From 9a0abcaafd130e7783d57035ac6849ce2b7e3117 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 20 Sep 2026 07:54:16 +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/LLMTwin-Llama-3.2-3B-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++ LLMTwin-Llama-3.2-3B.IQ4_XS.gguf | 3 ++ LLMTwin-Llama-3.2-3B.Q2_K.gguf | 3 ++ LLMTwin-Llama-3.2-3B.Q3_K_L.gguf | 3 ++ LLMTwin-Llama-3.2-3B.Q3_K_M.gguf | 3 ++ LLMTwin-Llama-3.2-3B.Q3_K_S.gguf | 3 ++ LLMTwin-Llama-3.2-3B.Q4_K_M.gguf | 3 ++ LLMTwin-Llama-3.2-3B.Q4_K_S.gguf | 3 ++ LLMTwin-Llama-3.2-3B.Q5_K_M.gguf | 3 ++ LLMTwin-Llama-3.2-3B.Q5_K_S.gguf | 3 ++ LLMTwin-Llama-3.2-3B.Q6_K.gguf | 3 ++ LLMTwin-Llama-3.2-3B.Q8_0.gguf | 3 ++ LLMTwin-Llama-3.2-3B.f16.gguf | 3 ++ README.md | 77 ++++++++++++++++++++++++++++++++ 14 files changed, 160 insertions(+) create mode 100644 .gitattributes create mode 100644 LLMTwin-Llama-3.2-3B.IQ4_XS.gguf create mode 100644 LLMTwin-Llama-3.2-3B.Q2_K.gguf create mode 100644 LLMTwin-Llama-3.2-3B.Q3_K_L.gguf create mode 100644 LLMTwin-Llama-3.2-3B.Q3_K_M.gguf create mode 100644 LLMTwin-Llama-3.2-3B.Q3_K_S.gguf create mode 100644 LLMTwin-Llama-3.2-3B.Q4_K_M.gguf create mode 100644 LLMTwin-Llama-3.2-3B.Q4_K_S.gguf create mode 100644 LLMTwin-Llama-3.2-3B.Q5_K_M.gguf create mode 100644 LLMTwin-Llama-3.2-3B.Q5_K_S.gguf create mode 100644 LLMTwin-Llama-3.2-3B.Q6_K.gguf create mode 100644 LLMTwin-Llama-3.2-3B.Q8_0.gguf create mode 100644 LLMTwin-Llama-3.2-3B.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..ad56407 --- /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 +LLMTwin-Llama-3.2-3B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +LLMTwin-Llama-3.2-3B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +LLMTwin-Llama-3.2-3B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +LLMTwin-Llama-3.2-3B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LLMTwin-Llama-3.2-3B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LLMTwin-Llama-3.2-3B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LLMTwin-Llama-3.2-3B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LLMTwin-Llama-3.2-3B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LLMTwin-Llama-3.2-3B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LLMTwin-Llama-3.2-3B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +LLMTwin-Llama-3.2-3B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +LLMTwin-Llama-3.2-3B.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/LLMTwin-Llama-3.2-3B.IQ4_XS.gguf b/LLMTwin-Llama-3.2-3B.IQ4_XS.gguf new file mode 100644 index 0000000..f32d98b --- /dev/null +++ b/LLMTwin-Llama-3.2-3B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:85d5d08fc5e2ad1c18d8a34d9d89b64b846c9559f133516d88792c4e3330049e +size 1840903808 diff --git a/LLMTwin-Llama-3.2-3B.Q2_K.gguf b/LLMTwin-Llama-3.2-3B.Q2_K.gguf new file mode 100644 index 0000000..1f08a58 --- /dev/null +++ b/LLMTwin-Llama-3.2-3B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d89fa67f3ec171b57d2faba5f70a2b9824720963efa179f70444273b74470b99 +size 1363932800 diff --git a/LLMTwin-Llama-3.2-3B.Q3_K_L.gguf b/LLMTwin-Llama-3.2-3B.Q3_K_L.gguf new file mode 100644 index 0000000..b0f638f --- /dev/null +++ b/LLMTwin-Llama-3.2-3B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:687aa4d9e6fb18cb6b1dc55ed4d6ac295f9e57620771c01b1e83bfc41af55a6e +size 1815344768 diff --git a/LLMTwin-Llama-3.2-3B.Q3_K_M.gguf b/LLMTwin-Llama-3.2-3B.Q3_K_M.gguf new file mode 100644 index 0000000..db52730 --- /dev/null +++ b/LLMTwin-Llama-3.2-3B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9f733cd02076784bc4499c679d217db1a8461c09c94e14f892b0fb6e68dcc185 +size 1687156352 diff --git a/LLMTwin-Llama-3.2-3B.Q3_K_S.gguf b/LLMTwin-Llama-3.2-3B.Q3_K_S.gguf new file mode 100644 index 0000000..9b85b59 --- /dev/null +++ b/LLMTwin-Llama-3.2-3B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:69e9510be42c75511768d15354b270d229efea7554ab7fa0dcfa4878cb68bab2 +size 1542846080 diff --git a/LLMTwin-Llama-3.2-3B.Q4_K_M.gguf b/LLMTwin-Llama-3.2-3B.Q4_K_M.gguf new file mode 100644 index 