commit 40c9f6dbe9ccdbfb2468e5abcca686b3be9a001d Author: ModelHub XC Date: Thu May 7 08:11:48 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/RealGuardrails-Qwen2.5-7B-SFT-weak-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..f61c9d0 --- /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 +RealGuardrails-Qwen2.5-7B-SFT-weak.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +RealGuardrails-Qwen2.5-7B-SFT-weak.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +RealGuardrails-Qwen2.5-7B-SFT-weak.f16.gguf filter=lfs diff=lfs merge=lfs -text +RealGuardrails-Qwen2.5-7B-SFT-weak.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +RealGuardrails-Qwen2.5-7B-SFT-weak.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +RealGuardrails-Qwen2.5-7B-SFT-weak.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +RealGuardrails-Qwen2.5-7B-SFT-weak.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +RealGuardrails-Qwen2.5-7B-SFT-weak.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +RealGuardrails-Qwen2.5-7B-SFT-weak.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +RealGuardrails-Qwen2.5-7B-SFT-weak.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +RealGuardrails-Qwen2.5-7B-SFT-weak.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +RealGuardrails-Qwen2.5-7B-SFT-weak.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..1e7b7ba --- /dev/null +++ b/README.md @@ -0,0 +1,66 @@ +--- +base_model: normster/RealGuardrails-Qwen2.5-7B-SFT-weak +datasets: +- normster/RealGuardrails +language: +- en +library_name: transformers +license: mit +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/normster/RealGuardrails-Qwen2.5-7B-SFT-weak + + +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/RealGuardrails-Qwen2.5-7B-SFT-weak-GGUF/resolve/main/RealGuardrails-Qwen2.5-7B-SFT-weak.Q2_K.gguf) | Q2_K | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/RealGuardrails-Qwen2.5-7B-SFT-weak-GGUF/resolve/main/RealGuardrails-Qwen2.5-7B-SFT-weak.Q3_K_S.gguf) | Q3_K_S | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/RealGuardrails-Qwen2.5-7B-SFT-weak-GGUF/resolve/main/RealGuardrails-Qwen2.5-7B-SFT-weak.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/RealGuardrails-Qwen2.5-7B-SFT-weak-GGUF/resolve/main/RealGuardrails-Qwen2.5-7B-SFT-weak.Q3_K_L.gguf) | Q3_K_L | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/RealGuardrails-Qwen2.5-7B-SFT-weak-GGUF/resolve/main/RealGuardrails-Qwen2.5-7B-SFT-weak.IQ4_XS.gguf) | IQ4_XS | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/RealGuardrails-Qwen2.5-7B-SFT-weak-GGUF/resolve/main/RealGuardrails-Qwen2.5-7B-SFT-weak.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/RealGuardrails-Qwen2.5-7B-SFT-weak-GGUF/resolve/main/RealGuardrails-Qwen2.5-7B-SFT-weak.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/RealGuardrails-Qwen2.5-7B-SFT-weak-GGUF/resolve/main/RealGuardrails-Qwen2.5-7B-SFT-weak.Q5_K_S.gguf) | Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/RealGuardrails-Qwen2.5-7B-SFT-weak-GGUF/resolve/main/RealGuardrails-Qwen2.5-7B-SFT-weak.Q5_K_M.gguf) | Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/RealGuardrails-Qwen2.5-7B-SFT-weak-GGUF/resolve/main/RealGuardrails-Qwen2.5-7B-SFT-weak.Q6_K.gguf) | Q6_K | 6.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/RealGuardrails-Qwen2.5-7B-SFT-weak-GGUF/resolve/main/RealGuardrails-Qwen2.5-7B-SFT-weak.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/RealGuardrails-Qwen2.5-7B-SFT-weak-GGUF/resolve/main/RealGuardrails-Qwen2.5-7B-SFT-weak.f16.gguf) | f16 | 15.3 | 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/RealGuardrails-Qwen2.5-7B-SFT-weak.IQ4_XS.gguf b/RealGuardrails-Qwen2.5-7B-SFT-weak.IQ4_XS.gguf new file mode 100644 index 0000000..527b903 --- /dev/null +++ b/RealGuardrails-Qwen2.5-7B-SFT-weak.