commit ff7d72a6ffeb5109aad1039aa958677078200a70 Author: ModelHub XC Date: Sat Jul 18 04:05:10 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..07b504b --- /dev/null +++ b/.gitattributes @@ -0,0 +1,46 @@ +*.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 +WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.f16.gguf filter=lfs diff=lfs merge=lfs -text +WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..d2c25ac --- /dev/null +++ b/README.md @@ -0,0 +1,63 @@ +--- +base_model: Weni/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged +language: +- en +library_name: transformers +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/Weni/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged + + +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/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged-GGUF/resolve/main/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q2_K.gguf) | Q2_K | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged-GGUF/resolve/main/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q3_K_S.gguf) | Q3_K_S | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged-GGUF/resolve/main/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q3_K_M.gguf) | Q3_K_M | 3.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged-GGUF/resolve/main/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q3_K_L.gguf) | Q3_K_L | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged-GGUF/resolve/main/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.IQ4_XS.gguf) | IQ4_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged-GGUF/resolve/main/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q4_K_S.gguf) | Q4_K_S | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged-GGUF/resolve/main/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q4_K_M.gguf) | Q4_K_M | 4.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged-GGUF/resolve/main/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q5_K_S.gguf) | Q5_K_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged-GGUF/resolve/main/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q5_K_M.gguf) | Q5_K_M | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged-GGUF/resolve/main/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q6_K.gguf) | Q6_K | 6.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged-GGUF/resolve/main/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q8_0.gguf) | Q8_0 | 7.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged-GGUF/resolve/main/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.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/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.IQ4_XS.gguf b/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.IQ4_XS.gguf new file mode 100644 index 0000000..1103a94 --- /dev/null +++ b/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5634ac8ddde4673da8e57466424f94f2c40763749d5ef491830ee969c08f2f60 +size 3944400576 diff --git a/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q2_K.gguf b/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q2_K.gguf new file mode 100644 index 0000000..69e9a0d --- /dev/null +++ b/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8a0b26deb7ab9ff83452c9181350d2841aa689202312d527769b84426f806afc +size 2719252544 diff --git a/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q3_K_L.gguf b/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q3_K_L.gguf new file mode 100644 index 0000000..94c849d --- /dev/null +++ b/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:081b5b5581b7287c294516c9ee1ea07950642dfc3785b16bfab437147d256701 +size 3822035840 diff --git a/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q3_K_M.gguf b/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q3_K_M.gguf new file mode 100644 index 0000000..9e6f1b6 --- /dev/null +++ b/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8a510613d62f034a5959143dc7d2e8aa966dc36595a2c9a475eacb270b1e6d5c +size 3518997376 diff --git a/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q3_K_S.gguf b/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q3_K_S.gguf new file mode 100644 index 0000000..8dada21 --- /dev/null +++ b/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7fa9f546ea05f781eb3d13bee039c6b3ca4f5208c47e0864b968e1d99c64d7d1 +size 3164578688 diff --git a/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q4_K_M.gguf b/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q4_K_M.gguf new file mode 100644 index 0000000..c617b36 --- /dev/null +++ b/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b55aae7de98292134c6c7062ff9312ad5d9333ad62d008bb73c41db68dfc93a9 +size 4368451520 diff --git a/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q4_K_S.gguf b/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q4_K_S.gguf new file mode 100644 index 0000000..722af92 --- /dev/null +++ b/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:55bdbc80433e574778a067bf409af85124c646c4b23490e09c448f4bf86d6606 +size 4140386240 diff --git a/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q5_K_M.gguf b/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q5_K_M.gguf new file mode 100644 index 0000000..31467d3 --- /dev/null +++ b/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8cef672b7167636480b0969820153a5d1cbd79aa4a300724427b8d40e4afc4b0 +size 5131422656 diff --git a/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q5_K_S.gguf b/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q5_K_S.gguf new file mode 100644 index 0000000..e7d24b7 --- /dev/null +++ b/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:160726b96edda244f80aa841b2b40b2278743788beaec0b95c2ef7ff06c4aae6 +size 4997729216 diff --git a/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q6_K.gguf b/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q6_K.gguf new file mode 100644 index 0000000..85d965d --- /dev/null +++ b/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b4531e39f083581b70e7a6a16a20447649ff74b3e8308d4fb0ece0130ce56cfe +size 5942079488 diff --git a/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q8_0.gguf b/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q8_0.gguf new file mode 100644 index 0000000..e4aeef3 --- /dev/null +++ b/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8519155969c7e46208518fd09975c33dad376138bd572bf7a4a5f8f7e9a83d4f +size 7695875968 diff --git a/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.f16.gguf b/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.f16.gguf new file mode 100644 index 0000000..d42d3a7 --- /dev/null +++ b/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ef9c77fb2f6d08476337e96f6606c7f379e8ce56bcb6e36bba553cb2a2a9a89 +size 14484765568