commit b69cfdce29d9bbc5f9af4d7f96765b950982e945 Author: ModelHub XC Date: Wed Jun 3 16:10:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/UrbanKGent-8B-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..51fedbd --- /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 +UrbanKGent-8B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +UrbanKGent-8B.f16.gguf filter=lfs diff=lfs merge=lfs -text +UrbanKGent-8B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +UrbanKGent-8B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +UrbanKGent-8B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +UrbanKGent-8B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +UrbanKGent-8B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +UrbanKGent-8B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +UrbanKGent-8B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +UrbanKGent-8B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +UrbanKGent-8B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +UrbanKGent-8B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..ab5250d --- /dev/null +++ b/README.md @@ -0,0 +1,64 @@ +--- +base_model: usail-hkust/UrbanKGent-8B +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/usail-hkust/UrbanKGent-8B + + +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/UrbanKGent-8B-GGUF/resolve/main/UrbanKGent-8B.Q2_K.gguf) | Q2_K | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/UrbanKGent-8B-GGUF/resolve/main/UrbanKGent-8B.Q3_K_S.gguf) | Q3_K_S | 3.8 | | +| [GGUF](https://huggingface.co/mradermacher/UrbanKGent-8B-GGUF/resolve/main/UrbanKGent-8B.Q3_K_M.gguf) | Q3_K_M | 4.1 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/UrbanKGent-8B-GGUF/resolve/main/UrbanKGent-8B.Q3_K_L.gguf) | Q3_K_L | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/UrbanKGent-8B-GGUF/resolve/main/UrbanKGent-8B.IQ4_XS.gguf) | IQ4_XS | 4.6 | | +| [GGUF](https://huggingface.co/mradermacher/UrbanKGent-8B-GGUF/resolve/main/UrbanKGent-8B.Q4_K_S.gguf) | Q4_K_S | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/UrbanKGent-8B-GGUF/resolve/main/UrbanKGent-8B.Q4_K_M.gguf) | Q4_K_M | 5.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/UrbanKGent-8B-GGUF/resolve/main/UrbanKGent-8B.Q5_K_S.gguf) | Q5_K_S | 5.7 | | +| [GGUF](https://huggingface.co/mradermacher/UrbanKGent-8B-GGUF/resolve/main/UrbanKGent-8B.Q5_K_M.gguf) | Q5_K_M | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/UrbanKGent-8B-GGUF/resolve/main/UrbanKGent-8B.Q6_K.gguf) | Q6_K | 6.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/UrbanKGent-8B-GGUF/resolve/main/UrbanKGent-8B.Q8_0.gguf) | Q8_0 | 8.6 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/UrbanKGent-8B-GGUF/resolve/main/UrbanKGent-8B.f16.gguf) | f16 | 16.2 | 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/UrbanKGent-8B.IQ4_XS.gguf b/UrbanKGent-8B.IQ4_XS.gguf new file mode 100644 index 0000000..da98e2b --- /dev/null +++ b/UrbanKGent-8B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:94c5a1ea9d0c5ea40888fbe7630e2effd15f30e07271d7a18730350971e0aaa5 +size 4484363136 diff --git a/UrbanKGent-8B.Q2_K.gguf b/UrbanKGent-8B.Q2_K.gguf new file mode 100644 index 0000000..f5112f6 --- /dev/null +++ b/UrbanKGent-8B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:94572bfe0815825e4121740af8e274be807d9c0352286d670051d19b1608c0a2 +size 3179131776 diff --git a/UrbanKGent-8B.Q3_K_L.gguf b/UrbanKGent-8B.Q3_K_L.gguf new file mode 100644 index 0000000..3a933b1 --- /dev/null +++ b/UrbanKGent-8B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5a6248eb9fbe2f0215a41f6ffb5742821a0f178c713a48603637d2bb0dbedc43 +size 4321956736 diff --git a/UrbanKGent-8B.Q3_K_M.gguf b/UrbanKGent-8B.Q3_K_M.gguf new file mode 100644 index 0000000..ce626da --- /dev/null +++ b/UrbanKGent-8B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:35b7a20e98c91a5ef3a404108fa37e601ec57f573179015c90b6e0830f6af699 +size 4018918272 diff --git a/UrbanKGent-8B.Q3_K_S.gguf b/UrbanKGent-8B.Q3_K_S.gguf new file mode 100644 index 0000000..6c7cb96 --- /dev/null +++ b/UrbanKGent-8B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bb8e0030fc7012f96197e33a5578c576a8d58fc26bfc10ce3e8a4f86286d8acb +size 3664499584 diff --git a/UrbanKGent-8B.Q4_K_M.gguf b/UrbanKGent-8B.Q4_K_M.gguf new file mode 100644 index 0000000..07230da --- /dev/null +++ b/UrbanKGent-8B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:37b574f0132150ff649de9925bdc858e13888ac19bc3ef0ff4313c6de1e78331 +size 4920734592 diff --git a/UrbanKGent-8B.Q4_K_S.gguf b/UrbanKGent-8B.Q4_K_S.gguf new file mode 100644 index 0000000..8f961ea --- /dev/null +++ b/UrbanKGent-8B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d707aa5ff3cf0b8dcb32a8cc6e81045ea01ec6a01dcaac20c29a41084faa79c1 +size 4692669312 diff --git a/UrbanKGent-8B.Q5_K_M.gguf b/UrbanKGent-8B.Q5_K_M.gguf new file mode 100644 index 0000000..f972ec3 --- /dev/null +++ b/UrbanKGent-8B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef153f54a46b4ffee00d83c0ef025650b581ea3d077dfb070525af5705ad61e0 +size 5732987776 diff --git a/UrbanKGent-8B.Q5_K_S.gguf b/UrbanKGent-8B.Q5_K_S.gguf new file mode 100644 index 0000000..603dfda --- /dev/null +++ b/UrbanKGent-8B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f83b36b6dab9d4609717295ac0272ecc20d957a9256edb9036a7a5fcb6854c8d +size 5599294336 diff --git a/UrbanKGent-8B.Q6_K.gguf b/UrbanKGent-8B.Q6_K.gguf new file mode 100644 index 0000000..273d1b0 --- /dev/null +++ b/UrbanKGent-8B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:45ae3c56c458f8824c8a5d32cc95c69d70f2f94285c4f02d38bf1a5d5bb57257 +size 6596006784 diff --git a/UrbanKGent-8B.Q8_0.gguf b/UrbanKGent-8B.Q8_0.gguf new file mode 100644 index 0000000..a9795ca --- /dev/null +++ b/UrbanKGent-8B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa5ecb736363adff125872e6a4347b03ba0100d5efe537ab022af99c2e285a78 +size 8540771200 diff --git a/UrbanKGent-8B.f16.gguf b/UrbanKGent-8B.f16.gguf new file mode 100644 index 0000000..5a3d397 --- /dev/null +++ b/UrbanKGent-8B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:32389606a6be3ef3949fe42a6942f0dabcb05121e7c9c209d27c51160f254893 +size 16068891520