commit 8f0b41520062652d9488dde5010094a8c852726a Author: ModelHub XC Date: Sun Sep 6 10:32:15 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Aura_Qwen_7B-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..1032f43 --- /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 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 +Aura_Qwen_7B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Aura_Qwen_7B.f16.gguf filter=lfs diff=lfs merge=lfs -text +Aura_Qwen_7B.IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +Aura_Qwen_7B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Aura_Qwen_7B.IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Aura_Qwen_7B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Aura_Qwen_7B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Aura_Qwen_7B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Aura_Qwen_7B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Aura_Qwen_7B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Aura_Qwen_7B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Aura_Qwen_7B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Aura_Qwen_7B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Aura_Qwen_7B.IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Aura_Qwen_7B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Aura_Qwen_7B.IQ3_M.gguf b/Aura_Qwen_7B.IQ3_M.gguf new file mode 100644 index 0000000..0811604 --- /dev/null +++ b/Aura_Qwen_7B.IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7a3e3bf5ca72f63e1a98458b453904bb827dfdb9c1028403b7181348ddccebf0 +size 3574009792 diff --git a/Aura_Qwen_7B.IQ3_S.gguf b/Aura_Qwen_7B.IQ3_S.gguf new file mode 100644 index 0000000..9f61c1c --- /dev/null +++ b/Aura_Qwen_7B.IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e17e1e09c37a81cd77878872e498369527a63dbb54a3b8704b5ae8266fb19d3b +size 3499190208 diff --git a/Aura_Qwen_7B.IQ3_XS.gguf b/Aura_Qwen_7B.IQ3_XS.gguf new file mode 100644 index 0000000..86bfcb9 --- /dev/null +++ b/Aura_Qwen_7B.IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a8296e9ac7fa7bf2c7b283e849d3fd1712e4773781d69bb6e3cd44185c0e76ca +size 3346253760 diff --git a/Aura_Qwen_7B.IQ4_XS.gguf b/Aura_Qwen_7B.IQ4_XS.gguf new file mode 100644 index 0000000..3806c64 --- /dev/null +++ b/Aura_Qwen_7B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:114faab09dceec12b2f90573df33743a37404b0572b54df4effe926612e40725 +size 4250296256 diff --git a/Aura_Qwen_7B.Q2_K.gguf b/Aura_Qwen_7B.Q2_K.gguf new file mode 100644 index 0000000..6339cdd --- /dev/null +++ b/Aura_Qwen_7B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9bb069299cc7d4f440802b45af5711461f664358cc1b5d735be3c3cdef305241 +size 3015937984 diff --git a/Aura_Qwen_7B.Q3_K_L.gguf b/Aura_Qwen_7B.Q3_K_L.gguf new file mode 100644 index 0000000..ff7d6ec --- /dev/null +++ b/Aura_Qwen_7B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eded6836466456797b4e81f1b2a4d2bcdda910b53fef302df500ff8ae5f5d374 +size 4088457152 diff --git a/Aura_Qwen_7B.Q3_K_M.gguf b/Aura_Qwen_7B.Q3_K_M.gguf new file mode 100644 index 0000000..a0ec3c6 --- /dev/null +++ b/Aura_Qwen_7B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0e4cdc448e7b6efe78b396058950ea8b1dd95fe0c337e5642529cab9b58bb62 +size 3808389056 diff --git a/Aura_Qwen_7B.Q3_K_S.gguf b/Aura_Qwen_7B.Q3_K_S.gguf new file mode 100644 index 0000000..fcef387 --- /dev/null +++ b/Aura_Qwen_7B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4b2366dc9fc7bb9fe7c627ff4905e62df6956c034112e313b412f145dbcdf4e5 +size 3492366272 diff --git a/Aura_Qwen_7B.Q4_K_M.gguf b/Aura_Qwen_7B.Q4_K_M.gguf new file mode 100644 index 0000000..df1ea1a --- /dev/null +++ b/Aura_Qwen_7B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:652ecba3ac526ff1714dce24030a99d126bb320714faa3f5a2255fb069804b91 +size 4683071424 