boto-7B.IQ4_XS.gguf) | IQ4_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/boto-7B-GGUF/resolve/main/boto-7B.Q4_0_4_4.gguf) | Q4_0_4_4 | 4.2 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/boto-7B-GGUF/resolve/main/boto-7B.Q4_K_S.gguf) | Q4_K_S | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/boto-7B-GGUF/resolve/main/boto-7B.Q4_K_M.gguf) | Q4_K_M | 4.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/boto-7B-GGUF/resolve/main/boto-7B.Q5_K_S.gguf) | Q5_K_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/boto-7B-GGUF/resolve/main/boto-7B.Q5_K_M.gguf) | Q5_K_M | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/boto-7B-GGUF/resolve/main/boto-7B.Q6_K.gguf) | Q6_K | 6.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/boto-7B-GGUF/resolve/main/boto-7B.Q8_0.gguf) | Q8_0 | 7.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/boto-7B-GGUF/resolve/main/boto-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/boto-7B.IQ4_XS.gguf b/boto-7B.IQ4_XS.gguf new file mode 100644 index 0000000..dac88c1 --- /dev/null +++ b/boto-7B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:26f940316b26ad5317e6cf7edd84753d7297708ba7495184ec5270d39b7c99b1 +size 3944389824 diff --git a/boto-7B.Q2_K.gguf b/boto-7B.Q2_K.gguf new file mode 100644 index 0000000..21b27a3 --- /dev/null +++ b/boto-7B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da4c20f414d099e6b34eea9261b0c9c183b79aec0caee4057f571bb4e10f364d +size 2719243456 diff --git a/boto-7B.Q3_K_L.gguf b/boto-7B.Q3_K_L.gguf new file mode 100644 index 0000000..4089dee --- /dev/null +++ b/boto-7B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:86e7d839a9e16de863acf70f3d46be6aa5330f68bb4eccc8bdd0181e582c6a01 +size 3822025920 diff --git a/boto-7B.Q3_K_M.gguf b/boto-7B.Q3_K_M.gguf new file mode 100644 index 0000000..9d79b62 --- /dev/null +++ b/boto-7B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:16eca27f911515e388c39cf48cb9dc0a46e8fcc3d192b840fc7aec8a044deaec +size 3518987456 diff --git a/boto-7B.Q3_K_S.gguf b/boto-7B.Q3_K_S.gguf new file mode 100644 index 0000000..ccbb687 --- /dev/null +++ b/boto-7B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bee149e0572393d82f0613bd34ec00bdbb97847b8f99c24a1f732fdf0b3b4808 +size 3164568768 diff --git a/boto-7B.Q4_0_4_4.gguf b/boto-7B.Q4_0_4_4.gguf new file mode 100644 index 0000000..85917da --- /dev/null +++ b/boto-7B.Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1c6b0af6e631669d3eb3740e86a411aa29351234cc9a9b447277fbc08ee315d2 +size 4108917952 diff --git a/boto-7B.Q4_K_M.gguf b/boto-7B.Q4_K_M.gguf new file mode 100644 index 0000000..501afea --- /dev/null +++ b/boto-7B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:624837577fb84942e6fee26765f9c732f21b08f8656474cbdc13ce3c4e81a3c6 +size 4368440512 diff --git a/boto-7B.Q4_K_S.gguf b/boto-7B.Q4_K_S.gguf new file mode 100644 index 0000000..9ef4090 --- /dev/null +++ b/boto-7B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5a7cce1852f70ae6bf2c267f414d591e4aa681bd946289a2af3bba5a3d64d17d +size 4140375232 diff --git a/boto-7B.Q5_K_M.gguf b/boto-7B.Q5_K_M.gguf new file mode 100644 index 0000000..aec2e19 --- /dev/null +++ b/boto-7B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04fe5dd3519112e433240d2f393f7a224dc3cdf1c6e58b51de5dbc9acdb85b81 +size 5131410624 diff --git a/boto-7B.Q5_K_S.gguf b/boto-7B.Q5_K_S.gguf new file mode 100644 index 0000000..2deeec0 --- /dev/null +++ b/boto-7B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d7e12e35aa55b230e9b2517b3985a4df899d771b34bdbadafcbada34fa322400 +size 4997717184 diff --git a/boto-7B.Q6_K.gguf b/boto-7B.Q6_K.gguf new file mode 100644 index 0000000..022bd90 --- /dev/null +++ b/boto-7B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ebe7163f18be48d7c6270eb79a058720510e683ea0bf865f2da0be93e57eeb72 +size 5942066368 diff --git a/boto-7B.Q8_0.gguf b/boto-7B.Q8_0.gguf new file mode 100644 index 0000000..d113d11 --- /dev/null +++ b/boto-7B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a35a240e0639d5da53ab93fa09a46df1884625f01354747223b9db55b4607915 +size 7695858880 diff --git a/boto-7B.f16.gguf b/boto-7B.f16.gguf new file mode 100644 index 0000000..859a7d7 --- /dev/null +++ b/boto-7B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5307bf5ce6a4a5e5248313885781eb27f80a4573d3b449856484b6e5701d56bb +size 14484733120