commit 28b10d13cc077cf225c75cd5f410ff73b55851ba Author: ModelHub XC Date: Tue Jun 2 08:57:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Prompt-Injection-classifier-complex-Qwen3-0.6b-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..f710e29 --- /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 +Prompt-Injection-classifier-complex-Qwen3-0.6b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Prompt-Injection-classifier-complex-Qwen3-0.6b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Prompt-Injection-classifier-complex-Qwen3-0.6b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Prompt-Injection-classifier-complex-Qwen3-0.6b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Prompt-Injection-classifier-complex-Qwen3-0.6b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Prompt-Injection-classifier-complex-Qwen3-0.6b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Prompt-Injection-classifier-complex-Qwen3-0.6b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Prompt-Injection-classifier-complex-Qwen3-0.6b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Prompt-Injection-classifier-complex-Qwen3-0.6b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Prompt-Injection-classifier-complex-Qwen3-0.6b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Prompt-Injection-classifier-complex-Qwen3-0.6b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Prompt-Injection-classifier-complex-Qwen3-0.6b.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Prompt-Injection-classifier-complex-Qwen3-0.6b.IQ4_XS.gguf b/Prompt-Injection-classifier-complex-Qwen3-0.6b.IQ4_XS.gguf new file mode 100644 index 0000000..767e5cf --- /dev/null +++ b/Prompt-Injection-classifier-complex-Qwen3-0.6b.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:47c88bfa730d10f23f53d61648862d396a4fe8cb979849adb0ded950fdd65ea4 +size 451932192 diff --git a/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q2_K.gguf b/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q2_K.gguf new file mode 100644 index 0000000..e6b3e05 --- /dev/null +++ b/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f41c8d67b507c7459e6010a4cea453acc2aa434fd79788c194f1e2a23f2ae9a8 +size 347289632 diff --git a/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q3_K_L.gguf b/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q3_K_L.gguf new file mode 100644 index 0000000..43a3f81 --- /dev/null +++ b/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:88d1e35f17b3e8cfcc5fc962b1dfe865cea4341f7fbf0b88544cf9a6da94ac7a +size 435344416 diff --git a/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q3_K_M.gguf b/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q3_K_M.gguf new file mode 100644 index 0000000..ae645db --- /dev/null +++ b/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0d1fac30a75d87b60b779ffef64391c9cc9609b3e63986b9cb0684bff2f2566a +size 413979680 diff --git a/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q3_K_S.gguf b/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q3_K_S.gguf new file mode 100644 index 0000000..1e9b3f8 --- /dev/null +++ b/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ef02fd975979e496bf232cb2cc8f687bb65b1784492ff4db8c47394ad7d5d8b +size 389927968 diff --git a/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q4_K_M.gguf b/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q4_K_M.gguf new file mode 100644 index 0000000..d321d86 --- /dev/null +++ b/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cc14563e838b895e8ae1249fb303b50e0fcf84146bf1d536682aff6ada625319 +size 484220960 diff --git a/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q4_K_S.gguf b/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q4_K_S.gguf new file mode 100644 index 0000000..e583927 --- /dev/null +++ b/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0ff2686b6a03d0f8365d3f45391651a8d00662b6d6fc28dd270120caf43a862 +size 470786080 diff --git a/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q5_K_M.gguf b/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q5_K_M.gguf new file mode 100644 index 0000000..bdf9f7e --- /dev/null +++ b/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:73803c6574f6727360c2ae424e4b636aa2790ad60b1f91ae35700f82931fee2b +size 551378976 diff --git a/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q5_K_S.gguf b/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q5_K_S.gguf new file mode 100644 index 0000000..c61fbbc --- /dev/null +++ b/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d29a4831c3957e070880e51e14b07013253c547e5d59a6ff76c4af824f46e8b4 +size 543580192 diff --git a/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q6_K.gguf b/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q6_K.gguf new file mode 100644 index 0000000..603a22c --- /dev/null +++ b/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:015c1129e9302a7388f74e3d8d329f869f0c257cd21077c94394c6b733b8b4bb +size 622734368 diff --git a/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q8_0.gguf b/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q8_0.gguf new file mode 100644 index 0000000..a3f18a9 --- /dev/null +++ b/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b5ea67a96de5d483c1495bedf379b3cbe128a5b5991b0b595491bb2f38791c27 +size 804754464 diff --git a/Prompt-Injection-classifier-complex-Qwen3-0.6b.f16.gguf b/Prompt-Injection-classifier-complex-Qwen3-0.6b.f16.gguf new file mode 100644 index 0000000..bce9292 --- /dev/null +++ b/Prompt-Injection-classifier-complex-Qwen3-0.6b.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:707dc37668bb1361c9d6c42ee22378b5a05e165568442eafb2cd4fc0c90c8ba0 +size 1509348384 diff --git a/README.md b/README.md new file mode 100644 index 0000000..5949362 --- /dev/null +++ b/README.md @@ -0,0 +1,81 @@ +--- +base_model: Lilbullet/Prompt-Injection-classifier-complex-Qwen3-0.6b +datasets: +- Lilbullet/prompt-injection-artificial-GPTOSS120b +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- promptinjection +- security +- redteaming +- blueteaming +- detection +- Injection +--- +## About + + + + + + + + + +static quants of https://huggingface.co/Lilbullet/Prompt-Injection-classifier-complex-Qwen3-0.6b + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Prompt-Injection-classifier-complex-Qwen3-0.6b-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/Prompt-Injection-classifier-complex-Qwen3-0.6b-GGUF/resolve/main/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q2_K.gguf) | Q2_K | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/Prompt-Injection-classifier-complex-Qwen3-0.6b-GGUF/resolve/main/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q3_K_S.gguf) | Q3_K_S | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/Prompt-Injection-classifier-complex-Qwen3-0.6b-GGUF/resolve/main/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q3_K_M.gguf) | Q3_K_M | 0.5 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Prompt-Injection-classifier-complex-Qwen3-0.6b-GGUF/resolve/main/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q3_K_L.gguf) | Q3_K_L | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/Prompt-Injection-classifier-complex-Qwen3-0.6b-GGUF/resolve/main/Prompt-Injection-classifier-complex-Qwen3-0.6b.IQ4_XS.gguf) | IQ4_XS | 0.6 | | +| [GGUF](https://huggingface.co/mradermacher/Prompt-Injection-classifier-complex-Qwen3-0.6b-GGUF/resolve/main/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q4_K_S.gguf) | Q4_K_S | 0.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Prompt-Injection-classifier-complex-Qwen3-0.6b-GGUF/resolve/main/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q4_K_M.gguf) | Q4_K_M | 0.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Prompt-Injection-classifier-complex-Qwen3-0.6b-GGUF/resolve/main/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q5_K_S.gguf) | Q5_K_S | 0.6 | | +| [GGUF](https://huggingface.co/mradermacher/Prompt-Injection-classifier-complex-Qwen3-0.6b-GGUF/resolve/main/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q5_K_M.gguf) | Q5_K_M | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/Prompt-Injection-classifier-complex-Qwen3-0.6b-GGUF/resolve/main/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q6_K.gguf) | Q6_K | 0.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Prompt-Injection-classifier-complex-Qwen3-0.6b-GGUF/resolve/main/Prompt-Injection-classifier-complex-Qwen3-0.6b.Q8_0.gguf) | Q8_0 | 0.9 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Prompt-Injection-classifier-complex-Qwen3-0.6b-GGUF/resolve/main/Prompt-Injection-classifier-complex-Qwen3-0.6b.f16.gguf) | f16 | 1.6 | 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. + +