From e7d60b202201bd695d7d5a21c7f573cd399a9eb3 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 4 Sep 2026 21:08:16 +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/Aira-2-355M-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++++++++++ Aira-2-355M.IQ4_XS.gguf | 3 ++ Aira-2-355M.Q2_K.gguf | 3 ++ Aira-2-355M.Q3_K_L.gguf | 3 ++ Aira-2-355M.Q3_K_M.gguf | 3 ++ Aira-2-355M.Q3_K_S.gguf | 3 ++ Aira-2-355M.Q4_K_M.gguf | 3 ++ Aira-2-355M.Q4_K_S.gguf | 3 ++ Aira-2-355M.Q5_K_M.gguf | 3 ++ Aira-2-355M.Q5_K_S.gguf | 3 ++ Aira-2-355M.Q6_K.gguf | 3 ++ Aira-2-355M.Q8_0.gguf | 3 ++ Aira-2-355M.f16.gguf | 3 ++ README.md | 72 +++++++++++++++++++++++++++++++++++++++++ 14 files changed, 155 insertions(+) create mode 100644 .gitattributes create mode 100644 Aira-2-355M.IQ4_XS.gguf create mode 100644 Aira-2-355M.Q2_K.gguf create mode 100644 Aira-2-355M.Q3_K_L.gguf create mode 100644 Aira-2-355M.Q3_K_M.gguf create mode 100644 Aira-2-355M.Q3_K_S.gguf create mode 100644 Aira-2-355M.Q4_K_M.gguf create mode 100644 Aira-2-355M.Q4_K_S.gguf create mode 100644 Aira-2-355M.Q5_K_M.gguf create mode 100644 Aira-2-355M.Q5_K_S.gguf create mode 100644 Aira-2-355M.Q6_K.gguf create mode 100644 Aira-2-355M.Q8_0.gguf create mode 100644 Aira-2-355M.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..aefe99d --- /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 +Aira-2-355M.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Aira-2-355M.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Aira-2-355M.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Aira-2-355M.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Aira-2-355M.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Aira-2-355M.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Aira-2-355M.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Aira-2-355M.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Aira-2-355M.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Aira-2-355M.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Aira-2-355M.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Aira-2-355M.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Aira-2-355M.IQ4_XS.gguf b/Aira-2-355M.IQ4_XS.gguf new file mode 100644 index 0000000..c5d3576 --- /dev/null +++ b/Aira-2-355M.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71d43efeb779cedf1d51f64c248f33b599210a75131c4c29fbd42edfce3a2460 +size 239224352 diff --git a/Aira-2-355M.Q2_K.gguf b/Aira-2-355M.Q2_K.gguf new file mode 100644 index 0000000..ceeab2c --- /dev/null +++ b/Aira-2-355M.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bb33292597cf0b374a3c0edaea05e06ec4b51f38b66a5be962676a15096fdf04 +size 178241824 diff --git a/Aira-2-355M.Q3_K_L.gguf b/Aira-2-355M.Q3_K_L.gguf new file mode 100644 index 0000000..50022a1 --- /dev/null +++ b/Aira-2-355M.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:78d5a6f4dc5efda7653324cb3501832076b9e2ae5e5b60c605e054f8264dfb4e +size 243827616 diff --git a/Aira-2-355M.Q3_K_M.gguf b/Aira-2-355M.Q3_K_M.gguf new file mode 100644 index 0000000..774f1b9 --- /dev/null +++ b/Aira-2-355M.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4667c2824680e6b5f989a858fe67d7e61303a30520f6f9cee3d099d766a6bd97 +size 228623264 diff --git a/Aira-2-355M.Q3_K_S.gguf b/Aira-2-355M.Q3_K_S.gguf new file mode 100644 index 0000000..b3b8ff0 --- /dev/null +++ b/Aira-2-355M.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f89cd8db866906de6808718379139e186204aa6bbb719cd6a8b82645d91f4cdc +size 201360288 diff --git a/Aira-2-355M.Q4_K_M.gguf b/Aira-2-355M.Q4_K_M.gguf new file mode 100644 index 0000000..0ee6bda --- /dev/null +++ b/Aira-2-355M.