commit ec7e8a4113e5b9d549fe884bb73fd815b7cedda7 Author: ModelHub XC Date: Fri May 1 17:12:24 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/TowerInstruct-13B-v0.1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..afadfdd --- /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 +TowerInstruct-13B-v0.1.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TowerInstruct-13B-v0.1.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +TowerInstruct-13B-v0.1.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +TowerInstruct-13B-v0.1.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +TowerInstruct-13B-v0.1.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TowerInstruct-13B-v0.1.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TowerInstruct-13B-v0.1.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +TowerInstruct-13B-v0.1.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TowerInstruct-13B-v0.1.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TowerInstruct-13B-v0.1.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TowerInstruct-13B-v0.1.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +TowerInstruct-13B-v0.1.Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..7ef25c3 --- /dev/null +++ b/README.md @@ -0,0 +1,73 @@ +--- +base_model: Unbabel/TowerInstruct-13B-v0.1 +language: +- en +- de +- fr +- zh +- pt +- nl +- ru +- ko +- it +- es +library_name: transformers +license: cc-by-nc-4.0 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/Unbabel/TowerInstruct-13B-v0.1 + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/TowerInstruct-13B-v0.1-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/TowerInstruct-13B-v0.1-GGUF/resolve/main/TowerInstruct-13B-v0.1.Q2_K.gguf) | Q2_K | 5.0 | | +| [GGUF](https://huggingface.co/mradermacher/TowerInstruct-13B-v0.1-GGUF/resolve/main/TowerInstruct-13B-v0.1.Q3_K_S.gguf) | Q3_K_S | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/TowerInstruct-13B-v0.1-GGUF/resolve/main/TowerInstruct-13B-v0.1.Q3_K_M.gguf) | Q3_K_M | 6.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/TowerInstruct-13B-v0.1-GGUF/resolve/main/TowerInstruct-13B-v0.1.Q3_K_L.gguf) | Q3_K_L | 7.0 | | +| [GGUF](https://huggingface.co/mradermacher/TowerInstruct-13B-v0.1-GGUF/resolve/main/TowerInstruct-13B-v0.1.IQ4_XS.gguf) | IQ4_XS | 7.1 | | +| [GGUF](https://huggingface.co/mradermacher/TowerInstruct-13B-v0.1-GGUF/resolve/main/TowerInstruct-13B-v0.1.Q4_0_4_4.gguf) | Q4_0_4_4 | 7.5 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/TowerInstruct-13B-v0.1-GGUF/resolve/main/TowerInstruct-13B-v0.1.Q4_K_S.gguf) | Q4_K_S | 7.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/TowerInstruct-13B-v0.1-GGUF/resolve/main/TowerInstruct-13B-v0.1.Q4_K_M.gguf) | Q4_K_M | 8.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/TowerInstruct-13B-v0.1-GGUF/resolve/main/TowerInstruct-13B-v0.1.Q5_K_S.gguf) | Q5_K_S | 9.1 | | +| [GGUF](https://huggingface.co/mradermacher/TowerInstruct-13B-v0.1-GGUF/resolve/main/TowerInstruct-13B-v0.1.Q5_K_M.gguf) | Q5_K_M | 9.3 | | +| [GGUF](https://huggingface.co/mradermacher/TowerInstruct-13B-v0.1-GGUF/resolve/main/TowerInstruct-13B-v0.1.Q6_K.gguf) | Q6_K | 10.8 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/TowerInstruct-13B-v0.1-GGUF/resolve/main/TowerInstruct-13B-v0.1.Q8_0.gguf) | Q8_0 | 13.9 | fast, best quality | + +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. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to. + + diff --git a/TowerInstruct-13B-v0.1.IQ4_XS.gguf b/TowerInstruct-13B-v0.1.IQ4_XS.gguf new file mode 100644 index 0000000..a1d8d5f --- /dev/null +++ b/TowerInstruct-13B-v0.1.