From 197fbf5ad436aeae3553b20bf8e98d618f9478d5 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Mon, 21 Sep 2026 04:38:16 +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/CORE2-llama-3.2-3b-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++++ CORE2-llama-3.2-3b.IQ4_XS.gguf | 3 ++ CORE2-llama-3.2-3b.Q2_K.gguf | 3 ++ CORE2-llama-3.2-3b.Q3_K_L.gguf | 3 ++ CORE2-llama-3.2-3b.Q3_K_M.gguf | 3 ++ CORE2-llama-3.2-3b.Q3_K_S.gguf | 3 ++ CORE2-llama-3.2-3b.Q4_K_M.gguf | 3 ++ CORE2-llama-3.2-3b.Q4_K_S.gguf | 3 ++ CORE2-llama-3.2-3b.Q5_K_M.gguf | 3 ++ CORE2-llama-3.2-3b.Q5_K_S.gguf | 3 ++ CORE2-llama-3.2-3b.Q6_K.gguf | 3 ++ CORE2-llama-3.2-3b.Q8_0.gguf | 3 ++ CORE2-llama-3.2-3b.f16.gguf | 3 ++ README.md | 77 ++++++++++++++++++++++++++++++++++ 14 files changed, 160 insertions(+) create mode 100644 .gitattributes create mode 100644 CORE2-llama-3.2-3b.IQ4_XS.gguf create mode 100644 CORE2-llama-3.2-3b.Q2_K.gguf create mode 100644 CORE2-llama-3.2-3b.Q3_K_L.gguf create mode 100644 CORE2-llama-3.2-3b.Q3_K_M.gguf create mode 100644 CORE2-llama-3.2-3b.Q3_K_S.gguf create mode 100644 CORE2-llama-3.2-3b.Q4_K_M.gguf create mode 100644 CORE2-llama-3.2-3b.Q4_K_S.gguf create mode 100644 CORE2-llama-3.2-3b.Q5_K_M.gguf create mode 100644 CORE2-llama-3.2-3b.Q5_K_S.gguf create mode 100644 CORE2-llama-3.2-3b.Q6_K.gguf create mode 100644 CORE2-llama-3.2-3b.Q8_0.gguf create mode 100644 CORE2-llama-3.2-3b.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..ac09ad6 --- /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 +CORE2-llama-3.2-3b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +CORE2-llama-3.2-3b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +CORE2-llama-3.2-3b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +CORE2-llama-3.2-3b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +CORE2-llama-3.2-3b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +CORE2-llama-3.2-3b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +CORE2-llama-3.2-3b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +CORE2-llama-3.2-3b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +CORE2-llama-3.2-3b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +CORE2-llama-3.2-3b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +CORE2-llama-3.2-3b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +CORE2-llama-3.2-3b.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/CORE2-llama-3.2-3b.IQ4_XS.gguf b/CORE2-llama-3.2-3b.IQ4_XS.gguf new file mode 100644 index 0000000..ccab920 --- /dev/null +++ b/CORE2-llama-3.2-3b.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d9fe9d701b0795a285e34baccc66ec7eab0960d38d18202aef0d98b831830b7 +size 1840907136 diff --git a/CORE2-llama-3.2-3b.Q2_K.gguf b/CORE2-llama-3.2-3b.Q2_K.gguf new file mode 100644 index 0000000..8f8d719 --- /dev/null +++ b/CORE2-llama-3.2-3b.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b532734b0af5396880676fd71ddd7abdb3f1c70edddac19e4acfafe50ff62c35 +size 1363936128 diff --git a/CORE2-llama-3.2-3b.Q3_K_L.gguf b/CORE2-llama-3.2-3b.Q3_K_L.gguf new file mode 100644 index 0000000..2b18b53 --- /dev/null +++ b/CORE2-llama-3.2-3b.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c869d31584790fbcbb1d024338a06079ae46e84e0a0fa51749f52511c9777ff +size 1815348096 diff --git a/CORE2-llama-3.2-3b.Q3_K_M.gguf b/CORE2-llama-3.2-3b.Q3_K_M.gguf new file mode 100644 index 0000000..f68d2f8 --- /dev/null +++ b/CORE2-llama-3.2-3b.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3ffc2de0ab1b4211fcfe055014128b3d871f3ccd89d5dcc90570d24feb0df15e +size 1687159680 diff --git a/CORE2-llama-3.2-3b.Q3_K_S.gguf b/CORE2-llama-3.2-3b.Q3_K_S.gguf new file mode 100644 index 0000000..e3d29d4 --- /dev/null +++ b/CORE2-llama-3.2-3b.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3897222bf50a1cc73a3e03f7506d75b1ac65ade5b8bab7b01debfc0ddc2923eb +size 1542849408 diff --git a/CORE2-llama-3.2-3b.Q4_K_M.gguf b/CORE2-llama-3.2-3b.Q4_K_M.gguf new file mode 100644 index 0000000..bae7bbc --- /dev/null +++ b/CORE2-llama-3.2-3b.