commit c5003967df42cf920f68bccf61c0f0101115417d Author: ModelHub XC Date: Sun Oct 11 13:35:17 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/retrobust_plusplus_f16-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..848bd65 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,48 @@ +*.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 +retrobust_plusplus_f16.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +retrobust_plusplus_f16.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +retrobust_plusplus_f16.f16.gguf filter=lfs diff=lfs merge=lfs -text +retrobust_plusplus_f16.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +retrobust_plusplus_f16.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +retrobust_plusplus_f16.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +retrobust_plusplus_f16.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +retrobust_plusplus_f16.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +retrobust_plusplus_f16.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +retrobust_plusplus_f16.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +retrobust_plusplus_f16.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +retrobust_plusplus_f16.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +retrobust_plusplus_f16.Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..b384a4d --- /dev/null +++ b/README.md @@ -0,0 +1,72 @@ +--- +base_model: jamessucla/retrobust_plusplus_f16 +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- llama +- trl +- sft +--- +## About + + + + + + +static quants of https://huggingface.co/jamessucla/retrobust_plusplus_f16 + + +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/retrobust_plusplus_f16-GGUF/resolve/main/retrobust_plusplus_f16.Q2_K.gguf) | Q2_K | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/retrobust_plusplus_f16-GGUF/resolve/main/retrobust_plusplus_f16.Q3_K_S.gguf) | Q3_K_S | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/retrobust_plusplus_f16-GGUF/resolve/main/retrobust_plusplus_f16.Q3_K_M.gguf) | Q3_K_M | 0.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/retrobust_plusplus_f16-GGUF/resolve/main/retrobust_plusplus_f16.Q3_K_L.gguf) | Q3_K_L | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/retrobust_plusplus_f16-GGUF/resolve/main/retrobust_plusplus_f16.IQ4_XS.gguf) | IQ4_XS | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/retrobust_plusplus_f16-GGUF/resolve/main/retrobust_plusplus_f16.Q4_0_4_4.gguf) | Q4_0_4_4 | 1.0 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/retrobust_plusplus_f16-GGUF/resolve/main/retrobust_plusplus_f16.Q4_K_S.gguf) | Q4_K_S | 1.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/retrobust_plusplus_f16-GGUF/resolve/main/retrobust_plusplus_f16.Q4_K_M.gguf) | Q4_K_M | 1.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/retrobust_plusplus_f16-GGUF/resolve/main/retrobust_plusplus_f16.Q5_K_S.gguf) | Q5_K_S | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/retrobust_plusplus_f16-GGUF/resolve/main/retrobust_plusplus_f16.Q5_K_M.gguf) | Q5_K_M | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/retrobust_plusplus_f16-GGUF/resolve/main/retrobust_plusplus_f16.Q6_K.gguf) | Q6_K | 1.3 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/retrobust_plusplus_f16-GGUF/resolve/main/retrobust_plusplus_f16.Q8_0.gguf) | Q8_0 | 1.7 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/retrobust_plusplus_f16-GGUF/resolve/main/retrobust_plusplus_f16.f16.gguf) | f16 | 3.1 | 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. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to. + + diff --git a/retrobust_plusplus_f16.IQ4_XS.gguf b/retrobust_plusplus_f16.IQ4_XS.gguf new file mode 100644 index 0000000..c731382 --- /dev/null +++ b/retrobust_plusplus_f16.