commit 453af43f5a32bcc8c61912419d7735fc3a53fec5 Author: ModelHub XC Date: Tue Jun 16 02:28:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/zephyr-7b-sft-full-SPIN-iter3-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..c92e46a --- /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 +zephyr-7b-sft-full-SPIN-iter3.f16.gguf filter=lfs diff=lfs merge=lfs -text +zephyr-7b-sft-full-SPIN-iter3.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +zephyr-7b-sft-full-SPIN-iter3.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +zephyr-7b-sft-full-SPIN-iter3.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +zephyr-7b-sft-full-SPIN-iter3.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +zephyr-7b-sft-full-SPIN-iter3.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +zephyr-7b-sft-full-SPIN-iter3.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +zephyr-7b-sft-full-SPIN-iter3.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +zephyr-7b-sft-full-SPIN-iter3.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +zephyr-7b-sft-full-SPIN-iter3.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +zephyr-7b-sft-full-SPIN-iter3.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +zephyr-7b-sft-full-SPIN-iter3.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..afcaba8 --- /dev/null +++ b/README.md @@ -0,0 +1,66 @@ +--- +base_model: UCLA-AGI/zephyr-7b-sft-full-SPIN-iter3 +datasets: +- UCLA-AGI/SPIN_iter3 +language: +- en +library_name: transformers +license: mit +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/UCLA-AGI/zephyr-7b-sft-full-SPIN-iter3 + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/zephyr-7b-sft-full-SPIN-iter3-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/zephyr-7b-sft-full-SPIN-iter3-GGUF/resolve/main/zephyr-7b-sft-full-SPIN-iter3.Q2_K.gguf) | Q2_K | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/zephyr-7b-sft-full-SPIN-iter3-GGUF/resolve/main/zephyr-7b-sft-full-SPIN-iter3.Q3_K_S.gguf) | Q3_K_S | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/zephyr-7b-sft-full-SPIN-iter3-GGUF/resolve/main/zephyr-7b-sft-full-SPIN-iter3.Q3_K_M.gguf) | Q3_K_M | 3.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/zephyr-7b-sft-full-SPIN-iter3-GGUF/resolve/main/zephyr-7b-sft-full-SPIN-iter3.Q3_K_L.gguf) | Q3_K_L | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/zephyr-7b-sft-full-SPIN-iter3-GGUF/resolve/main/zephyr-7b-sft-full-SPIN-iter3.IQ4_XS.gguf) | IQ4_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/zephyr-7b-sft-full-SPIN-iter3-GGUF/resolve/main/zephyr-7b-sft-full-SPIN-iter3.Q4_K_S.gguf) | Q4_K_S | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/zephyr-7b-sft-full-SPIN-iter3-GGUF/resolve/main/zephyr-7b-sft-full-SPIN-iter3.Q4_K_M.gguf) | Q4_K_M | 4.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/zephyr-7b-sft-full-SPIN-iter3-GGUF/resolve/main/zephyr-7b-sft-full-SPIN-iter3.Q5_K_S.gguf) | Q5_K_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/zephyr-7b-sft-full-SPIN-iter3-GGUF/resolve/main/zephyr-7b-sft-full-SPIN-iter3.Q5_K_M.gguf) | Q5_K_M | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/zephyr-7b-sft-full-SPIN-iter3-GGUF/resolve/main/zephyr-7b-sft-full-SPIN-iter3.Q6_K.gguf) | Q6_K | 6.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/zephyr-7b-sft-full-SPIN-iter3-GGUF/resolve/main/zephyr-7b-sft-full-SPIN-iter3.Q8_0.gguf) | Q8_0 | 7.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/zephyr-7b-sft-full-SPIN-iter3-GGUF/resolve/main/zephyr-7b-sft-full-SPIN-iter3.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. 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/zephyr-7b-sft-full-SPIN-iter3.IQ4_XS.gguf b/zephyr-7b-sft-full-SPIN-iter3.IQ4_XS.gguf new file mode 100644 index 0000000..f5bd351 --- /dev/null +++ b/zephyr-7b-sft-full-SPIN-iter3.