0000000..55d210b --- /dev/null +++ b/LLMTwin-Llama-3.2-3B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d54564d3abcdd304aca7515354e89da206a5aeda78b7b9e078fe02e21d963dbc +size 2019374720 diff --git a/LLMTwin-Llama-3.2-3B.Q4_K_S.gguf b/LLMTwin-Llama-3.2-3B.Q4_K_S.gguf new file mode 100644 index 0000000..0f714b5 --- /dev/null +++ b/LLMTwin-Llama-3.2-3B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc1b0965c26008d8a7b377139c09ef6db294cc86d600a9af2af5f856eb6d8d15 +size 1928197760 diff --git a/LLMTwin-Llama-3.2-3B.Q5_K_M.gguf b/LLMTwin-Llama-3.2-3B.Q5_K_M.gguf new file mode 100644 index 0000000..c1668a5 --- /dev/null +++ b/LLMTwin-Llama-3.2-3B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d40da9b36ffc4e9208c12ffb2e2e512833fd8c99d540f59307b29f310827060b +size 2322151040 diff --git a/LLMTwin-Llama-3.2-3B.Q5_K_S.gguf b/LLMTwin-Llama-3.2-3B.Q5_K_S.gguf new file mode 100644 index 0000000..f199379 --- /dev/null +++ b/LLMTwin-Llama-3.2-3B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5b5536a529831527953d27a05a2e38489e031b9466e58188479d3278de0acca3 +size 2269509248 diff --git a/LLMTwin-Llama-3.2-3B.Q6_K.gguf b/LLMTwin-Llama-3.2-3B.Q6_K.gguf new file mode 100644 index 0000000..a38cee2 --- /dev/null +++ b/LLMTwin-Llama-3.2-3B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8af29021cd29ded8246f8aeab4b9aa0d90f08be6c5fa1dd29885ae0049450191 +size 2643850880 diff --git a/LLMTwin-Llama-3.2-3B.Q8_0.gguf b/LLMTwin-Llama-3.2-3B.Q8_0.gguf new file mode 100644 index 0000000..b62a96f --- /dev/null +++ b/LLMTwin-Llama-3.2-3B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e224ba99515cf4894a0b3c935241b128bb84425fe9bac565f0f9c7d79c81a449 +size 3421896320 diff --git a/LLMTwin-Llama-3.2-3B.f16.gguf b/LLMTwin-Llama-3.2-3B.f16.gguf new file mode 100644 index 0000000..ac9ac04 --- /dev/null +++ b/LLMTwin-Llama-3.2-3B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:712ff70024329ce2be19b6167ea11b49c42ab4193908bc4cfcbad7a3c2b24041 +size 6433685120 diff --git a/README.md b/README.md new file mode 100644 index 0000000..a5a81ed --- /dev/null +++ b/README.md @@ -0,0 +1,77 @@ +--- +base_model: LCasdfg/LLMTwin-Llama-3.2-3B +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- llama +--- +## About + + + + + + + + + +static quants of https://huggingface.co/LCasdfg/LLMTwin-Llama-3.2-3B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#LLMTwin-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/LLMTwin-Llama-3.2-3B-GGUF/resolve/main/LLMTwin-Llama-3.2-3B.Q2_K.gguf) | Q2_K | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/LLMTwin-Llama-3.2-3B-GGUF/resolve/main/LLMTwin-Llama-3.2-3B.Q3_K_S.gguf) | Q3_K_S | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/LLMTwin-Llama-3.2-3B-GGUF/resolve/main/LLMTwin-Llama-3.2-3B.Q3_K_M.gguf) | Q3_K_M | 1.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/LLMTwin-Llama-3.2-3B-GGUF/resolve/main/LLMTwin-Llama-3.2-3B.Q3_K_L.gguf) | Q3_K_L | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/LLMTwin-Llama-3.2-3B-GGUF/resolve/main/LLMTwin-Llama-3.2-3B.IQ4_XS.gguf) | IQ4_XS | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/LLMTwin-Llama-3.2-3B-GGUF/resolve/main/LLMTwin-Llama-3.2-3B.Q4_K_S.gguf) | Q4_K_S | 2.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/LLMTwin-Llama-3.2-3B-GGUF/resolve/main/LLMTwin-Llama-3.2-3B.Q4_K_M.gguf) | Q4_K_M | 2.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/LLMTwin-Llama-3.2-3B-GGUF/resolve/main/LLMTwin-Llama-3.2-3B.Q5_K_S.gguf) | Q5_K_S | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/LLMTwin-Llama-3.2-3B-GGUF/resolve/main/LLMTwin-Llama-3.2-3B.Q5_K_M.gguf) | Q5_K_M | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/LLMTwin-Llama-3.2-3B-GGUF/resolve/main/LLMTwin-Llama-3.2-3B.Q6_K.gguf) | Q6_K | 2.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/LLMTwin-Llama-3.2-3B-GGUF/resolve/main/LLMTwin-Llama-3.2-3B.Q8_0.gguf) | Q8_0 | 3.5 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/LLMTwin-Llama-3.2-3B-GGUF/resolve/main/LLMTwin-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. + +