From a66428d2781bcc84a19638f3baa84d329dbafcfc Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Mon, 3 Aug 2026 00:07:16 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: mradermacher/Llama-3.2-3B-Sci-Think-GGUF Source: Original Platform --- .gitattributes | 46 +++++++++++++++++++ Llama-3.2-3B-Sci-Think.IQ4_XS.gguf | 3 ++ Llama-3.2-3B-Sci-Think.Q2_K.gguf | 3 ++ Llama-3.2-3B-Sci-Think.Q3_K_L.gguf | 3 ++ Llama-3.2-3B-Sci-Think.Q3_K_M.gguf | 3 ++ Llama-3.2-3B-Sci-Think.Q3_K_S.gguf | 3 ++ Llama-3.2-3B-Sci-Think.Q4_K_M.gguf | 3 ++ Llama-3.2-3B-Sci-Think.Q4_K_S.gguf | 3 ++ Llama-3.2-3B-Sci-Think.Q5_K_M.gguf | 3 ++ Llama-3.2-3B-Sci-Think.Q5_K_S.gguf | 3 ++ Llama-3.2-3B-Sci-Think.Q6_K.gguf | 3 ++ Llama-3.2-3B-Sci-Think.Q8_0.gguf | 3 ++ Llama-3.2-3B-Sci-Think.f16.gguf | 3 ++ README.md | 71 ++++++++++++++++++++++++++++++ 14 files changed, 153 insertions(+) create mode 100644 .gitattributes create mode 100644 Llama-3.2-3B-Sci-Think.IQ4_XS.gguf create mode 100644 Llama-3.2-3B-Sci-Think.Q2_K.gguf create mode 100644 Llama-3.2-3B-Sci-Think.Q3_K_L.gguf create mode 100644 Llama-3.2-3B-Sci-Think.Q3_K_M.gguf create mode 100644 Llama-3.2-3B-Sci-Think.Q3_K_S.gguf create mode 100644 Llama-3.2-3B-Sci-Think.Q4_K_M.gguf create mode 100644 Llama-3.2-3B-Sci-Think.Q4_K_S.gguf create mode 100644 Llama-3.2-3B-Sci-Think.Q5_K_M.gguf create mode 100644 Llama-3.2-3B-Sci-Think.Q5_K_S.gguf create mode 100644 Llama-3.2-3B-Sci-Think.Q6_K.gguf create mode 100644 Llama-3.2-3B-Sci-Think.Q8_0.gguf create mode 100644 Llama-3.2-3B-Sci-Think.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a0d6dce --- /dev/null +++ b/.gitattributes @@ -0,0 +1,46 @@ +*.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 +Llama-3.2-3B-Sci-Think.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-Sci-Think.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-Sci-Think.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-Sci-Think.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-Sci-Think.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-Sci-Think.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-Sci-Think.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-Sci-Think.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-Sci-Think.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-Sci-Think.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-3B-Sci-Think.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Llama-3.2-3B-Sci-Think.IQ4_XS.gguf b/Llama-3.2-3B-Sci-Think.IQ4_XS.gguf new file mode 100644 index 0000000..e6421e6 --- /dev/null +++ b/Llama-3.2-3B-Sci-Think.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9caefcc345cb25086fe68dd7aac92ddd44126623f0cffe5e7fa6cefd33079e79 +size 1840907424 diff --git a/Llama-3.2-3B-Sci-Think.Q2_K.gguf b/Llama-3.2-3B-Sci-Think.Q2_K.gguf new file mode 100644 index 0000000..58af2af --- /dev/null +++ b/Llama-3.2-3B-Sci-Think.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:876e60854420d04361c34539810841437b72adf1f685f7c30fb2c72f239b3e65 +size 1363936416 diff --git a/Llama-3.2-3B-Sci-Think.Q3_K_L.gguf b/Llama-3.2-3B-Sci-Think.Q3_K_L.gguf new file mode 100644 index 0000000..878a91f --- /dev/null +++ b/Llama-3.2-3B-Sci-Think.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:89a83959b8635f5b0f92f13dbbbe78e309e1695b0b1fa72e6486fc0b91300ba1 +size 1815348384 diff --git a/Llama-3.2-3B-Sci-Think.Q3_K_M.gguf b/Llama-3.2-3B-Sci-Think.Q3_K_M.gguf new file mode 100644 index 0000000..29cba51 --- /dev/null +++ b/Llama-3.2-3B-Sci-Think.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5cb390c130ff53eb46b176f3ba52ff585dcf4f03a52b21a877c94a647309e6b9 +size 1687159968 diff --git a/Llama-3.2-3B-Sci-Think.Q3_K_S.gguf b/Llama-3.2-3B-Sci-Think.Q3_K_S.gguf new file mode 100644 index 0000000..c0964ff --- /dev/null +++ b/Llama-3.2-3B-Sci-Think.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0f856eba382ddb35e278641d81fbee1d77bb9739fd4473bfa86fdf40c8967bdf +size 1542849696 diff --git a/Llama-3.2-3B-Sci-Think.Q4_K_M.gguf b/Llama-3.2-3B-Sci-Think.Q4_K_M.gguf new file mode 100644 index 0000000..2edca8e --- /dev/null +++ b/Llama-3.2-3B-Sci-Think.