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:57c4f56bafff6c2a893a375606994d312a2a412cf0c797c3ea635058a0f76a81 +size 887923552 diff --git a/retrobust_plusplus_f16.Q2_K.gguf b/retrobust_plusplus_f16.Q2_K.gguf new file mode 100644 index 0000000..c6e11f7 --- /dev/null +++ b/retrobust_plusplus_f16.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:354a222685f2f184150b655de6867a37582f4990b2e40e78c60e095ec12a7654 +size 667059040 diff --git a/retrobust_plusplus_f16.Q3_K_L.gguf b/retrobust_plusplus_f16.Q3_K_L.gguf new file mode 100644 index 0000000..a7e7a5f --- /dev/null +++ b/retrobust_plusplus_f16.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a83d1462a43e8ace35260f3d19b3e5aa71024a97bdf0e57ba99ced618833791 +size 845386592 diff --git a/retrobust_plusplus_f16.Q3_K_M.gguf b/retrobust_plusplus_f16.Q3_K_M.gguf new file mode 100644 index 0000000..2bc5cb8 --- /dev/null +++ b/retrobust_plusplus_f16.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b606658f664be86fe89b6b3cff97b80d937c4b618e25448ffd070a9dfea64abc +size 803705696 diff --git a/retrobust_plusplus_f16.Q3_K_S.gguf b/retrobust_plusplus_f16.Q3_K_S.gguf new file mode 100644 index 0000000..40c6ef4 --- /dev/null +++ b/retrobust_plusplus_f16.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:32b307d80ba4c974016516fb8df83ccea134beae30df660b01764dad52cb235d +size 754553696 diff --git a/retrobust_plusplus_f16.Q4_0_4_4.gguf b/retrobust_plusplus_f16.Q4_0_4_4.gguf new file mode 100644 index 0000000..74b40a0 --- /dev/null +++ b/retrobust_plusplus_f16.Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8f78c617cf61e58ebd648e468ab9b6d79951ba4fae074dd70362c6c963b76519 +size 918676320 diff --git a/retrobust_plusplus_f16.Q4_K_M.gguf b/retrobust_plusplus_f16.Q4_K_M.gguf new file mode 100644 index 0000000..70b1a05 --- /dev/null +++ b/retrobust_plusplus_f16.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b84267a64780cf773d787c104d3590bd9b342fa4d5b161eb60adfe64a562122a +size 955442016 diff --git a/retrobust_plusplus_f16.Q4_K_S.gguf b/retrobust_plusplus_f16.Q4_K_S.gguf new file mode 100644 index 0000000..e7ec05d --- /dev/null +++ b/retrobust_plusplus_f16.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4a156ce1bba265e3662fc81356e857cb68433c3366c1d4bf646f150982afd63e +size 923394912 diff --git a/retrobust_plusplus_f16.Q5_K_M.gguf b/retrobust_plusplus_f16.Q5_K_M.gguf new file mode 100644 index 0000000..f9f3b34 --- /dev/null +++ b/retrobust_plusplus_f16.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f3cec4bcd55c3466ab7de203c2fe8565fc345251c55290479b6624a237977e1 +size 1092084576 diff --git a/retrobust_plusplus_f16.Q5_K_S.gguf b/retrobust_plusplus_f16.Q5_K_S.gguf new file mode 100644 index 0000000..55eccc9 --- /dev/null +++ b/retrobust_plusplus_f16.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f3bf65586102fcd0f2efe3d7a6eb8cc44876715f91d566e922b11b7364cd0f1e +size 1073144672 diff --git a/retrobust_plusplus_f16.Q6_K.gguf b/retrobust_plusplus_f16.Q6_K.gguf new file mode 100644 index 0000000..e01bb6f --- /dev/null +++ b/retrobust_plusplus_f16.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cc5e9d9f6ae230821977926cba45fdbb1a097ff9edc7233c35575e23379d8007 +size 1237267296 diff --git a/retrobust_plusplus_f16.Q8_0.gguf b/retrobust_plusplus_f16.Q8_0.gguf new file mode 100644 index 0000000..aaa83f8 --- /dev/null +++ b/retrobust_plusplus_f16.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd7d2a62e09a8d691a948ac1425e09233113d8cf407760ae3d0e010117d658b0 +size 1600164704 diff --git a/retrobust_plusplus_f16.f16.gguf b/retrobust_plusplus_f16.f16.gguf new file mode 100644 index 0000000..5f0e6ac --- /dev/null +++ b/retrobust_plusplus_f16.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e2eeeb7940619d2b56c6a893202f224ebf94dbd09ebc65e9da8a12e82d564357 +size 3004928864