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:77ea5a86cc1b6b043a222515480dcbaa6d18653169b791c7d20479f8edd48ba6 +size 270717120 diff --git a/Aira-2-355M.Q4_K_S.gguf b/Aira-2-355M.Q4_K_S.gguf new file mode 100644 index 0000000..192d29a --- /dev/null +++ b/Aira-2-355M.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a193dde4a16ea6db19457ef1e82f19e99d90f414128252011cd7315104db37cd +size 249876672 diff --git a/Aira-2-355M.Q5_K_M.gguf b/Aira-2-355M.Q5_K_M.gguf new file mode 100644 index 0000000..7e96b74 --- /dev/null +++ b/Aira-2-355M.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2c85095699110015bb6b8599de2d617ed89a735104afde95b410a6ee6a5c8487 +size 309197632 diff --git a/Aira-2-355M.Q5_K_S.gguf b/Aira-2-355M.Q5_K_S.gguf new file mode 100644 index 0000000..830b20e --- /dev/null +++ b/Aira-2-355M.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:736f9bd4c1fd1b85c5c36ff1a78a597195eb57651bc472866ea26795c58dc679 +size 292485952 diff --git a/Aira-2-355M.Q6_K.gguf b/Aira-2-355M.Q6_K.gguf new file mode 100644 index 0000000..23c9b14 --- /dev/null +++ b/Aira-2-355M.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4af76ee925ed5efb7dd19f155d8391ea023ac7e3b810619475bca4125f66ed33 +size 339429504 diff --git a/Aira-2-355M.Q8_0.gguf b/Aira-2-355M.Q8_0.gguf new file mode 100644 index 0000000..11f9c5d --- /dev/null +++ b/Aira-2-355M.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8bde506bdd4ad932ce27281769b92ea75e819a139ff1f9f7de9683d5aa8e19f9 +size 437497088 diff --git a/Aira-2-355M.f16.gguf b/Aira-2-355M.f16.gguf new file mode 100644 index 0000000..2998d5d --- /dev/null +++ b/Aira-2-355M.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6455a2a1c256643e2c06f89f660ab737e196300bfd1b403262f13ae97838b58a +size 817113728 diff --git a/README.md b/README.md new file mode 100644 index 0000000..25985bf --- /dev/null +++ b/README.md @@ -0,0 +1,72 @@ +--- +base_model: nicholasKluge/Aira-2-355M +datasets: +- nicholasKluge/instruct-aira-dataset +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- alignment +- instruction tuned +- text generation +- conversation +- assistant +--- +## About + + + + + + +static quants of https://huggingface.co/nicholasKluge/Aira-2-355M + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Aira-2-355M-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/Aira-2-355M-GGUF/resolve/main/Aira-2-355M.Q2_K.gguf) | Q2_K | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/Aira-2-355M-GGUF/resolve/main/Aira-2-355M.Q3_K_S.gguf) | Q3_K_S | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/Aira-2-355M-GGUF/resolve/main/Aira-2-355M.Q3_K_M.gguf) | Q3_K_M | 0.3 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Aira-2-355M-GGUF/resolve/main/Aira-2-355M.IQ4_XS.gguf) | IQ4_XS | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/Aira-2-355M-GGUF/resolve/main/Aira-2-355M.Q3_K_L.gguf) | Q3_K_L | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/Aira-2-355M-GGUF/resolve/main/Aira-2-355M.Q4_K_S.gguf) | Q4_K_S | 0.3 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Aira-2-355M-GGUF/resolve/main/Aira-2-355M.Q4_K_M.gguf) | Q4_K_M | 0.4 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Aira-2-355M-GGUF/resolve/main/Aira-2-355M.Q5_K_S.gguf) | Q5_K_S | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/Aira-2-355M-GGUF/resolve/main/Aira-2-355M.Q5_K_M.gguf) | Q5_K_M | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/Aira-2-355M-GGUF/resolve/main/Aira-2-355M.Q6_K.gguf) | Q6_K | 0.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Aira-2-355M-GGUF/resolve/main/Aira-2-355M.Q8_0.gguf) | Q8_0 | 0.5 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Aira-2-355M-GGUF/resolve/main/Aira-2-355M.f16.gguf) | f16 | 0.9 | 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. + +