commit 9c43cb3da90b582b24708d47b4dad195e31b351d 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-simple-Qwen-3-0.6b-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..cb69ff1 --- /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-simple-Qwen-3-0.6b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Prompt-Injection-classifier-simple-Qwen-3-0.6b.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Prompt-Injection-classifier-simple-Qwen-3-0.6b.IQ4_XS.gguf b/Prompt-Injection-classifier-simple-Qwen-3-0.6b.IQ4_XS.gguf new file mode 100644 index 0000000..be51001 --- /dev/null +++ b/Prompt-Injection-classifier-simple-Qwen-3-0.6b.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db8e097d2773e8a1bc8c0db10abe72265a70222a047697dc92ed79dccb85c366 +size 451932192 diff --git a/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q2_K.gguf b/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q2_K.gguf new file mode 100644 index 0000000..5847d51 --- /dev/null +++ b/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a8489be8ace252087dce677ff6051dc808b197887c44cffec664b14673d4a838 +size 347289632 diff --git a/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q3_K_L.gguf b/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q3_K_L.gguf new file mode 100644 index 0000000..a042654 --- /dev/null +++ b/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:25fc99cafd349925c7389801519700d09d3286276b4fcf6b55d102359d3842f9 +size 435344416 diff --git a/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q3_K_M.gguf b/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q3_K_M.gguf new file mode 100644 index 0000000..665990a --- /dev/null +++ b/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0520fb9f6068c325e6e5471cbfce1bde2c08593fd17a65830acc06b1ad2053c5 +size 413979680 diff --git a/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q3_K_S.gguf b/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q3_K_S.gguf new file mode 100644 index 0000000..9ee7cb9 --- /dev/null +++ b/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:10d5c167c4f9f1c76e6c26361d88868476ae9ef089047aec39d96847f5330b79 +size 389927968 diff --git a/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q4_K_M.gguf b/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q4_K_M.gguf new file mode 100644 index 0000000..ecdf8b5 --- /dev/null +++ b/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:841c3432736ce40bdf1eaca317fa3ee8313585627c90b5495c8393fdfb051936 +size 484220960 diff --git a/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q4_K_S.gguf b/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q4_K_S.gguf new file mode 100644 index 0000000..48e72eb --- /dev/null +++ b/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ee124543f879d52e5cd1b2b06c5c46715c020e9b228f79b5b1750bf3ef3a5d24 +size 470786080 diff --git a/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q5_K_M.gguf b/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q5_K_M.gguf new file mode 100644 index 0000000..77a2773 --- /dev/null +++ b/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:823e9a03f171bb805c8cf44b72bf623fa0f1101f9526e5f12ebe1644f91331e1 +size 551378976 diff --git a/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q5_K_S.gguf b/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q5_K_S.gguf new file mode 100644 index 0000000..337ede4 --- /dev/null +++ b/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:64644885ea68df64bcea5bbf8d80149a279ecaf39d05c9af71a83eae2c89b416 +size 543580192 diff --git a/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q6_K.gguf b/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q6_K.gguf new file mode 100644 index 0000000..a4a9d75 --- /dev/null +++ b/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f63fa0dadac29503ed212445853a546cbd361cc4e7731c01fe239414513329d0 +size 622734368 diff --git a/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q8_0.gguf b/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q8_0.gguf new file mode 100644 index 0000000..924f43f --- /dev/null +++ b/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ffaf8cbaf40ef9d9135e6930ed15f6ec4f8961308c9c24765063cab79adfa40e +size 804754464 diff --git a/Prompt-Injection-classifier-simple-Qwen-3-0.6b.f16.gguf b/Prompt-Injection-classifier-simple-Qwen-3-0.6b.f16.gguf new file mode 100644 index 0000000..0a3ae18 --- /dev/null +++ b/Prompt-Injection-classifier-simple-Qwen-3-0.6b.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1bcc8acba9a71394914b7ce30e7b661490578de67fd86d080e7d94bbd51c1d0a +size 1509348384 diff --git a/README.md b/README.md new file mode 100644 index 0000000..176cf72 --- /dev/null +++ b/README.md @@ -0,0 +1,81 @@ +--- +base_model: Lilbullet/Prompt-Injection-classifier-simple-Qwen-3-0.6b +datasets: +- Lilbullet/prompt-injection-artificial-GPTOSS120b +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- security +- promptinjection +- blueteam +- redteam +- injection +- detection +--- +## About + + + + + + + + + +static quants of https://huggingface.co/Lilbullet/Prompt-Injection-classifier-simple-Qwen-3-0.6b + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Prompt-Injection-classifier-simple-Qwen-3-0.6b-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-simple-Qwen-3-0.6b-GGUF/resolve/main/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q2_K.gguf) | Q2_K | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/Prompt-Injection-classifier-simple-Qwen-3-0.6b-GGUF/resolve/main/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q3_K_S.gguf) | Q3_K_S | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/Prompt-Injection-classifier-simple-Qwen-3-0.6b-GGUF/resolve/main/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q3_K_M.gguf) | Q3_K_M | 0.5 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Prompt-Injection-classifier-simple-Qwen-3-0.6b-GGUF/resolve/main/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q3_K_L.gguf) | Q3_K_L | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/Prompt-Injection-classifier-simple-Qwen-3-0.6b-GGUF/resolve/main/Prompt-Injection-classifier-simple-Qwen-3-0.6b.IQ4_XS.gguf) | IQ4_XS | 0.6 | | +| [GGUF](https://huggingface.co/mradermacher/Prompt-Injection-classifier-simple-Qwen-3-0.6b-GGUF/resolve/main/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q4_K_S.gguf) | Q4_K_S | 0.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Prompt-Injection-classifier-simple-Qwen-3-0.6b-GGUF/resolve/main/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q4_K_M.gguf) | Q4_K_M | 0.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Prompt-Injection-classifier-simple-Qwen-3-0.6b-GGUF/resolve/main/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q5_K_S.gguf) | Q5_K_S | 0.6 | | +| [GGUF](https://huggingface.co/mradermacher/Prompt-Injection-classifier-simple-Qwen-3-0.6b-GGUF/resolve/main/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q5_K_M.gguf) | Q5_K_M | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/Prompt-Injection-classifier-simple-Qwen-3-0.6b-GGUF/resolve/main/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q6_K.gguf) | Q6_K | 0.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Prompt-Injection-classifier-simple-Qwen-3-0.6b-GGUF/resolve/main/Prompt-Injection-classifier-simple-Qwen-3-0.6b.Q8_0.gguf) | Q8_0 | 0.9 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Prompt-Injection-classifier-simple-Qwen-3-0.6b-GGUF/resolve/main/Prompt-Injection-classifier-simple-Qwen-3-0.6b.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. + +