From 2c8a4b41eb85be5e69b01bf644c1cf301046dc42 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 12 Jun 2026 19:08:17 +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/bella-2-8b-GGUF Source: Original Platform --- .gitattributes | 50 ++++++++++++++++++++++++++++ README.md | 74 ++++++++++++++++++++++++++++++++++++++++++ bella-2-8b.IQ3_M.gguf | 3 ++ bella-2-8b.IQ3_S.gguf | 3 ++ bella-2-8b.IQ3_XS.gguf | 3 ++ bella-2-8b.IQ4_XS.gguf | 3 ++ bella-2-8b.Q2_K.gguf | 3 ++ bella-2-8b.Q3_K_L.gguf | 3 ++ bella-2-8b.Q3_K_M.gguf | 3 ++ bella-2-8b.Q3_K_S.gguf | 3 ++ bella-2-8b.Q4_K_M.gguf | 3 ++ bella-2-8b.Q4_K_S.gguf | 3 ++ bella-2-8b.Q5_K_M.gguf | 3 ++ bella-2-8b.Q5_K_S.gguf | 3 ++ bella-2-8b.Q6_K.gguf | 3 ++ bella-2-8b.Q8_0.gguf | 3 ++ bella-2-8b.f16.gguf | 3 ++ 17 files changed, 169 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 bella-2-8b.IQ3_M.gguf create mode 100644 bella-2-8b.IQ3_S.gguf create mode 100644 bella-2-8b.IQ3_XS.gguf create mode 100644 bella-2-8b.IQ4_XS.gguf create mode 100644 bella-2-8b.Q2_K.gguf create mode 100644 bella-2-8b.Q3_K_L.gguf create mode 100644 bella-2-8b.Q3_K_M.gguf create mode 100644 bella-2-8b.Q3_K_S.gguf create mode 100644 bella-2-8b.Q4_K_M.gguf create mode 100644 bella-2-8b.Q4_K_S.gguf create mode 100644 bella-2-8b.Q5_K_M.gguf create mode 100644 bella-2-8b.Q5_K_S.gguf create mode 100644 bella-2-8b.Q6_K.gguf create mode 100644 bella-2-8b.Q8_0.gguf create mode 100644 bella-2-8b.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..7467a12 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,50 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs 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+bella-2-8b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +bella-2-8b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +bella-2-8b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +bella-2-8b.IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +bella-2-8b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +bella-2-8b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..8e965f7 --- /dev/null +++ b/README.md @@ -0,0 +1,74 @@ +--- +base_model: CognitivessAI/bella-2-8b +language: +- en +- ro +library_name: transformers +license: apache-2.0 +license_link: https://cognitivess.com/terms +license_name: cognitivess +quantized_by: mradermacher +tags: +- text-generation-inference +- text-generation +- Sentiment Analysis +--- +## About + + + + + + +static quants of https://huggingface.co/CognitivessAI/bella-2-8b + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/bella-2-8b-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/bella-2-8b-GGUF/resolve/main/bella-2-8b.Q2_K.gguf) | Q2_K | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/bella-2-8b-GGUF/resolve/main/bella-2-8b.IQ3_XS.gguf) | IQ3_XS | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/bella-2-8b-GGUF/resolve/main/bella-2-8b.Q3_K_S.gguf) | Q3_K_S | 3.8 | | +| [GGUF](https://huggingface.co/mradermacher/bella-2-8b-GGUF/resolve/main/bella-2-8b.IQ3_S.gguf) | IQ3_S | 3.8 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/bella-2-8b-GGUF/resolve/main/bella-2-8b.IQ3_M.gguf) | IQ3_M | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/bella-2-8b-GGUF/resolve/main/bella-2-8b.Q3_K_M.gguf) | Q3_K_M | 4.1 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/bella-2-8b-GGUF/resolve/main/bella-2-8b.Q3_K_L.gguf) | Q3_K_L | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/bella-2-8b-GGUF/resolve/main/bella-2-8b.IQ4_XS.gguf) | IQ4_XS | 4.6 | | +| [GGUF](https://huggingface.co/mradermacher/bella-2-8b-GGUF/resolve/main/bella-2-8b.Q4_K_S.gguf) | Q4_K_S | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/bella-2-8b-GGUF/resolve/main/bella-2-8b.Q4_K_M.gguf) | Q4_K_M | 5.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/bella-2-8b-GGUF/resolve/main/bella-2-8b.Q5_K_S.gguf) | Q5_K_S | 5.7 | | +| [GGUF](https://huggingface.co/mradermacher/bella-2-8b-GGUF/resolve/main/bella-2-8b.Q5_K_M.gguf) | Q5_K_M | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/bella-2-8b-GGUF/resolve/main/bella-2-8b.Q6_K.gguf) | Q6_K | 6.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/bella-2-8b-GGUF/resolve/main/bella-2-8b.Q8_0.gguf) | Q8_0 | 8.6 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/bella-2-8b-GGUF/resolve/main/bella-2-8b.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. + + diff --git a/bella-2-8b.IQ3_M.gguf b/bella-2-8b.IQ3_M.gguf new file mode 100644 index 0000000..6abc155 --- /dev/null +++ b/bella-2-8b.IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a2be7ad7330609ee6b6829f9b3a1f907207a45aae3faf2ec2d77942976293284 +size 3784823648 diff --git 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