commit 70d9e22eba33f8104e16c58427c8ae275d0212b3 Author: ModelHub XC Date: Sat Jun 20 00:32:19 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/Zirel-7B-Math-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..00c6e33 --- /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 +Zirel-7B-Math.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Zirel-7B-Math.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Zirel-7B-Math.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Zirel-7B-Math.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Zirel-7B-Math.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Zirel-7B-Math.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Zirel-7B-Math.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Zirel-7B-Math.f16.gguf filter=lfs diff=lfs merge=lfs -text +Zirel-7B-Math.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Zirel-7B-Math.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Zirel-7B-Math.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Zirel-7B-Math.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..29fb940 --- /dev/null +++ b/README.md @@ -0,0 +1,75 @@ +--- +base_model: Daemontatox/Zirel-7B-Math +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- qwen2 +- trl +--- +## About + + + + + + +static quants of https://huggingface.co/Daemontatox/Zirel-7B-Math + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Zirel-7B-Math-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Zirel-7B-Math-i1-GGUF +## 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/Zirel-7B-Math-GGUF/resolve/main/Zirel-7B-Math.Q2_K.gguf) | Q2_K | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/Zirel-7B-Math-GGUF/resolve/main/Zirel-7B-Math.Q3_K_S.gguf) | Q3_K_S | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/Zirel-7B-Math-GGUF/resolve/main/Zirel-7B-Math.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Zirel-7B-Math-GGUF/resolve/main/Zirel-7B-Math.Q3_K_L.gguf) | Q3_K_L | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/Zirel-7B-Math-GGUF/resolve/main/Zirel-7B-Math.IQ4_XS.gguf) | IQ4_XS | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/Zirel-7B-Math-GGUF/resolve/main/Zirel-7B-Math.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Zirel-7B-Math-GGUF/resolve/main/Zirel-7B-Math.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Zirel-7B-Math-GGUF/resolve/main/Zirel-7B-Math.Q5_K_S.gguf) | Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/Zirel-7B-Math-GGUF/resolve/main/Zirel-7B-Math.Q5_K_M.gguf) | Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/Zirel-7B-Math-GGUF/resolve/main/Zirel-7B-Math.Q6_K.gguf) | Q6_K | 6.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Zirel-7B-Math-GGUF/resolve/main/Zirel-7B-Math.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Zirel-7B-Math-GGUF/resolve/main/Zirel-7B-Math.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/Zirel-7B-Math.IQ4_XS.gguf b/Zirel-7B-Math.IQ4_XS.gguf new file mode 100644 index 0000000..b470ea4 --- /dev/null +++ b/Zirel-7B-Math.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ee7115c4c9466f781ced625fc1a9b5eeb878310fb6e21e349623e097ebe9602f +size 4250299264 diff --git a/Zirel-7B-Math.Q2_K.gguf b/Zirel-7B-Math.Q2_K.gguf new file mode 100644 index 0000000..b1d2a1f --- /dev/null +++ b/Zirel-7B-Math.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6304b3fe85dba1a112f61ab1b0485c5cbc06df3e8ab6adb0296179d369b69825 +size 3015940992 diff --git a/Zirel-7B-Math.Q3_K_L.gguf b/Zirel-7B-Math.Q3_K_L.gguf new file mode 100644 index 0000000..f50b6ae --- /dev/null +++ b/Zirel-7B-Math.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:804b87062f883bb329bc37e096e0d13e1d3afc46f2e90f40f0ca955ae6db04fe +size 4088460160 diff --git a/Zirel-7B-Math.Q3_K_M.gguf b/Zirel-7B-Math.Q3_K_M.gguf new file mode 100644 index 0000000..457b5ed --- /dev/null +++ b/Zirel-7B-Math.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:15533cb8cbccf8aba34bb8bd89fd420984cd2cbb6a033b2c3d01e6d22c132839 +size 3808392064 diff --git a/Zirel-7B-Math.Q3_K_S.gguf b/Zirel-7B-Math.Q3_K_S.gguf new file mode 100644 index 0000000..360c9cb --- /dev/null +++ b/Zirel-7B-Math.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e3484337973b9d476f1222afd96e312780d49f1775f799b3a00b4aebf538ac2e +size 3492369280 diff --git a/Zirel-7B-Math.Q4_K_M.gguf b/Zirel-7B-Math.Q4_K_M.gguf new file mode 100644 index 0000000..a35ae37 --- /dev/null +++ b/Zirel-7B-Math.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3cca62be0f25f6fd0df6df922d797fad967137494f070b20e75f4d9091458dd0 +size 4683074432 diff --git a/Zirel-7B-Math.Q4_K_S.gguf b/Zirel-7B-Math.Q4_K_S.gguf new file mode 100644 index 0000000..6fff48c --- /dev/null +++ b/Zirel-7B-Math.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f69eff86ae80afc75fe215d2aced2d0dd80bf5caf0655bbedf06db000c0b6f13 +size 4457769856 diff --git a/Zirel-7B-Math.Q5_K_M.gguf b/Zirel-7B-Math.Q5_K_M.gguf new file mode 100644 index 0000000..534fd61 --- /dev/null +++ b/Zirel-7B-Math.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c35ca0cb7a34837cd9cf9cae0dbc02599e5a3a0d14b4cf948e5ad55b62879bbf +size 5444832128 diff --git a/Zirel-7B-Math.Q5_K_S.gguf b/Zirel-7B-Math.Q5_K_S.gguf new file mode 100644 index 0000000..6faf9df --- /dev/null +++ b/Zirel-7B-Math.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e73444901ae4d083a3aec5af58f739d9b91834580d093bc8f4c61ebc68b17fa2 +size 5315177344 diff --git a/Zirel-7B-Math.Q6_K.gguf b/Zirel-7B-Math.Q6_K.gguf new file mode 100644 index 0000000..7b6b15f --- /dev/null +++ b/Zirel-7B-Math.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5fff0ba41aeb95e9c22f05d36accd69c17c3312a278740a15effee2ceeac8634 +size 6254199680 diff --git a/Zirel-7B-Math.Q8_0.gguf b/Zirel-7B-Math.Q8_0.gguf new file mode 100644 index 0000000..5bb120b --- /dev/null +++ b/Zirel-7B-Math.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:981386ba7da490ec5427f99695b5e3eb5f169dd3a8cb37ea3378242cb909a9ce +size 8098526080 diff --git a/Zirel-7B-Math.f16.gguf b/Zirel-7B-Math.f16.gguf new file mode 100644 index 0000000..f10ed41 --- /dev/null +++ b/Zirel-7B-Math.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:33e1051b03a3a1ca7d095a2b018217505dbe8fd033f0465552905c1bb51398d2 +size 15237854080