From b4b9667af87b18b7e7a2160875ebb682c7e12264 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Mon, 5 Oct 2026 14:41:17 +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/TON-3B-AITZ-GGUF Source: Original Platform --- .gitattributes | 49 ++++++++++++++++++++++++ README.md | 73 ++++++++++++++++++++++++++++++++++++ TON-3B-AITZ.IQ4_XS.gguf | 3 ++ TON-3B-AITZ.Q2_K.gguf | 3 ++ TON-3B-AITZ.Q3_K_L.gguf | 3 ++ TON-3B-AITZ.Q3_K_M.gguf | 3 ++ TON-3B-AITZ.Q3_K_S.gguf | 3 ++ TON-3B-AITZ.Q4_K_M.gguf | 3 ++ TON-3B-AITZ.Q4_K_S.gguf | 3 ++ TON-3B-AITZ.Q5_K_M.gguf | 3 ++ TON-3B-AITZ.Q5_K_S.gguf | 3 ++ TON-3B-AITZ.Q6_K.gguf | 3 ++ TON-3B-AITZ.Q8_0.gguf | 3 ++ TON-3B-AITZ.f16.gguf | 3 ++ TON-3B-AITZ.mmproj-Q8_0.gguf | 3 ++ TON-3B-AITZ.mmproj-f16.gguf | 3 ++ 16 files changed, 164 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 TON-3B-AITZ.IQ4_XS.gguf create mode 100644 TON-3B-AITZ.Q2_K.gguf create mode 100644 TON-3B-AITZ.Q3_K_L.gguf create mode 100644 TON-3B-AITZ.Q3_K_M.gguf create mode 100644 TON-3B-AITZ.Q3_K_S.gguf create mode 100644 TON-3B-AITZ.Q4_K_M.gguf create mode 100644 TON-3B-AITZ.Q4_K_S.gguf create mode 100644 TON-3B-AITZ.Q5_K_M.gguf create mode 100644 TON-3B-AITZ.Q5_K_S.gguf create mode 100644 TON-3B-AITZ.Q6_K.gguf create mode 100644 TON-3B-AITZ.Q8_0.gguf create mode 100644 TON-3B-AITZ.f16.gguf create mode 100644 TON-3B-AITZ.mmproj-Q8_0.gguf create mode 100644 TON-3B-AITZ.mmproj-f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..84fbd03 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,49 @@ +*.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 +TON-3B-AITZ.mmproj-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +TON-3B-AITZ.mmproj-f16.gguf filter=lfs diff=lfs merge=lfs -text +TON-3B-AITZ.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +TON-3B-AITZ.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +TON-3B-AITZ.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +TON-3B-AITZ.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TON-3B-AITZ.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TON-3B-AITZ.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TON-3B-AITZ.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TON-3B-AITZ.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TON-3B-AITZ.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TON-3B-AITZ.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +TON-3B-AITZ.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +TON-3B-AITZ.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..66a665d --- /dev/null +++ b/README.md @@ -0,0 +1,73 @@ +--- +base_model: kolerk/TON-3B-AITZ +datasets: +- kolerk/TON-AITZ-SFT +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/kolerk/TON-3B-AITZ + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#TON-3B-AITZ-GGUF).*** + +weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion. +## 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/TON-3B-AITZ-GGUF/resolve/main/TON-3B-AITZ.mmproj-Q8_0.gguf) | mmproj-Q8_0 | 0.9 | multi-modal supplement | +| [GGUF](https://huggingface.co/mradermacher/TON-3B-AITZ-GGUF/resolve/main/TON-3B-AITZ.mmproj-f16.gguf) | mmproj-f16 | 1.4 | multi-modal supplement | +| [GGUF](https://huggingface.co/mradermacher/TON-3B-AITZ-GGUF/resolve/main/TON-3B-AITZ.Q2_K.gguf) | Q2_K | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/TON-3B-AITZ-GGUF/resolve/main/TON-3B-AITZ.Q3_K_S.gguf) | Q3_K_S | 1.7 | | +| [GGUF](https://huggingface.co/mradermacher/TON-3B-AITZ-GGUF/resolve/main/TON-3B-AITZ.Q3_K_M.gguf) | Q3_K_M | 1.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/TON-3B-AITZ-GGUF/resolve/main/TON-3B-AITZ.Q3_K_L.gguf) | Q3_K_L | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/TON-3B-AITZ-GGUF/resolve/main/TON-3B-AITZ.IQ4_XS.gguf) | IQ4_XS | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/TON-3B-AITZ-GGUF/resolve/main/TON-3B-AITZ.Q4_K_S.gguf) | Q4_K_S | 2.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/TON-3B-AITZ-GGUF/resolve/main/TON-3B-AITZ.Q4_K_M.gguf) | Q4_K_M | 2.