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8b600766083e7472fc8aff32d153dfcddc1d7c7721a5c4b6905b0864f6ab9150 +size 2019378336 diff --git a/Llama-3.2-3B-Sci-Think.Q4_K_S.gguf b/Llama-3.2-3B-Sci-Think.Q4_K_S.gguf new file mode 100644 index 0000000..1ab7e18 --- /dev/null +++ b/Llama-3.2-3B-Sci-Think.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:52e2a48eb18402cd935882a6c65ae3ee4c826f3736e7ffca24c0abadfec7b1cf +size 1928201376 diff --git a/Llama-3.2-3B-Sci-Think.Q5_K_M.gguf b/Llama-3.2-3B-Sci-Think.Q5_K_M.gguf new file mode 100644 index 0000000..35bf028 --- /dev/null +++ b/Llama-3.2-3B-Sci-Think.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:89d2a535505c205fbc6cae8231a8387f8ec12364473d532d628c4271aba10bfb +size 2322154656 diff --git a/Llama-3.2-3B-Sci-Think.Q5_K_S.gguf b/Llama-3.2-3B-Sci-Think.Q5_K_S.gguf new file mode 100644 index 0000000..0303656 --- /dev/null +++ b/Llama-3.2-3B-Sci-Think.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0fdc164b8db8e7b2bb772160503b52e91940a255117c43cca3781d0e144ebdec +size 2269512864 diff --git a/Llama-3.2-3B-Sci-Think.Q6_K.gguf b/Llama-3.2-3B-Sci-Think.Q6_K.gguf new file mode 100644 index 0000000..094c813 --- /dev/null +++ b/Llama-3.2-3B-Sci-Think.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:16e441df9c45d7d21a42d648034a73e5b65f08fde822104b84e03a3f6ca69233 +size 2643854496 diff --git a/Llama-3.2-3B-Sci-Think.Q8_0.gguf b/Llama-3.2-3B-Sci-Think.Q8_0.gguf new file mode 100644 index 0000000..b5074cd --- /dev/null +++ b/Llama-3.2-3B-Sci-Think.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a7655fd4a22dae8fac3a3ad511e145442d43aca8bca2a28ea13e8622bc025770 +size 3421899936 diff --git a/Llama-3.2-3B-Sci-Think.f16.gguf b/Llama-3.2-3B-Sci-Think.f16.gguf new file mode 100644 index 0000000..f054ea4 --- /dev/null +++ b/Llama-3.2-3B-Sci-Think.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a7158661cb6e0704b70e5d5355846bbce4205addec4d2c740c1613b36f4c542c +size 6433688736 diff --git a/README.md b/README.md new file mode 100644 index 0000000..baadb0e --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: bunnycore/Llama-3.2-3B-Sci-Think +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- mergekit +- merge +--- +## About + + + + + + +static quants of https://huggingface.co/bunnycore/Llama-3.2-3B-Sci-Think + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Llama-3.2-3B-Sci-Think-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Llama-3.2-3B-Sci-Think-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/Llama-3.2-3B-Sci-Think-GGUF/resolve/main/Llama-3.2-3B-Sci-Think.Q2_K.gguf) | Q2_K | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-Sci-Think-GGUF/resolve/main/Llama-3.2-3B-Sci-Think.Q3_K_S.gguf) | Q3_K_S | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-Sci-Think-GGUF/resolve/main/Llama-3.2-3B-Sci-Think.Q3_K_M.gguf) | Q3_K_M | 1.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-Sci-Think-GGUF/resolve/main/Llama-3.2-3B-Sci-Think.Q3_K_L.gguf) | Q3_K_L | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-Sci-Think-GGUF/resolve/main/Llama-3.2-3B-Sci-Think.IQ4_XS.gguf) | IQ4_XS | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-Sci-Think-GGUF/resolve/main/Llama-3.2-3B-Sci-Think.Q4_K_S.gguf) | Q4_K_S | 2.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-Sci-Think-GGUF/resolve/main/Llama-3.2-3B-Sci-Think.Q4_K_M.gguf) | Q4_K_M | 2.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-Sci-Think-GGUF/resolve/main/Llama-3.2-3B-Sci-Think.Q5_K_S.gguf) | Q5_K_S | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-Sci-Think-GGUF/resolve/main/Llama-3.2-3B-Sci-Think.Q5_K_M.gguf) | Q5_K_M | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-Sci-Think-GGUF/resolve/main/Llama-3.2-3B-Sci-Think.Q6_K.gguf) | Q6_K | 2.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-Sci-Think-GGUF/resolve/main/Llama-3.2-3B-Sci-Think.Q8_0.gguf) | Q8_0 | 3.5 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-3B-Sci-Think-GGUF/resolve/main/Llama-3.2-3B-Sci-Think.f16.gguf) | f16 | 6.5 | 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. + +