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f94236ae3f5e456f5e695eeae24d59926d09e44396cadd6d9cc95c1c1dcf0758 +size 3944389856 diff --git a/zephyr-7b-sft-full-SPIN-iter3.Q2_K.gguf b/zephyr-7b-sft-full-SPIN-iter3.Q2_K.gguf new file mode 100644 index 0000000..ba60898 --- /dev/null +++ b/zephyr-7b-sft-full-SPIN-iter3.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d4738ae7b269fbf84831b8e8629bb36ed507ce8f8e5c65b16027b8bbcdd273bb +size 2719243488 diff --git a/zephyr-7b-sft-full-SPIN-iter3.Q3_K_L.gguf b/zephyr-7b-sft-full-SPIN-iter3.Q3_K_L.gguf new file mode 100644 index 0000000..1127096 --- /dev/null +++ b/zephyr-7b-sft-full-SPIN-iter3.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e5886fa1570e643768a06cfa77ea29fe863f96742e536750cd338c3c84f34993 +size 3822025952 diff --git a/zephyr-7b-sft-full-SPIN-iter3.Q3_K_M.gguf b/zephyr-7b-sft-full-SPIN-iter3.Q3_K_M.gguf new file mode 100644 index 0000000..9f997f3 --- /dev/null +++ b/zephyr-7b-sft-full-SPIN-iter3.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e247241038d4cf3c421d25656b8b3124707d4b1514a95716f2721bdc58926525 +size 3518987488 diff --git a/zephyr-7b-sft-full-SPIN-iter3.Q3_K_S.gguf b/zephyr-7b-sft-full-SPIN-iter3.Q3_K_S.gguf new file mode 100644 index 0000000..87d5813 --- /dev/null +++ b/zephyr-7b-sft-full-SPIN-iter3.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fe5aeb13eb3be67133bf89f0c87ad053f8a506ead3f6a16148166df1acc13c32 +size 3164568800 diff --git a/zephyr-7b-sft-full-SPIN-iter3.Q4_K_M.gguf b/zephyr-7b-sft-full-SPIN-iter3.Q4_K_M.gguf new file mode 100644 index 0000000..e521609 --- /dev/null +++ b/zephyr-7b-sft-full-SPIN-iter3.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e5e0793bd3ee00903a53ae91d127eecfca7137f2461ef82a120f737a84ecad83 +size 4368440544 diff --git a/zephyr-7b-sft-full-SPIN-iter3.Q4_K_S.gguf b/zephyr-7b-sft-full-SPIN-iter3.Q4_K_S.gguf new file mode 100644 index 0000000..853cc23 --- /dev/null +++ b/zephyr-7b-sft-full-SPIN-iter3.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6d6bf194e487065171e6d90d6ee0ba0f2a41fbbfdb1203ad0fb1ce9996156a0d +size 4140375264 diff --git a/zephyr-7b-sft-full-SPIN-iter3.Q5_K_M.gguf b/zephyr-7b-sft-full-SPIN-iter3.Q5_K_M.gguf new file mode 100644 index 0000000..23d00f7 --- /dev/null +++ b/zephyr-7b-sft-full-SPIN-iter3.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:45f6e6d42d21a6da8a246657978774dfede4e70af0383ec1b200eb1bc5600058 +size 5131410656 diff --git a/zephyr-7b-sft-full-SPIN-iter3.Q5_K_S.gguf b/zephyr-7b-sft-full-SPIN-iter3.Q5_K_S.gguf new file mode 100644 index 0000000..aa187c6 --- /dev/null +++ b/zephyr-7b-sft-full-SPIN-iter3.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ed32fff7836784521351c3b847766e1db530ac36fb2fcb7a98baeea777ebba3e +size 4997717216 diff --git a/zephyr-7b-sft-full-SPIN-iter3.Q6_K.gguf b/zephyr-7b-sft-full-SPIN-iter3.Q6_K.gguf new file mode 100644 index 0000000..a2c6962 --- /dev/null +++ b/zephyr-7b-sft-full-SPIN-iter3.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8d339f9ec4caafd091dcf8e2eee49744b823778e4cd78078377d1f15745d3e2a +size 5942066400 diff --git a/zephyr-7b-sft-full-SPIN-iter3.Q8_0.gguf b/zephyr-7b-sft-full-SPIN-iter3.Q8_0.gguf new file mode 100644 index 0000000..c6d9f04 --- /dev/null +++ b/zephyr-7b-sft-full-SPIN-iter3.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7a889adbd4ec4708e57daff3788baf9c0c730ec3d6039f858579edf7f5e6e8ff +size 7695858912 diff --git a/zephyr-7b-sft-full-SPIN-iter3.f16.gguf b/zephyr-7b-sft-full-SPIN-iter3.f16.gguf new file mode 100644 index 0000000..9da2afd --- /dev/null +++ b/zephyr-7b-sft-full-SPIN-iter3.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4b9f9045008ca6ba30b9a5442a36bd191d736056da3ca2535f9897228b270d81 +size 14484733152