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c71c97f4e9672a2de49b19d7bb6d3349021bba046c7f976958e1edc3f52fbb20 +size 7019567936 diff --git a/TowerInstruct-13B-v0.1.Q2_K.gguf b/TowerInstruct-13B-v0.1.Q2_K.gguf new file mode 100644 index 0000000..144d313 --- /dev/null +++ b/TowerInstruct-13B-v0.1.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ebe6c491c0364a25254d802ed118ed1c464dbbb13e807d7036949777be5f6566 +size 4854312672 diff --git a/TowerInstruct-13B-v0.1.Q3_K_L.gguf b/TowerInstruct-13B-v0.1.Q3_K_L.gguf new file mode 100644 index 0000000..ef0cf07 --- /dev/null +++ b/TowerInstruct-13B-v0.1.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71fcd3998e85b2d62cee5da2120ab12ad19a9f09f574296f5ee8ae25bb6106b2 +size 6929605920 diff --git a/TowerInstruct-13B-v0.1.Q3_K_M.gguf b/TowerInstruct-13B-v0.1.Q3_K_M.gguf new file mode 100644 index 0000000..6c7823d --- /dev/null +++ b/TowerInstruct-13B-v0.1.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:84161b0216b6a4627f98d614b45b742b6398c9bc850d77e37137cda999791a4a +size 6337815840 diff --git a/TowerInstruct-13B-v0.1.Q3_K_S.gguf b/TowerInstruct-13B-v0.1.Q3_K_S.gguf new file mode 100644 index 0000000..a91d298 --- /dev/null +++ b/TowerInstruct-13B-v0.1.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:84b259f9487b7975c07ab68b9866f16febf3532efa3c5607f94cdb5348c6d4db +size 5659026720 diff --git a/TowerInstruct-13B-v0.1.Q4_0_4_4.gguf b/TowerInstruct-13B-v0.1.Q4_0_4_4.gguf new file mode 100644 index 0000000..44a64a3 --- /dev/null +++ b/TowerInstruct-13B-v0.1.Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ae20d9d050123c5e9b7198611238b7d2df1cda9563ebddea8f0669fb52f174d4 +size 7365885856 diff --git a/TowerInstruct-13B-v0.1.Q4_K_M.gguf b/TowerInstruct-13B-v0.1.Q4_K_M.gguf new file mode 100644 index 0000000..aaff20e --- /dev/null +++ b/TowerInstruct-13B-v0.1.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0cb04ac6dfa3d412be722f1b4b24cd13057c7426d68ccd941658741d930ba2d5 +size 7866007456 diff --git a/TowerInstruct-13B-v0.1.Q4_K_S.gguf b/TowerInstruct-13B-v0.1.Q4_K_S.gguf new file mode 100644 index 0000000..1571040 --- /dev/null +++ b/TowerInstruct-13B-v0.1.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:439e8824ef3566bcf30b03ae333233acb68391176f8d65b9a1b4daf0ba0e70e2 +size 7423229856 diff --git a/TowerInstruct-13B-v0.1.Q5_K_M.gguf b/TowerInstruct-13B-v0.1.Q5_K_M.gguf new file mode 100644 index 0000000..a50cb35 --- /dev/null +++ b/TowerInstruct-13B-v0.1.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:56bd12328d7ed73ea53e4b43c6a2d67a387f922831f5eeff469262e7a12d22fd +size 9229979936 diff --git a/TowerInstruct-13B-v0.1.Q5_K_S.gguf b/TowerInstruct-13B-v0.1.Q5_K_S.gguf new file mode 100644 index 0000000..09b2a31 --- /dev/null +++ b/TowerInstruct-13B-v0.1.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7042d9b07b6301e77b6900f2a8d9ec29f2a3ed70443400a629f453c85cf7fad6 +size 8972341536 diff --git a/TowerInstruct-13B-v0.1.Q6_K.gguf b/TowerInstruct-13B-v0.1.Q6_K.gguf new file mode 100644 index 0000000..2852800 --- /dev/null +++ b/TowerInstruct-13B-v0.1.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:30402dc1afa94c0a3913cd52c8c0ff81a7abd57aed775d5cc94d67d358b442c7 +size 10679200704 diff --git a/TowerInstruct-13B-v0.1.Q8_0.gguf b/TowerInstruct-13B-v0.1.Q8_0.gguf new file mode 100644 index 0000000..2f669fb --- /dev/null +++ b/TowerInstruct-13B-v0.1.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:428726a1d1dce10567cff4e179c55cbc5c47e30cc7cfea408817d5755fe37c4f +size 13831397248