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/TON-3B-AITZ-GGUF/resolve/main/TON-3B-AITZ.Q5_K_S.gguf) | Q5_K_S | 2.5 | | +| [GGUF](https://huggingface.co/mradermacher/TON-3B-AITZ-GGUF/resolve/main/TON-3B-AITZ.Q5_K_M.gguf) | Q5_K_M | 2.5 | | +| [GGUF](https://huggingface.co/mradermacher/TON-3B-AITZ-GGUF/resolve/main/TON-3B-AITZ.Q6_K.gguf) | Q6_K | 2.9 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/TON-3B-AITZ-GGUF/resolve/main/TON-3B-AITZ.Q8_0.gguf) | Q8_0 | 3.7 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/TON-3B-AITZ-GGUF/resolve/main/TON-3B-AITZ.f16.gguf) | f16 | 6.9 | 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. + + diff --git a/TON-3B-AITZ.IQ4_XS.gguf b/TON-3B-AITZ.IQ4_XS.gguf new file mode 100644 index 0000000..1bfc825 --- /dev/null +++ b/TON-3B-AITZ.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c86bc9c3fd6316cd3c47a2e083bf651f54033ee0348fdb531aae63ede571db98 +size 1918491456 diff --git a/TON-3B-AITZ.Q2_K.gguf b/TON-3B-AITZ.Q2_K.gguf new file mode 100644 index 0000000..14357a3 --- /dev/null +++ b/TON-3B-AITZ.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd1859c34926d231e5d1508bf2b99fa025c333be5cbe86e94cee567bc9709b14 +size 1376856896 diff --git a/TON-3B-AITZ.Q3_K_L.gguf b/TON-3B-AITZ.Q3_K_L.gguf new file mode 100644 index 0000000..09e098f --- /dev/null +++ b/TON-3B-AITZ.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:93097cb3ecd7fe608259ad70885be0304faf2820c72bf2ac03e2b34131f40971 +size 1841095488 diff --git a/TON-3B-AITZ.Q3_K_M.gguf b/TON-3B-AITZ.Q3_K_M.gguf new file mode 100644 index 0000000..e9d6bef --- /dev/null +++ b/TON-3B-AITZ.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8741c15e7419eff1e98b59052e6c887932a7bd1e9eb0478859931c67d415332c +size 1724179264 diff --git a/TON-3B-AITZ.Q3_K_S.gguf b/TON-3B-AITZ.Q3_K_S.gguf new file mode 100644 index 0000000..8eb0f23 --- /dev/null +++ b/TON-3B-AITZ.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d7b8ad308a26e8859e408759ef011cba3a3763b986eb5876685addb802b8e8c4 +size 1588060992 diff --git a/TON-3B-AITZ.Q4_K_M.gguf b/TON-3B-AITZ.Q4_K_M.gguf new file mode 100644 index 0000000..cf33d59 --- /dev/null +++ b/TON-3B-AITZ.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fce114c65526b4dd434d4529ff437f61d9dd14d63efa2434b1baac2692dc90b1 +size 2104933184 diff --git a/TON-3B-AITZ.Q4_K_S.gguf b/TON-3B-AITZ.Q4_K_S.gguf new file mode 100644 index 0000000..48473ab --- /dev/null +++ b/TON-3B-AITZ.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4f6db79713e7bf500fd1df3c341d78792dfbfbdf9ccd5deb4fc20b223464d473 +size 2009414464 diff --git a/TON-3B-AITZ.Q5_K_M.gguf b/TON-3B-AITZ.Q5_K_M.gguf new file mode 100644 index 0000000..b95afa3 --- /dev/null +++ b/TON-3B-AITZ.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa8dc22880df50d640142c30e4d7721879e7618fe2f5237c6d565d2135d4d44b +size 2438740800 diff --git a/TON-3B-AITZ.Q5_K_S.gguf b/TON-3B-AITZ.Q5_K_S.gguf new file mode 100644 index 0000000..a4ef021 --- /dev/null +++ b/TON-3B-AITZ.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f2503982baec825d71559e475d70d24d1d86881f9cb702903b308fd6ea66e3d9 +size 2383592256 diff --git a/TON-3B-AITZ.Q6_K.gguf b/TON-3B-AITZ.Q6_K.gguf new file mode 100644 index 0000000..38ceafc --- /dev/null +++ b/TON-3B-AITZ.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:abb3656e5ec7f0f5c1f3a52cbb1b7e49bc68f02f45844ddc1e0a0e8bbc0cc287 +size 2793411392 diff --git a/TON-3B-AITZ.Q8_0.gguf b/TON-3B-AITZ.Q8_0.gguf new file mode 100644 index 0000000..b8045a8 --- /dev/null +++ b/TON-3B-AITZ.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:97337ba2ec7c296b80d7a3af2d961ca9e1afea4a914410afaa5ddd2c5cb45d08 +size 3616088896 diff --git a/TON-3B-AITZ.f16.gguf b/TON-3B-AITZ.f16.gguf new file mode 100644 index 0000000..a430cb0 --- /dev/null +++ b/TON-3B-AITZ.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b332b29c6f44409c568a633eaf321720f2675b51cb9312fd48e4d06e1a6d768 +size 6800646976 diff --git a/TON-3B-AITZ.mmproj-Q8_0.gguf b/TON-3B-AITZ.mmproj-Q8_0.gguf new file mode 100644 index 0000000..a51763b --- /dev/null +++ b/TON-3B-AITZ.mmproj-Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:025aae1cc4654b22e33b0d36e955b8d2df0f93aead049b4e27eb3dec4265572a +size 844757696 diff --git a/TON-3B-AITZ.mmproj-f16.gguf b/TON-3B-AITZ.mmproj-f16.gguf new file mode 100644 index 0000000..f50f8a5 --- /dev/null +++ b/TON-3B-AITZ.mmproj-f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04378a2424011d6d15fc89b4108f4e3554657a6a161abfe944982f99c80dfe7b +size 1338428096