diff --git a/Aura_Qwen_7B.Q4_K_S.gguf b/Aura_Qwen_7B.Q4_K_S.gguf new file mode 100644 index 0000000..1399d6f --- /dev/null +++ b/Aura_Qwen_7B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa4bafab4eaa5453ae78d3fafd6c652fe8bb93f4704a992b7107313f48d35122 +size 4457766848 diff --git a/Aura_Qwen_7B.Q5_K_M.gguf b/Aura_Qwen_7B.Q5_K_M.gguf new file mode 100644 index 0000000..5bc56b1 --- /dev/null +++ b/Aura_Qwen_7B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1cd231239b4e808039eb24c6afb11812e0eb3c8d1175dbe9b8ce177433a41865 +size 5444829120 diff --git a/Aura_Qwen_7B.Q5_K_S.gguf b/Aura_Qwen_7B.Q5_K_S.gguf new file mode 100644 index 0000000..c74568b --- /dev/null +++ b/Aura_Qwen_7B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e42ff455a508d2f3e269fb749ced06d629d7280f5d39eba3cb8768c79c1c53a2 +size 5315174336 diff --git a/Aura_Qwen_7B.Q6_K.gguf b/Aura_Qwen_7B.Q6_K.gguf new file mode 100644 index 0000000..58b77b4 --- /dev/null +++ b/Aura_Qwen_7B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aab807b33357a85c59bc86f8a523d749eba7293bf58fa21491d09bf2d37fbfdb +size 6254196672 diff --git a/Aura_Qwen_7B.Q8_0.gguf b/Aura_Qwen_7B.Q8_0.gguf new file mode 100644 index 0000000..a3c975a --- /dev/null +++ b/Aura_Qwen_7B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bf41e3b61a9348afff8593d7ac4983eb0494169871e2c217555c8099a0789476 +size 8098523072 diff --git a/Aura_Qwen_7B.f16.gguf b/Aura_Qwen_7B.f16.gguf new file mode 100644 index 0000000..6b652a6 --- /dev/null +++ b/Aura_Qwen_7B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6a159c210085f0ced1543a538bc0bdcb0d90a9d7d2a21a26e389c1f491f3937 +size 15237851072 diff --git a/README.md b/README.md new file mode 100644 index 0000000..64511f4 --- /dev/null +++ b/README.md @@ -0,0 +1,69 @@ +--- +base_model: jeiku/Aura_Qwen_7B +language: +- en +library_name: transformers +quantized_by: mradermacher +tags: +- mergekit +- merge +--- +## About + + + + + + +static quants of https://huggingface.co/jeiku/Aura_Qwen_7B + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Aura_Qwen_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/Aura_Qwen_7B-GGUF/resolve/main/Aura_Qwen_7B.Q2_K.gguf) | Q2_K | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/Aura_Qwen_7B-GGUF/resolve/main/Aura_Qwen_7B.IQ3_XS.gguf) | IQ3_XS | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/Aura_Qwen_7B-GGUF/resolve/main/Aura_Qwen_7B.Q3_K_S.gguf) | Q3_K_S | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/Aura_Qwen_7B-GGUF/resolve/main/Aura_Qwen_7B.IQ3_S.gguf) | IQ3_S | 3.6 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Aura_Qwen_7B-GGUF/resolve/main/Aura_Qwen_7B.IQ3_M.gguf) | IQ3_M | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/Aura_Qwen_7B-GGUF/resolve/main/Aura_Qwen_7B.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Aura_Qwen_7B-GGUF/resolve/main/Aura_Qwen_7B.Q3_K_L.gguf) | Q3_K_L | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/Aura_Qwen_7B-GGUF/resolve/main/Aura_Qwen_7B.IQ4_XS.gguf) | IQ4_XS | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/Aura_Qwen_7B-GGUF/resolve/main/Aura_Qwen_7B.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Aura_Qwen_7B-GGUF/resolve/main/Aura_Qwen_7B.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Aura_Qwen_7B-GGUF/resolve/main/Aura_Qwen_7B.Q5_K_S.gguf) | Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/Aura_Qwen_7B-GGUF/resolve/main/Aura_Qwen_7B.Q5_K_M.gguf) | Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/Aura_Qwen_7B-GGUF/resolve/main/Aura_Qwen_7B.Q6_K.gguf) | Q6_K | 6.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Aura_Qwen_7B-GGUF/resolve/main/Aura_Qwen_7B.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Aura_Qwen_7B-GGUF/resolve/main/Aura_Qwen_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. + +