commit 8955dcce235d99712b6cb513b55c5ee17f126097 Author: ModelHub XC Date: Mon Aug 24 19:45:18 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/Sing-Guard-2b-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..31929cd --- /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 +Sing-Guard-2b.mmproj-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Sing-Guard-2b.mmproj-f16.gguf filter=lfs diff=lfs merge=lfs -text +Sing-Guard-2b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Sing-Guard-2b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Sing-Guard-2b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Sing-Guard-2b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Sing-Guard-2b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Sing-Guard-2b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Sing-Guard-2b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Sing-Guard-2b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Sing-Guard-2b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Sing-Guard-2b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Sing-Guard-2b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Sing-Guard-2b.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..bddc02d --- /dev/null +++ b/README.md @@ -0,0 +1,74 @@ +--- +base_model: inclusionAI/SingGuard-2b +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/inclusionAI/SingGuard-2b + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Sing-Guard-2b-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/Sing-Guard-2b-GGUF/resolve/main/Sing-Guard-2b.mmproj-Q8_0.gguf) | mmproj-Q8_0 | 0.5 | multi-modal supplement | +| [GGUF](https://huggingface.co/mradermacher/Sing-Guard-2b-GGUF/resolve/main/Sing-Guard-2b.Q2_K.gguf) | Q2_K | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/Sing-Guard-2b-GGUF/resolve/main/Sing-Guard-2b.mmproj-f16.gguf) | mmproj-f16 | 0.9 | multi-modal supplement | +| [GGUF](https://huggingface.co/mradermacher/Sing-Guard-2b-GGUF/resolve/main/Sing-Guard-2b.Q3_K_S.gguf) | Q3_K_S | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/Sing-Guard-2b-GGUF/resolve/main/Sing-Guard-2b.Q3_K_M.gguf) | Q3_K_M | 1.0 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Sing-Guard-2b-GGUF/resolve/main/Sing-Guard-2b.Q3_K_L.gguf) | Q3_K_L | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/Sing-Guard-2b-GGUF/resolve/main/Sing-Guard-2b.IQ4_XS.gguf) | IQ4_XS | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/Sing-Guard-2b-GGUF/resolve/main/Sing-Guard-2b.Q4_K_S.gguf) | Q4_K_S | 1.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Sing-Guard-2b-GGUF/resolve/main/Sing-Guard-2b.Q4_K_M.gguf) | Q4_K_M | 1.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Sing-Guard-2b-GGUF/resolve/main/Sing-Guard-2b.Q5_K_S.gguf) | Q5_K_S | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/Sing-Guard-2b-GGUF/resolve/main/Sing-Guard-2b.Q5_K_M.gguf) | Q5_K_M | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/Sing-Guard-2b-GGUF/resolve/main/Sing-Guard-2b.Q6_K.gguf) | Q6_K | 1.5 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Sing-Guard-2b-GGUF/resolve/main/Sing-Guard-2b.Q8_0.gguf) | Q8_0 | 1.9 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Sing-Guard-2b-GGUF/resolve/main/Sing-Guard-2b.f16.gguf) | f16 | 3.5 | 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/Sing-Guard-2b.IQ4_XS.gguf b/Sing-Guard-2b.IQ4_XS.gguf new file mode 100644 index 0000000..ad14439 --- /dev/null +++ b/Sing-Guard-2b.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2845680afb2dd9def248eb4cd05aad6e006c0a305c012e1b8c795683b6a258f4 +size 1016289120 diff --git a/Sing-Guard-2b.Q2_K.gguf b/Sing-Guard-2b.Q2_K.gguf new file mode 100644 index 0000000..ec30827 --- /dev/null +++ b/Sing-Guard-2b.