commit 29f2a28638b4597b348e473aa74c131b6303a17a Author: ModelHub XC Date: Wed Jul 15 14:39:13 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/sage-reasoning-8b-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..58fa3ed --- /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 +sage-reasoning-8b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +sage-reasoning-8b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +sage-reasoning-8b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +sage-reasoning-8b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +sage-reasoning-8b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +sage-reasoning-8b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +sage-reasoning-8b.f16.gguf filter=lfs diff=lfs merge=lfs -text +sage-reasoning-8b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +sage-reasoning-8b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +sage-reasoning-8b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +sage-reasoning-8b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +sage-reasoning-8b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..424ed7d --- /dev/null +++ b/README.md @@ -0,0 +1,76 @@ +--- +base_model: sagea-ai/sage-reasoning-8b +language: +- en +- ko +- fr +- zh +- es +library_name: transformers +license: llama3.2 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/sagea-ai/sage-reasoning-8b + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#sage-reasoning-8b-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/sage-reasoning-8b-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/sage-reasoning-8b-GGUF/resolve/main/sage-reasoning-8b.Q2_K.gguf) | Q2_K | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/sage-reasoning-8b-GGUF/resolve/main/sage-reasoning-8b.Q3_K_S.gguf) | Q3_K_S | 3.8 | | +| [GGUF](https://huggingface.co/mradermacher/sage-reasoning-8b-GGUF/resolve/main/sage-reasoning-8b.Q3_K_M.gguf) | Q3_K_M | 4.1 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/sage-reasoning-8b-GGUF/resolve/main/sage-reasoning-8b.Q3_K_L.gguf) | Q3_K_L | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/sage-reasoning-8b-GGUF/resolve/main/sage-reasoning-8b.IQ4_XS.gguf) | IQ4_XS | 4.6 | | +| [GGUF](https://huggingface.co/mradermacher/sage-reasoning-8b-GGUF/resolve/main/sage-reasoning-8b.Q4_K_S.gguf) | Q4_K_S | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/sage-reasoning-8b-GGUF/resolve/main/sage-reasoning-8b.Q4_K_M.gguf) | Q4_K_M | 5.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/sage-reasoning-8b-GGUF/resolve/main/sage-reasoning-8b.Q5_K_S.gguf) | Q5_K_S | 5.7 | | +| [GGUF](https://huggingface.co/mradermacher/sage-reasoning-8b-GGUF/resolve/main/sage-reasoning-8b.Q5_K_M.gguf) | Q5_K_M | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/sage-reasoning-8b-GGUF/resolve/main/sage-reasoning-8b.Q6_K.gguf) | Q6_K | 6.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/sage-reasoning-8b-GGUF/resolve/main/sage-reasoning-8b.Q8_0.gguf) | Q8_0 | 8.6 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/sage-reasoning-8b-GGUF/resolve/main/sage-reasoning-8b.f16.gguf) | f16 | 16.2 | 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/sage-reasoning-8b.IQ4_XS.gguf b/sage-reasoning-8b.IQ4_XS.gguf new file mode 100644 index 0000000..f753f05 --- /dev/null +++ b/sage-reasoning-8b.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0a66c83c95501e675eb5387b295f403bb4df5c0adde130168d54acf04095fb61 +size 4484367136 diff --git a/sage-reasoning-8b.Q2_K.gguf b/sage-reasoning-8b.Q2_K.gguf new file mode 100644 index 0000000..d849041 --- /dev/null +++ b/sage-reasoning-8b.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:536ce3ef0de7015ec70f81cd8723002f7b4c57c1cb731a9ecbeabe448089e7b5 +size 3179135776 diff --git a/sage-reasoning-8b.Q3_K_L.gguf b/sage-reasoning-8b.Q3_K_L.gguf new file mode 100644 index 0000000..4023cc2 --- /dev/null +++ b/sage-reasoning-8b.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:41fc8c70f672656f5c769115e8b9bbdc9519c6ae730e22694a2287d88e9da5d4 +size 4321960736 diff --git a/sage-reasoning-8b.Q3_K_M.gguf b/sage-reasoning-8b.Q3_K_M.gguf new file mode 100644 index 0000000..81470f8 --- /dev/null +++ b/sage-reasoning-8b.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2619190aeabf9894590721bc9c84d25de7bfd350e59c04d537fad611c40f45df +size 4018922272 diff --git a/sage-reasoning-8b.Q3_K_S.gguf b/sage-reasoning-8b.Q3_K_S.gguf new file mode 100644 index 0000000..0c9a2df --- /dev/null +++ b/sage-reasoning-8b.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cd966c1d73babaa9244ba8378680e7af2cbf3dadd457cb16b7eab2275e11d224 +size 3664503584 diff --git a/sage-reasoning-8b.Q4_K_M.gguf b/sage-reasoning-8b.Q4_K_M.gguf new file mode 100644 index 0000000..86af9b2 --- /dev/null +++ b/sage-reasoning-8b.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8e38aef5d2cef457b25480759fcbbaa44e9f8355d1ef1439b170a41068d416a6 +size 4920738592 diff --git a/sage-reasoning-8b.Q4_K_S.gguf b/sage-reasoning-8b.Q4_K_S.gguf new file mode 100644 index 0000000..c66ab62 --- /dev/null +++ b/sage-reasoning-8b.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:839269f4885f70eca807a1f3e59122ee27008a78fea802e1ae7d09ef6cd525fa +size 4692673312 diff --git a/sage-reasoning-8b.Q5_K_M.gguf b/sage-reasoning-8b.Q5_K_M.gguf new file mode 100644 index 0000000..6fac933 --- /dev/null +++ b/sage-reasoning-8b.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:68de6a566f7b64e027ee46032a8692706c223c1c7ff4cad2dce6211cab8ce54b +size 5732991776 diff --git a/sage-reasoning-8b.Q5_K_S.gguf b/sage-reasoning-8b.Q5_K_S.gguf new file mode 100644 index 0000000..bd0ea96 --- /dev/null +++ b/sage-reasoning-8b.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:00e7167f3cc4302ba452fc6d6fba9d174b6a81d84270dbfaa6b1229372b82462 +size 5599298336 diff --git a/sage-reasoning-8b.Q6_K.gguf b/sage-reasoning-8b.Q6_K.gguf new file mode 100644 index 0000000..2b1b7ce --- /dev/null +++ b/sage-reasoning-8b.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:084a8c82b7dfc825df75e3f4a28bf927bf5262ae696da7dd13729dc4cb9104a8 +size 6596010784 diff --git a/sage-reasoning-8b.Q8_0.gguf b/sage-reasoning-8b.Q8_0.gguf new file mode 100644 index 0000000..4bec620 --- /dev/null +++ b/sage-reasoning-8b.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b81673b9bc3fb1aa3c9b325cecdf9c090cf2bf792d1fcfbe69ef719c97b173cb +size 8540775200 diff --git a/sage-reasoning-8b.f16.gguf b/sage-reasoning-8b.f16.gguf new file mode 100644 index 0000000..83d200d --- /dev/null +++ b/sage-reasoning-8b.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a58d23379a393f93a2f0ec28fb6153da93acbfaddff729e0d174aae45dbdb280 +size 16068895520