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:233843517671847d8c9cbe260cc0f1888e113c2b787378c71a752ee0fc7bb89d +size 4250297824 diff --git a/RealGuardrails-Qwen2.5-7B-SFT-weak.Q2_K.gguf b/RealGuardrails-Qwen2.5-7B-SFT-weak.Q2_K.gguf new file mode 100644 index 0000000..b2c3b9e --- /dev/null +++ b/RealGuardrails-Qwen2.5-7B-SFT-weak.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1cd862eee45c73f836e6c95c69db6ad7b2279b0f6b6316c206737e1c4cccbeb9 +size 3015939552 diff --git a/RealGuardrails-Qwen2.5-7B-SFT-weak.Q3_K_L.gguf b/RealGuardrails-Qwen2.5-7B-SFT-weak.Q3_K_L.gguf new file mode 100644 index 0000000..fbc88ec --- /dev/null +++ b/RealGuardrails-Qwen2.5-7B-SFT-weak.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:676789bd77c01e5179737f18969a9b2cda726ca40325bb18c664d19def9f89ce +size 4088458720 diff --git a/RealGuardrails-Qwen2.5-7B-SFT-weak.Q3_K_M.gguf b/RealGuardrails-Qwen2.5-7B-SFT-weak.Q3_K_M.gguf new file mode 100644 index 0000000..f558126 --- /dev/null +++ b/RealGuardrails-Qwen2.5-7B-SFT-weak.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99843f60538d9abc160872e75baab621671e8463f907b5c563fd77786ec57b86 +size 3808390624 diff --git a/RealGuardrails-Qwen2.5-7B-SFT-weak.Q3_K_S.gguf b/RealGuardrails-Qwen2.5-7B-SFT-weak.Q3_K_S.gguf new file mode 100644 index 0000000..7e484ae --- /dev/null +++ b/RealGuardrails-Qwen2.5-7B-SFT-weak.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6a2d0ce1010dce46e03801e70db878700523f761a8c4450da03c385375e7aa8c +size 3492367840 diff --git a/RealGuardrails-Qwen2.5-7B-SFT-weak.Q4_K_M.gguf b/RealGuardrails-Qwen2.5-7B-SFT-weak.Q4_K_M.gguf new file mode 100644 index 0000000..6c0536c --- /dev/null +++ b/RealGuardrails-Qwen2.5-7B-SFT-weak.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:29a6f28e7ebd2f8d54580daa289dee311713fb08150bff35c3e2783dc5ba0661 +size 4683072992 diff --git a/RealGuardrails-Qwen2.5-7B-SFT-weak.Q4_K_S.gguf b/RealGuardrails-Qwen2.5-7B-SFT-weak.Q4_K_S.gguf new file mode 100644 index 0000000..5f123ee --- /dev/null +++ b/RealGuardrails-Qwen2.5-7B-SFT-weak.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:55f69fd499d327f6320e82f0f99ebb84e0deb401fd396930ca5bfddc86954a0f +size 4457768416 diff --git a/RealGuardrails-Qwen2.5-7B-SFT-weak.Q5_K_M.gguf b/RealGuardrails-Qwen2.5-7B-SFT-weak.Q5_K_M.gguf new file mode 100644 index 0000000..9fa3276 --- /dev/null +++ b/RealGuardrails-Qwen2.5-7B-SFT-weak.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b6700c7bfad62a9b2016f041c046287fd1522c5134853dc5af778d0b8bbf9b9a +size 5444830688 diff --git a/RealGuardrails-Qwen2.5-7B-SFT-weak.Q5_K_S.gguf b/RealGuardrails-Qwen2.5-7B-SFT-weak.Q5_K_S.gguf new file mode 100644 index 0000000..90c03f6 --- /dev/null +++ b/RealGuardrails-Qwen2.5-7B-SFT-weak.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1717e932787d54cd57029ea69e8c1ffb3d79ea731367fd2e96a4979e5228e903 +size 5315175904 diff --git a/RealGuardrails-Qwen2.5-7B-SFT-weak.Q6_K.gguf b/RealGuardrails-Qwen2.5-7B-SFT-weak.Q6_K.gguf new file mode 100644 index 0000000..175d512 --- /dev/null +++ b/RealGuardrails-Qwen2.5-7B-SFT-weak.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ee78f13601712eb33b31c4085fc1b4af2067a377ae478c89564d37b759499039 +size 6254198240 diff --git a/RealGuardrails-Qwen2.5-7B-SFT-weak.Q8_0.gguf b/RealGuardrails-Qwen2.5-7B-SFT-weak.Q8_0.gguf new file mode 100644 index 0000000..4c457aa --- /dev/null +++ b/RealGuardrails-Qwen2.5-7B-SFT-weak.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c39e5679a02fa790334f7f28390d73d1b524f8d5084975b12d800def01ae76f9 +size 8098524640 diff --git a/RealGuardrails-Qwen2.5-7B-SFT-weak.f16.gguf b/RealGuardrails-Qwen2.5-7B-SFT-weak.f16.gguf new file mode 100644 index 0000000..865a9a9 --- /dev/null +++ b/RealGuardrails-Qwen2.5-7B-SFT-weak.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:80b7bc1676fb6e1ad8fc9480a112fc732c82b457db073da0eed12bb0368f0ce7 +size 15237852640