commit ad57841f6cfe387b8b355cfe143d3828313d52eb Author: ModelHub XC Date: Fri Oct 23 08:33:13 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: prithivMLmods/DynaGuard-AIO-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..53d7257 --- /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 +*.bin.* filter=lfs diff=lfs merge=lfs -text +*.bz2 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 +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack 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 +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +saved_model/**/* 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 +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zstandard filter=lfs diff=lfs merge=lfs -text +*.tfevents* filter=lfs diff=lfs merge=lfs -text +*.db* filter=lfs diff=lfs merge=lfs -text +*.ark* filter=lfs diff=lfs merge=lfs -text +**/*ckpt*data* filter=lfs diff=lfs merge=lfs -text +**/*ckpt*.meta filter=lfs diff=lfs merge=lfs -text +**/*ckpt*.index filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.gguf* filter=lfs diff=lfs merge=lfs -text +*.ggml filter=lfs diff=lfs merge=lfs -text +*.llamafile* filter=lfs diff=lfs merge=lfs -text +*.pt2 filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text \ No newline at end of file diff --git a/DynaGuard-1.7B.BF16.gguf b/DynaGuard-1.7B.BF16.gguf new file mode 100644 index 0000000..da16145 --- /dev/null +++ b/DynaGuard-1.7B.BF16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d4856bd9f1fb01133c09ec315961c93816e927e063a7627f2d5206cca2b32af +size 3447349024 diff --git a/DynaGuard-1.7B.F16.gguf b/DynaGuard-1.7B.F16.gguf new file mode 100644 index 0000000..2922b41 --- /dev/null +++ b/DynaGuard-1.7B.F16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1be6397ec99c6e1dfb1a0bd68545864081b4a79ae07ad7db6ede6d466ae60031 +size 3447349024 diff --git a/DynaGuard-1.7B.F32.gguf b/DynaGuard-1.7B.F32.gguf new file mode 100644 index 0000000..80076d1 --- /dev/null +++ b/DynaGuard-1.7B.F32.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8e1e4363a554ee23f5e805f884bf9da17ab35c122abdef58cbd96cc3d5266129 +size 6888251168 diff --git a/DynaGuard-1.7B.Q2_K.gguf b/DynaGuard-1.7B.Q2_K.gguf new file mode 100644 index 0000000..c400c00 --- /dev/null +++ b/DynaGuard-1.7B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2827226e1be68d3fdab801a98a927971593feb636b3b203a8955671ed77a29b8 +size 777795360 diff --git a/DynaGuard-1.7B.Q3_K_L.gguf b/DynaGuard-1.7B.Q3_K_L.gguf new file mode 100644 index 0000000..a8646c7 --- /dev/null +++ b/DynaGuard-1.7B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:89be2ef1991a5e8da3df289a768f641930c8520513516cbf046a8142ca8d8eaf +size 1003501344 diff --git a/DynaGuard-1.7B.Q3_K_M.gguf b/DynaGuard-1.7B.Q3_K_M.gguf new file mode 100644 index 0000000..26ea9bf --- /dev/null +++ b/DynaGuard-1.7B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d476c5971eb3e686facc1b8056d9a9a03b723b80de896994fdb03ea81a5b9183 +size 939538208 diff --git a/DynaGuard-1.7B.Q3_K_S.gguf b/DynaGuard-1.7B.Q3_K_S.gguf new file mode 100644 index 0000000..a31cd2e --- /dev/null +++ b/DynaGuard-1.7B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:326331fba819fdc34f1838ca1b57c2f06bc8b1f3636adea2952650c64d1edc58 +size 867252000 diff --git a/DynaGuard-1.7B.Q4_0.gguf b/DynaGuard-1.7B.Q4_0.gguf new file mode 100644 index 0000000..4ca5240 --- /dev/null +++ b/DynaGuard-1.7B.Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0ae0417d2e4dc92036173c31af04fbf964c139950b493ddfe041460d3f36442a +size 1054422816 diff --git a/DynaGuard-1.7B.Q4_1.gguf b/DynaGuard-1.7B.Q4_1.gguf new file mode 100644 index 0000000..96925d6 --- /dev/null +++ b/DynaGuard-1.7B.Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f11d58e9fce3baf378a5af4fc149ef36acae8b8597386164eced5094bbefe05 +size 1142503200 diff --git a/DynaGuard-1.7B.Q4_K.gguf b/DynaGuard-1.7B.Q4_K.gguf new file mode 100644 index 0000000..dc91af9 --- /dev/null +++ b/DynaGuard-1.7B.Q4_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1725c9bb14343a8d68906a4a668abb93f99d82846e650a4613cf964e9522c9db +size 1107408672 diff --git a/DynaGuard-1.7B.Q4_K_M.gguf b/DynaGuard-1.7B.Q4_K_M.gguf new file mode 100644 index 0000000..dc91af9 --- /dev/null +++ b/DynaGuard-1.7B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1725c9bb14343a8d68906a4a668abb93f99d82846e650a4613cf964e9522c9db +size 1107408672 diff --git a/DynaGuard-1.7B.Q4_K_S.gguf b/DynaGuard-1.7B.Q4_K_S.gguf new file mode 100644 index 0000000..ef8f919 --- /dev/null +++ b/DynaGuard-1.7B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:883dbad6b11ca694faaf32cbd7d89e1ab1f67d6230d52dcbcdd99de8ad6a1683 +size 1060189984 diff --git a/DynaGuard-1.7B.Q5_0.gguf b/DynaGuard-1.7B.Q5_0.gguf new file mode 100644 index 0000000..f92138f --- /dev/null +++ b/DynaGuard-1.7B.Q5_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a4b5bfce8beff408d1ffc6c231a88f1b6ebe1bc6cb824fcec8f359531f372641 +size 1230583584 diff --git a/DynaGuard-1.7B.Q5_1.gguf b/DynaGuard-1.7B.Q5_1.gguf new file mode 100644 index 0000000..06d721b --- /dev/null +++ b/DynaGuard-1.7B.Q5_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:874292be47bce5a97372eee88192dc24c4b56b44a9cd4fa21adaa6a6d57c0f48 +size 1318663968 diff --git a/DynaGuard-1.7B.Q5_K.gguf b/DynaGuard-1.7B.Q5_K.gguf new file mode 100644 index 0000000..4f357c3 --- /dev/null +++ b/DynaGuard-1.7B.Q5_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b0957929e00fc361525739a2daf57548ce6ff70b71bb398adc264b82253a1a6e +size 1257879328 diff --git a/DynaGuard-1.7B.Q5_K_M.gguf b/DynaGuard-1.7B.Q5_K_M.gguf new file mode 100644 index 0000000..4f357c3 --- /dev/null +++ b/DynaGuard-1.7B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b0957929e00fc361525739a2daf57548ce6ff70b71bb398adc264b82253a1a6e +size 1257879328 diff --git a/DynaGuard-1.7B.Q5_K_S.gguf b/DynaGuard-1.7B.Q5_K_S.gguf new file mode 100644 index 0000000..271c134 --- /dev/null +++ b/DynaGuard-1.7B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef8edf6cc8104316d901204cad5524479a8c66bd4138282f4fcc718a66c74157 +size 1230583584 diff --git a/DynaGuard-1.7B.Q6_K.gguf b/DynaGuard-1.7B.Q6_K.gguf new file mode 100644 index 0000000..fd52c64 --- /dev/null +++ b/DynaGuard-1.7B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:64a054cf81873ad4578c4568494e377a7a6b4f994bc45cf95b42221a7069c513 +size 1417754400 diff --git a/DynaGuard-1.7B.Q8_0.gguf b/DynaGuard-1.7B.Q8_0.gguf new file mode 100644 index 0000000..583a012 --- /dev/null +++ b/DynaGuard-1.7B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b4c2c6793db4f396f37c4f805944642f01570d536621ec35288c5edee9f320ac +size 1834426144 diff --git a/DynaGuard-4B.BF16.gguf b/DynaGuard-4B.BF16.gguf new file mode 100644 index 0000000..a94284b --- /dev/null +++ b/DynaGuard-4B.BF16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7230f517402ff434724b48a11ed7e483d4f636f5c61c262392491289b114f089 +size 8051284864 diff --git a/DynaGuard-4B.F16.gguf b/DynaGuard-4B.F16.gguf new file mode 100644 index 0000000..2508ca0 --- /dev/null +++ b/DynaGuard-4B.F16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:083f25cdbedc965eca68f3d97b6b1fb6eea112fbf17d919eacbd5b3c77119a63 +size 8051284864 diff --git a/DynaGuard-4B.F32.gguf b/DynaGuard-4B.F32.gguf new file mode 100644 index 0000000..e5d8b15 --- /dev/null +++ b/DynaGuard-4B.F32.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e2aeceacbf0a71d13e9412dc4f4994afc053e3a11bd168e2d56bb69ff3177ddb +size 16095828864 diff --git a/DynaGuard-4B.Q2_K.gguf b/DynaGuard-4B.Q2_K.gguf new file mode 100644 index 0000000..83042ac --- /dev/null +++ b/DynaGuard-4B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d853528c91218c16981bb169527205756725d0a5aa57e8ae29c9f4614c6e2322 +size 1669499264 diff --git a/DynaGuard-4B.Q3_K_L.gguf b/DynaGuard-4B.Q3_K_L.gguf new file mode 100644 index 0000000..979007e --- /dev/null +++ b/DynaGuard-4B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:80c0a105e13c9ecaa67e1f5af975e960bcba4df277040b89e64ac0f3dff7a4c0 +size 2239785344 diff --git a/DynaGuard-4B.Q3_K_M.gguf b/DynaGuard-4B.Q3_K_M.gguf new file mode 100644 index 0000000..78a1bba --- /dev/null +++ b/DynaGuard-4B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dfaa8c5028ca66bfcae32498bf7b60e603c030919dfe072eb0f35f24e71379a7 +size 2075617664 diff --git a/DynaGuard-4B.Q3_K_S.gguf b/DynaGuard-4B.Q3_K_S.gguf new file mode 100644 index 0000000..183ef1d --- /dev/null +++ b/DynaGuard-4B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:60cd3c09cb0ad2bbfc37630aa0dc030d6f9d1ee6d40ea4adb4bbb18396e0d91d +size 1886996864 diff --git a/DynaGuard-4B.Q4_K_M.gguf b/DynaGuard-4B.Q4_K_M.gguf new file mode 100644 index 0000000..7546f76 --- /dev/null +++ b/DynaGuard-4B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:027ca0ee19f8baa4441663a54c5ea0a8946ac50efbefe9cda4706b3190e95921 +size 2497280384 diff --git a/DynaGuard-4B.Q4_K_S.gguf b/DynaGuard-4B.Q4_K_S.gguf new file mode 100644 index 0000000..fb5383b --- /dev/null +++ b/DynaGuard-4B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:27a021c92d4e56e2edec06cc59eb62a905e45fef1cccc62b8a604c2de5475fd6 +size 2383309184 diff --git a/DynaGuard-4B.Q5_K_M.gguf b/DynaGuard-4B.Q5_K_M.gguf new file mode 100644 index 0000000..4447c4d --- /dev/null +++ b/DynaGuard-4B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d8959b40d36c674cc7fed7d3450c01cc3143c9a9485abb510790ae3f84f9ed2c +size 2889513344 diff --git a/DynaGuard-4B.Q5_K_S.gguf b/DynaGuard-4B.Q5_K_S.gguf new file mode 100644 index 0000000..d35665a --- /dev/null +++ b/DynaGuard-4B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6050a32cebed53aae0956ecd3ed6378cc0c5d797dd2014b865cae5ecfa0c2d83 +size 2823711104 diff --git a/DynaGuard-4B.Q6_K.gguf b/DynaGuard-4B.Q6_K.gguf new file mode 100644 index 0000000..273c771 --- /dev/null +++ b/DynaGuard-4B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:598427af69e622c4da8188bcbe7eeef45d2df46bb1988c9a68fac35068fe0deb +size 3306260864 diff --git a/DynaGuard-4B.Q8_0.gguf b/DynaGuard-4B.Q8_0.gguf new file mode 100644 index 0000000..108563f --- /dev/null +++ b/DynaGuard-4B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c6a09bd0bc0565852320bf50118e138fd368a880a64346d7892de2577b87f911 +size 4280404864 diff --git a/README.md b/README.md new file mode 100644 index 0000000..24462a8 --- /dev/null +++ b/README.md @@ -0,0 +1,69 @@ +--- +license: apache-2.0 +base_model: +- tomg-group-umd/DynaGuard-4B +- tomg-group-umd/DynaGuard-1.7B +language: +- en +pipeline_tag: text-generation +library_name: transformers +tags: +- text-generation-inference +--- + +# **DynaGuard-AIO-GGUF** + +> DynaGuard is a dynamic guardrail model framework that enables user-defined content moderation policies for generative AI, providing real-time, configurable controls on both model inputs and outputs. It employs ultralightweight, efficient models optimized for on-device or cloud deployments, allowing organizations to protect against risks like data leakage, PII exposure, toxicity, jailbreaking, and prompt injection with sub-50ms latency and minimal compute overhead. Users can create custom guardrails in natural language, tailoring moderation behaviors, targeted content categories, and downstream actions, making DynaGuard ideal for enterprise AI security, compliance, and safe application development across diverse hardware platforms. + +## Model Files + +### DynaGuard-1.7B + +| File Name | Quant Type | File Size | +| - | - | - | +| DynaGuard-1.7B.BF16.gguf | BF16 | 3.45 GB | +| DynaGuard-1.7B.F16.gguf | F16 | 3.45 GB | +| DynaGuard-1.7B.F32.gguf | F32 | 6.89 GB | +| DynaGuard-1.7B.Q2_K.gguf | Q2_K | 778 MB | +| DynaGuard-1.7B.Q3_K_L.gguf | Q3_K_L | 1 GB | +| DynaGuard-1.7B.Q3_K_M.gguf | Q3_K_M | 940 MB | +| DynaGuard-1.7B.Q3_K_S.gguf | Q3_K_S | 867 MB | +| DynaGuard-1.7B.Q4_0.gguf | Q4_0 | 1.05 GB | +| DynaGuard-1.7B.Q4_1.gguf | Q4_1 | 1.14 GB | +| DynaGuard-1.7B.Q4_K.gguf | Q4_K | 1.11 GB | +| DynaGuard-1.7B.Q4_K_M.gguf | Q4_K_M | 1.11 GB | +| DynaGuard-1.7B.Q4_K_S.gguf | Q4_K_S | 1.06 GB | +| DynaGuard-1.7B.Q5_0.gguf | Q5_0 | 1.23 GB | +| DynaGuard-1.7B.Q5_1.gguf | Q5_1 | 1.32 GB | +| DynaGuard-1.7B.Q5_K.gguf | Q5_K | 1.26 GB | +| DynaGuard-1.7B.Q5_K_M.gguf | Q5_K_M | 1.26 GB | +| DynaGuard-1.7B.Q5_K_S.gguf | Q5_K_S | 1.23 GB | +| DynaGuard-1.7B.Q6_K.gguf | Q6_K | 1.42 GB | +| DynaGuard-1.7B.Q8_0.gguf | Q8_0 | 1.83 GB | + +### DynaGuard-4B + +| File Name | Quant Type | File Size | +| - | - | - | +| DynaGuard-4B.BF16.gguf | BF16 | 8.05 GB | +| DynaGuard-4B.F16.gguf | F16 | 8.05 GB | +| DynaGuard-4B.F32.gguf | F32 | 16.1 GB | +| DynaGuard-4B.Q2_K.gguf | Q2_K | 1.67 GB | +| DynaGuard-4B.Q3_K_L.gguf | Q3_K_L | 2.24 GB | +| DynaGuard-4B.Q3_K_M.gguf | Q3_K_M | 2.08 GB | +| DynaGuard-4B.Q3_K_S.gguf | Q3_K_S | 1.89 GB | +| DynaGuard-4B.Q4_K_M.gguf | Q4_K_M | 2.5 GB | +| DynaGuard-4B.Q4_K_S.gguf | Q4_K_S | 2.38 GB | +| DynaGuard-4B.Q5_K_M.gguf | Q5_K_M | 2.89 GB | +| DynaGuard-4B.Q5_K_S.gguf | Q5_K_S | 2.82 GB | +| DynaGuard-4B.Q6_K.gguf | Q6_K | 3.31 GB | +| DynaGuard-4B.Q8_0.gguf | Q8_0 | 4.28 GB | + +## Quants Usage + +(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) + +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) \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..5d0c447 --- /dev/null +++ b/config.json @@ -0,0 +1,3 @@ +{ + "model_type": "qwen3" +} \ No newline at end of file diff --git a/configuration.json b/configuration.json new file mode 100644 index 0000000..bbeeda1 --- /dev/null +++ b/configuration.json @@ -0,0 +1 @@ +{"framework": "pytorch", "task": "text-generation", "allow_remote": true} \ No newline at end of file