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a21444227eac62226bec0b12b190a0355873e4d71c37232c580191b4ec6ea11f +size 777803616 diff --git a/Sing-Guard-2b.Q3_K_L.gguf b/Sing-Guard-2b.Q3_K_L.gguf new file mode 100644 index 0000000..ce6ea08 --- /dev/null +++ b/Sing-Guard-2b.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e3fcb88b48c84e0d45593ea5dba87d12beed4c8986fccdeefc69ebd5f22d6eb9 +size 1003509600 diff --git a/Sing-Guard-2b.Q3_K_M.gguf b/Sing-Guard-2b.Q3_K_M.gguf new file mode 100644 index 0000000..095e9df --- /dev/null +++ b/Sing-Guard-2b.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:985cdfb5c95ba852b7191bbc8ae0012e56e06a40d7c9595790e180c453d994ba +size 939546464 diff --git a/Sing-Guard-2b.Q3_K_S.gguf b/Sing-Guard-2b.Q3_K_S.gguf new file mode 100644 index 0000000..ab2d0b8 --- /dev/null +++ b/Sing-Guard-2b.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f3d7521b50b2617ff1d862f111889c8c74372835e41c323bca474f435d559a78 +size 867260256 diff --git a/Sing-Guard-2b.Q4_K_M.gguf b/Sing-Guard-2b.Q4_K_M.gguf new file mode 100644 index 0000000..d139448 --- /dev/null +++ b/Sing-Guard-2b.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:712aef7bfeaabf5238b70b52a00b9ae6d1cd3f826262b8ceb7506c8cce84aa0e +size 1107416928 diff --git a/Sing-Guard-2b.Q4_K_S.gguf b/Sing-Guard-2b.Q4_K_S.gguf new file mode 100644 index 0000000..bf023ab --- /dev/null +++ b/Sing-Guard-2b.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:30eee5bd0b61fe06fbe94fde57e7dbd9a71018b23090b4eccfd836f30e78e14b +size 1060198240 diff --git a/Sing-Guard-2b.Q5_K_M.gguf b/Sing-Guard-2b.Q5_K_M.gguf new file mode 100644 index 0000000..68e8e07 --- /dev/null +++ b/Sing-Guard-2b.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6af6f9cee92f6abeb804496cf8e4e0f6f7acb966d7ad814774083ea82e3073e9 +size 1257887584 diff --git a/Sing-Guard-2b.Q5_K_S.gguf b/Sing-Guard-2b.Q5_K_S.gguf new file mode 100644 index 0000000..7a0dc36 --- /dev/null +++ b/Sing-Guard-2b.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71901e9cd959bd39078d6bebcd2ea144fea33b2db5f59d71fa5140b15ff8110b +size 1230591840 diff --git a/Sing-Guard-2b.Q6_K.gguf b/Sing-Guard-2b.Q6_K.gguf new file mode 100644 index 0000000..1d0a310 --- /dev/null +++ b/Sing-Guard-2b.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:79ca7b973f5c6f71a9b0ab0f9d636fe00ee8e4bae4b3fa77fc4d93bc472d1109 +size 1417762656 diff --git a/Sing-Guard-2b.Q8_0.gguf b/Sing-Guard-2b.Q8_0.gguf new file mode 100644 index 0000000..5c9cfed --- /dev/null +++ b/Sing-Guard-2b.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4af580552c8545954ac048a1d8b677753af5006b46b9a3a12fd653b2dbf7bc1d +size 1834434400 diff --git a/Sing-Guard-2b.f16.gguf b/Sing-Guard-2b.f16.gguf new file mode 100644 index 0000000..d84c393 --- /dev/null +++ b/Sing-Guard-2b.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:59b548235a0154a424e761a2d37eff360b9288e50475fb5b71f497e745f95435 +size 3447357280 diff --git a/Sing-Guard-2b.mmproj-Q8_0.gguf b/Sing-Guard-2b.mmproj-Q8_0.gguf new file mode 100644 index 0000000..95e9ee5 --- /dev/null +++ b/Sing-Guard-2b.mmproj-Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c1d3859368ec2c16412716c38473776ed6542be58fe8dd447c1bd63f579e3bc +size 445053536 diff --git a/Sing-Guard-2b.mmproj-f16.gguf b/Sing-Guard-2b.mmproj-f16.gguf new file mode 100644 index 0000000..fd1efa5 --- /dev/null +++ b/Sing-Guard-2b.mmproj-f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:367372d6c8a1b22bb5d2adb0aa011cd5aedc2b5f2a0a0ab42f54773972915ace +size 819395168