commit de7d165ff6981ce15ee2c45ce72113386e1172df Author: ModelHub XC Date: Mon Apr 13 02:21:02 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/aquif-3.5-7B-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..4d54e4c --- /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 +aquif-3.5-7B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +aquif-3.5-7B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +aquif-3.5-7B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +aquif-3.5-7B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +aquif-3.5-7B.f16.gguf filter=lfs diff=lfs merge=lfs -text +aquif-3.5-7B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +aquif-3.5-7B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +aquif-3.5-7B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +aquif-3.5-7B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +aquif-3.5-7B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +aquif-3.5-7B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +aquif-3.5-7B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..70f04e6 --- /dev/null +++ b/README.md @@ -0,0 +1,89 @@ +--- +base_model: aquif-ai/aquif-3.5-7B +language: +- en +- de +- it +- pt +- fr +- hi +- es +- th +- zh +- ja +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- language +- aquif +- text-generation-inference +- math +- coding +- small +- aquif-3.5 +--- +## About + + + + + + + + + +static quants of https://huggingface.co/aquif-ai/aquif-3.5-7B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#aquif-3.5-7B-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/aquif-3.5-7B-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/aquif-3.5-7B-GGUF/resolve/main/aquif-3.5-7B.Q2_K.gguf) | Q2_K | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/aquif-3.5-7B-GGUF/resolve/main/aquif-3.5-7B.Q3_K_S.gguf) | Q3_K_S | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/aquif-3.5-7B-GGUF/resolve/main/aquif-3.5-7B.Q3_K_M.gguf) | Q3_K_M | 3.7 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/aquif-3.5-7B-GGUF/resolve/main/aquif-3.5-7B.Q3_K_L.gguf) | Q3_K_L | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/aquif-3.5-7B-GGUF/resolve/main/aquif-3.5-7B.IQ4_XS.gguf) | IQ4_XS | 4.1 | | +| [GGUF](https://huggingface.co/mradermacher/aquif-3.5-7B-GGUF/resolve/main/aquif-3.5-7B.Q4_K_S.gguf) | Q4_K_S | 4.3 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/aquif-3.5-7B-GGUF/resolve/main/aquif-3.5-7B.Q4_K_M.gguf) | Q4_K_M | 4.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/aquif-3.5-7B-GGUF/resolve/main/aquif-3.5-7B.Q5_K_S.gguf) | Q5_K_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/aquif-3.5-7B-GGUF/resolve/main/aquif-3.5-7B.Q5_K_M.gguf) | Q5_K_M | 5.3 | | +| [GGUF](https://huggingface.co/mradermacher/aquif-3.5-7B-GGUF/resolve/main/aquif-3.5-7B.Q6_K.gguf) | Q6_K | 6.1 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/aquif-3.5-7B-GGUF/resolve/main/aquif-3.5-7B.Q8_0.gguf) | Q8_0 | 7.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/aquif-3.5-7B-GGUF/resolve/main/aquif-3.5-7B.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. + + diff --git a/aquif-3.5-7B.IQ4_XS.gguf b/aquif-3.5-7B.IQ4_XS.gguf new file mode 100644 index 0000000..f407cf9 --- /dev/null +++ b/aquif-3.5-7B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9615061e3e73c020d383b1e250c2b8ff49b1ebeb3b48c0ec97c691857d6a2e25 +size 4008614272 diff --git a/aquif-3.5-7B.Q2_K.gguf b/aquif-3.5-7B.Q2_K.gguf new file mode 100644 index 0000000..e654733 --- /dev/null +++ b/aquif-3.5-7B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:28bd9c25165931c2e5a76bf7bb5fe86f0ebcc8afd35884020301e543a26a0234 +size 2810411392 diff --git a/aquif-3.5-7B.Q3_K_L.gguf b/aquif-3.5-7B.Q3_K_L.gguf new file mode 100644 index 0000000..be0295c --- /dev/null +++ b/aquif-3.5-7B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e2fd87956814b3523aa0679a5cfca5879ee5a088608194bb8d01cee48f240f19 +size 3864852864 diff --git a/aquif-3.5-7B.Q3_K_M.gguf b/aquif-3.5-7B.Q3_K_M.gguf new file mode 100644 index 0000000..eb6f4ed --- /dev/null +++ b/aquif-3.5-7B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:866b766a358471fd030ae240028ccb2c68458dbfe0723eeae770c0417529b03e +size 3584784768 diff --git a/aquif-3.5-7B.Q3_K_S.gguf b/aquif-3.5-7B.Q3_K_S.gguf new file mode 100644 index 0000000..a1208cb --- /dev/null +++ b/aquif-3.5-7B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:674df18d4aca1433f33fc7fe31093d6f3d63dfed8c74a0d0e73200ea157cd98a +size 3268761984 diff --git a/aquif-3.5-7B.Q4_K_M.gguf b/aquif-3.5-7B.Q4_K_M.gguf new file mode 100644 index 0000000..cc78122 --- /dev/null +++ b/aquif-3.5-7B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:16ed286d08a265ad31b860e979497d416f5f8e3c19b413e0243fd2d1cd4a0fad +size 4435827072 diff --git a/aquif-3.5-7B.Q4_K_S.gguf b/aquif-3.5-7B.Q4_K_S.gguf new file mode 100644 index 0000000..19b194c --- /dev/null +++ b/aquif-3.5-7B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dcbb3a6352d8d7660bcf228219441480a618fa74b0be12848e859a81fd42114f +size 4210522496 diff --git a/aquif-3.5-7B.Q5_K_M.gguf b/aquif-3.5-7B.Q5_K_M.gguf new file mode 100644 index 0000000..62d29af --- /dev/null +++ b/aquif-3.5-7B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ee2ca42f7cddfbc9ff16b72432ecc12bb96147db313b92581f732bdff1e0f811 +size 5175335296 diff --git a/aquif-3.5-7B.Q5_K_S.gguf b/aquif-3.5-7B.Q5_K_S.gguf new file mode 100644 index 0000000..7e56e0d --- /dev/null +++ b/aquif-3.5-7B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bddfc58d80dda09a81f1b97a17d8a791d249e129d70c05217bd2d2838dc9f60e +size 5045680512 diff --git a/aquif-3.5-7B.Q6_K.gguf b/aquif-3.5-7B.Q6_K.gguf new file mode 100644 index 0000000..fdfe94b --- /dev/null +++ b/aquif-3.5-7B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:877626cf2c200a93a172df269b8e4cceb35cd7a45da580aa5828254bc89b14e0 +size 5961062784 diff --git a/aquif-3.5-7B.Q8_0.gguf b/aquif-3.5-7B.Q8_0.gguf new file mode 100644 index 0000000..29a5045 --- /dev/null +++ b/aquif-3.5-7B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:18a4b8b6039b0e704517f45449d795b9f4c31cedaa01ad0834a7b0809837dec8 +size 7719172480 diff --git a/aquif-3.5-7B.f16.gguf b/aquif-3.5-7B.f16.gguf new file mode 100644 index 0000000..30fc91c --- /dev/null +++ b/aquif-3.5-7B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3d99178e8fa1d0189a42495c47257f5d4983b9836731d7eac28aa05376d0ec62 +size 14524758400