From 9f33d740b34d28184b155da212b6742350ee56f9 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Tue, 8 Sep 2026 16:45:15 +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/JiRackUltra_7b-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++ JiRackUltra_7b.IQ4_XS.gguf | 3 ++ JiRackUltra_7b.Q2_K.gguf | 3 ++ JiRackUltra_7b.Q3_K_L.gguf | 3 ++ JiRackUltra_7b.Q3_K_M.gguf | 3 ++ JiRackUltra_7b.Q3_K_S.gguf | 3 ++ JiRackUltra_7b.Q4_K_M.gguf | 3 ++ JiRackUltra_7b.Q4_K_S.gguf | 3 ++ JiRackUltra_7b.Q5_K_M.gguf | 3 ++ JiRackUltra_7b.Q5_K_S.gguf | 3 ++ JiRackUltra_7b.Q6_K.gguf | 3 ++ JiRackUltra_7b.Q8_0.gguf | 3 ++ JiRackUltra_7b.f16.gguf | 3 ++ README.md | 100 +++++++++++++++++++++++++++++++++++++ 14 files changed, 183 insertions(+) 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CMSManhattan/JiRackUltra_7b +language: +- en +- zh +- ja +- ko +- fr +- es +- pt +- de +- it +- ru +- ar +- vi +- th +library_name: transformers +license: mit +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- text-generation +- ternary +- bitnet +- 1.58bit +- cpu +- gguf +- qwen2.5 +- deepseek +- efficient +- low-memory +- jirack +- web-ui +- routing +- tool-call +- robotics +--- +## About + + + + + + + + + +static quants of https://huggingface.co/CMSManhattan/JiRackUltra_7b + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#JiRackUltra_7b-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/JiRackUltra_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/JiRackUltra_7b-GGUF/resolve/main/JiRackUltra_7b.Q2_K.gguf) | Q2_K | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/JiRackUltra_7b-GGUF/resolve/main/JiRackUltra_7b.Q3_K_S.gguf) | Q3_K_S | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/JiRackUltra_7b-GGUF/resolve/main/JiRackUltra_7b.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/JiRackUltra_7b-GGUF/resolve/main/JiRackUltra_7b.Q3_K_L.gguf) | Q3_K_L | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/JiRackUltra_7b-GGUF/resolve/main/JiRackUltra_7b.IQ4_XS.gguf) | IQ4_XS | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/JiRackUltra_7b-GGUF/resolve/main/JiRackUltra_7b.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/JiRackUltra_7b-GGUF/resolve/main/JiRackUltra_7b.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/JiRackUltra_7b-GGUF/resolve/main/JiRackUltra_7b.Q5_K_S.gguf) | Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/JiRackUltra_7b-GGUF/resolve/main/JiRackUltra_7b.Q5_K_M.gguf) | Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/JiRackUltra_7b-GGUF/resolve/main/JiRackUltra_7b.Q6_K.gguf) | Q6_K | 6.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/JiRackUltra_7b-GGUF/resolve/main/JiRackUltra_7b.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/JiRackUltra_7b-GGUF/resolve/main/JiRackUltra_7b.f16.gguf) | f16 | 15.3 | 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. + +