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6d380616f48fc950e975c69df1adc0dee9617f4681c0e36d52c3ca2e1c322b9d +size 2019378048 diff --git a/CORE2-llama-3.2-3b.Q4_K_S.gguf b/CORE2-llama-3.2-3b.Q4_K_S.gguf new file mode 100644 index 0000000..8fe445d --- /dev/null +++ b/CORE2-llama-3.2-3b.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f1e66414d6fb2e51a871ab0ad426edf4724359d4039220b4e64374b6599e306a +size 1928201088 diff --git a/CORE2-llama-3.2-3b.Q5_K_M.gguf b/CORE2-llama-3.2-3b.Q5_K_M.gguf new file mode 100644 index 0000000..815c589 --- /dev/null +++ b/CORE2-llama-3.2-3b.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7574652ab38de1db60055b50d61cc1e0478f76b88e81eab54da2e88441e42eda +size 2322154368 diff --git a/CORE2-llama-3.2-3b.Q5_K_S.gguf b/CORE2-llama-3.2-3b.Q5_K_S.gguf new file mode 100644 index 0000000..c353447 --- /dev/null +++ b/CORE2-llama-3.2-3b.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ece5eccab109132d05f5cf5232dff909c5f359ff353576f5c611f3c8341374f4 +size 2269512576 diff --git a/CORE2-llama-3.2-3b.Q6_K.gguf b/CORE2-llama-3.2-3b.Q6_K.gguf new file mode 100644 index 0000000..abd4b18 --- /dev/null +++ b/CORE2-llama-3.2-3b.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a9e0c83b8f001e21055b405c9f6364759ce42c94ab24f4407bc5cfcc6286d511 +size 2643854208 diff --git a/CORE2-llama-3.2-3b.Q8_0.gguf b/CORE2-llama-3.2-3b.Q8_0.gguf new file mode 100644 index 0000000..b68ca3f --- /dev/null +++ b/CORE2-llama-3.2-3b.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:475327176b3484069886605759543dbd6f447730e974580c79be714936082ee7 +size 3421899648 diff --git a/CORE2-llama-3.2-3b.f16.gguf b/CORE2-llama-3.2-3b.f16.gguf new file mode 100644 index 0000000..d9dd1ab --- /dev/null +++ b/CORE2-llama-3.2-3b.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:80864562002cb03205f30882034bde867a81d919c25648b004d8e2f5c9305002 +size 6433688448 diff --git a/README.md b/README.md new file mode 100644 index 0000000..ff75dc0 --- /dev/null +++ b/README.md @@ -0,0 +1,77 @@ +--- +base_model: lhkhiem28/CORE2-llama-3.2-3b +language: +- en +library_name: transformers +model_name: CORE2-llama-3.2-3b +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- generated_from_trainer +- trl +- hf_jobs +- grpo +--- +## About + + + + + + + + + +static quants of https://huggingface.co/lhkhiem28/CORE2-llama-3.2-3b + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#CORE2-llama-3.2-3b-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/CORE2-llama-3.2-3b-GGUF/resolve/main/CORE2-llama-3.2-3b.Q2_K.gguf) | Q2_K | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/CORE2-llama-3.2-3b-GGUF/resolve/main/CORE2-llama-3.2-3b.Q3_K_S.gguf) | Q3_K_S | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/CORE2-llama-3.2-3b-GGUF/resolve/main/CORE2-llama-3.2-3b.Q3_K_M.gguf) | Q3_K_M | 1.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/CORE2-llama-3.2-3b-GGUF/resolve/main/CORE2-llama-3.2-3b.Q3_K_L.gguf) | Q3_K_L | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/CORE2-llama-3.2-3b-GGUF/resolve/main/CORE2-llama-3.2-3b.IQ4_XS.gguf) | IQ4_XS | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/CORE2-llama-3.2-3b-GGUF/resolve/main/CORE2-llama-3.2-3b.Q4_K_S.gguf) | Q4_K_S | 2.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/CORE2-llama-3.2-3b-GGUF/resolve/main/CORE2-llama-3.2-3b.Q4_K_M.gguf) | Q4_K_M | 2.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/CORE2-llama-3.2-3b-GGUF/resolve/main/CORE2-llama-3.2-3b.Q5_K_S.gguf) | Q5_K_S | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/CORE2-llama-3.2-3b-GGUF/resolve/main/CORE2-llama-3.2-3b.Q5_K_M.gguf) | Q5_K_M | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/CORE2-llama-3.2-3b-GGUF/resolve/main/CORE2-llama-3.2-3b.Q6_K.gguf) | Q6_K | 2.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/CORE2-llama-3.2-3b-GGUF/resolve/main/CORE2-llama-3.2-3b.Q8_0.gguf) | Q8_0 | 3.5 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/CORE2-llama-3.2-3b-GGUF/resolve/main/CORE2-llama-3.2-3b.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. + +