commit b41e1cae85444d7068844b5923d992eb7e459993 Author: ModelHub XC Date: Mon Jun 15 19:40:18 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/ReFunX-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..5417d1e --- /dev/null +++ b/.gitattributes @@ -0,0 +1,45 @@ +*.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 +ReFunX.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ReFunX.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +ReFunX.f16.gguf filter=lfs diff=lfs merge=lfs -text +ReFunX.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ReFunX.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ReFunX.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +ReFunX.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ReFunX.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ReFunX.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ReFunX.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..fae55aa --- /dev/null +++ b/README.md @@ -0,0 +1,72 @@ +--- +base_model: beyoru/ReFunX +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- unsloth +- trl +- sft +--- +## About + + + + + + +static quants of https://huggingface.co/beyoru/ReFunX + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#ReFunX-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/ReFunX-GGUF/resolve/main/ReFunX.Q2_K.gguf) | Q2_K | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/ReFunX-GGUF/resolve/main/ReFunX.Q3_K_S.gguf) | Q3_K_S | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/ReFunX-GGUF/resolve/main/ReFunX.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/ReFunX-GGUF/resolve/main/ReFunX.Q3_K_L.gguf) | Q3_K_L | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/ReFunX-GGUF/resolve/main/ReFunX.IQ4_XS.gguf) | IQ4_XS | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/ReFunX-GGUF/resolve/main/ReFunX.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/ReFunX-GGUF/resolve/main/ReFunX.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/ReFunX-GGUF/resolve/main/ReFunX.Q5_K_S.gguf) | Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/ReFunX-GGUF/resolve/main/ReFunX.Q5_K_M.gguf) | Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/ReFunX-GGUF/resolve/main/ReFunX.Q6_K.gguf) | Q6_K | 6.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/ReFunX-GGUF/resolve/main/ReFunX.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/ReFunX-GGUF/resolve/main/ReFunX.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/ReFunX.IQ4_XS.gguf b/ReFunX.IQ4_XS.gguf new file mode 100644 index 0000000..57072d1 --- /dev/null +++ b/ReFunX.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b45fc0c99a81bf66c7480d8d319aab423bc0d6b12d97cbe8bb6f53bc4536e4c +size 4250298624 diff --git a/ReFunX.Q2_K.gguf b/ReFunX.Q2_K.gguf new file mode 100644 index 0000000..ed8d45e --- /dev/null +++ b/ReFunX.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:24b70531cff9fcd8e2a2289d66de2084778cacef8a91e70eedb7c24bfb8de274 +size 3015940352 diff --git a/ReFunX.Q3_K_L.gguf b/ReFunX.Q3_K_L.gguf new file mode 100644 index 0000000..121242d --- /dev/null +++ b/ReFunX.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:961c20e1cec054b1cafc3fdc6981ff7b845e9f68e22e531b0c2251221120ad78 +size 4088459520 diff --git a/ReFunX.Q3_K_M.gguf b/ReFunX.Q3_K_M.gguf new file mode 100644 index 0000000..d875add --- /dev/null +++ b/ReFunX.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3c6c480a618743436a3762b209a5efc9dd94a5465b8ceed6540d8218eccbea36 +size 3808391424 diff --git a/ReFunX.Q3_K_S.gguf b/ReFunX.Q3_K_S.gguf new file mode 100644 index 0000000..df54128 --- /dev/null +++ b/ReFunX.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b82958defd1969e623d3e41cf9fc6f3dfc98deb0ae638ec21d74f02dfbb6cfa5 +size 3492368640 diff --git a/ReFunX.Q4_K_M.gguf b/ReFunX.Q4_K_M.gguf new file mode 100644 index 0000000..0a6007b --- /dev/null +++ b/ReFunX.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:324d194ae823028f200c18c276b8e0d8e676967bd3e41c9cb632c0c908708eb8 +size 4683073792 diff --git a/ReFunX.Q4_K_S.gguf b/ReFunX.Q4_K_S.gguf new file mode 100644 index 0000000..ad842b0 --- /dev/null +++ b/ReFunX.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0071fa34dc679c03808ab6c12aa97287e23cc2c20b4da12d4d068e9dc849a8a3 +size 4457769216 diff --git a/ReFunX.Q5_K_M.gguf b/ReFunX.Q5_K_M.gguf new file mode 100644 index 0000000..ef46b75 --- /dev/null +++ b/ReFunX.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04231b51bd87707b1a102c5120962ded661784ef547dca623e687ff9dd9799f4 +size 5444831488 diff --git a/ReFunX.Q5_K_S.gguf b/ReFunX.Q5_K_S.gguf new file mode 100644 index 0000000..3421339 --- /dev/null +++ b/ReFunX.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8abf492a7b24899101ea0185740531819e1e9fd545035c3174a1a038f1f4da36 +size 5315176704 diff --git a/ReFunX.Q6_K.gguf b/ReFunX.Q6_K.gguf new file mode 100644 index 0000000..f59ec18 --- /dev/null +++ b/ReFunX.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:18291159901d17ae803e04e6a531d6674b286c77996442759b086e4fbe216c16 +size 6254199040 diff --git a/ReFunX.Q8_0.gguf b/ReFunX.Q8_0.gguf new file mode 100644 index 0000000..dd23c2e --- /dev/null +++ b/ReFunX.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4bcf12cc876e714d8f1bf761facb9af15a7dc08030541d8454c6d1e728380ca6 +size 8098525440 diff --git a/ReFunX.f16.gguf b/ReFunX.f16.gguf new file mode 100644 index 0000000..a8aa3a1 --- /dev/null +++ b/ReFunX.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0e60ff808db568f78dda1e28304d3a3869288aa7e8a8728bacfb0f8a1eea649 +size 15237853440