commit eb406f20578fefb30a95fefdc38db10c608cfbba Author: ModelHub XC Date: Wed Aug 26 11:22:17 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/greprag-0.6b-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..9beaa92 --- /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 +greprag-0.6b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +greprag-0.6b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +greprag-0.6b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +greprag-0.6b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +greprag-0.6b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +greprag-0.6b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +greprag-0.6b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +greprag-0.6b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +greprag-0.6b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +greprag-0.6b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +greprag-0.6b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +greprag-0.6b.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..edd9b39 --- /dev/null +++ b/README.md @@ -0,0 +1,72 @@ +--- +base_model: greprag0/greprag-0.6b +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/greprag0/greprag-0.6b + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#greprag-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/greprag-0.6b-GGUF/resolve/main/greprag-0.6b.Q2_K.gguf) | Q2_K | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/greprag-0.6b-GGUF/resolve/main/greprag-0.6b.Q3_K_S.gguf) | Q3_K_S | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/greprag-0.6b-GGUF/resolve/main/greprag-0.6b.Q3_K_M.gguf) | Q3_K_M | 0.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/greprag-0.6b-GGUF/resolve/main/greprag-0.6b.Q3_K_L.gguf) | Q3_K_L | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/greprag-0.6b-GGUF/resolve/main/greprag-0.6b.IQ4_XS.gguf) | IQ4_XS | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/greprag-0.6b-GGUF/resolve/main/greprag-0.6b.Q4_K_S.gguf) | Q4_K_S | 0.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/greprag-0.6b-GGUF/resolve/main/greprag-0.6b.Q4_K_M.gguf) | Q4_K_M | 0.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/greprag-0.6b-GGUF/resolve/main/greprag-0.6b.Q5_K_S.gguf) | Q5_K_S | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/greprag-0.6b-GGUF/resolve/main/greprag-0.6b.Q5_K_M.gguf) | Q5_K_M | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/greprag-0.6b-GGUF/resolve/main/greprag-0.6b.Q6_K.gguf) | Q6_K | 0.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/greprag-0.6b-GGUF/resolve/main/greprag-0.6b.Q8_0.gguf) | Q8_0 | 0.7 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/greprag-0.6b-GGUF/resolve/main/greprag-0.6b.f16.gguf) | f16 | 1.3 | 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/greprag-0.6b.IQ4_XS.gguf b/greprag-0.6b.IQ4_XS.gguf new file mode 100644 index 0000000..40ea6ba --- /dev/null +++ b/greprag-0.6b.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:819a1d635340c704781babbba36e5343a6ab4d487077503d1671dcf627da0c01 +size 369278176 diff --git a/greprag-0.6b.Q2_K.gguf b/greprag-0.6b.Q2_K.gguf new file mode 100644 index 0000000..38dadd6 --- /dev/null +++ b/greprag-0.6b.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:02a29626b480c977a613b44568b894c38f5e825bd7e5608bc21cf543967a1b9e +size 296238304 diff --git a/greprag-0.6b.Q3_K_L.gguf b/greprag-0.6b.Q3_K_L.gguf new file mode 100644 index 0000000..e8ce151 --- /dev/null +++ b/greprag-0.6b.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:426cd0349979fd40d47b4a2e0f89aa9855338836f5ee31d02e479bf75fb00a7e +size 368491744 diff --git a/greprag-0.6b.Q3_K_M.gguf b/greprag-0.6b.Q3_K_M.gguf new file mode 100644 index 0000000..5237708 --- /dev/null +++ b/greprag-0.6b.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f17b32c59ead50cc6ade3159a51d50f9a9a228c80df2525eaf0f06a2615befd1 +size 347127008 diff --git a/greprag-0.6b.Q3_K_S.gguf b/greprag-0.6b.Q3_K_S.gguf new file mode 100644 index 0000000..3b77377 --- /dev/null +++ b/greprag-0.6b.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0284361b10bd7be86f64b0bd2d143cafffd6a6eb01ceaf6fb6051640d847fd1 +size 323075296 diff --git a/greprag-0.6b.Q4_K_M.gguf b/greprag-0.6b.Q4_K_M.gguf new file mode 100644 index 0000000..20a4054 --- /dev/null +++ b/greprag-0.6b.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d60f3bb4c388acc04bef030ac55a05086fd183a65a6b965dfa55b27dc7faf85 +size 396704992 diff --git a/greprag-0.6b.Q4_K_S.gguf b/greprag-0.6b.Q4_K_S.gguf new file mode 100644 index 0000000..4559390 --- /dev/null +++ b/greprag-0.6b.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:461d91b826cb183d69ae983bfe8cb33eb45da3439de31bcc5205b6be74908526 +size 383270112 diff --git a/greprag-0.6b.Q5_K_M.gguf b/greprag-0.6b.Q5_K_M.gguf new file mode 100644 index 0000000..67098fa --- /dev/null +++ b/greprag-0.6b.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a0f236d023ccd1477e143ad9437cd48e9659237ae7c6214b547b5d5aae31a1a +size 444415200 diff --git a/greprag-0.6b.Q5_K_S.gguf b/greprag-0.6b.Q5_K_S.gguf new file mode 100644 index 0000000..0f09131 --- /dev/null +++ b/greprag-0.6b.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:35f61619d88c3354b7b5ebfb364abcc4d7d7ef69745430ceccac2b8b804c007e +size 436616416 diff --git a/greprag-0.6b.Q6_K.gguf b/greprag-0.6b.Q6_K.gguf new file mode 100644 index 0000000..f93b0af --- /dev/null +++ b/greprag-0.6b.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ba488e34055f4704526d15fa25b5c6111c5c29545e9510a615b082e160e24ee +size 495107296 diff --git a/greprag-0.6b.Q8_0.gguf b/greprag-0.6b.Q8_0.gguf new file mode 100644 index 0000000..3d2a7b3 --- /dev/null +++ b/greprag-0.6b.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3ee771f55d907e2f17420bf65f90237d1be09beb64e077f662de1f55b1f8ef2e +size 639447264 diff --git a/greprag-0.6b.f16.gguf b/greprag-0.6b.f16.gguf new file mode 100644 index 0000000..a66143a --- /dev/null +++ b/greprag-0.6b.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1d6453e14826d2bae2ce21f4cba49c5d2ed570da6af97aeccc1c66d5803589be +size 1198182624