From 62e6b2857072598e711cc30ec787d157f4849055 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 25 Jun 2026 18:33:15 +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/Lexora-Lite-3B-GGUF Source: Original Platform --- .gitattributes | 50 +++++++++++++++++++++++++++ Lexora-Lite-3B.IQ3_M.gguf | 3 ++ Lexora-Lite-3B.IQ3_S.gguf | 3 ++ Lexora-Lite-3B.IQ3_XS.gguf | 3 ++ Lexora-Lite-3B.IQ4_XS.gguf | 3 ++ Lexora-Lite-3B.Q2_K.gguf | 3 ++ Lexora-Lite-3B.Q3_K_L.gguf | 3 ++ Lexora-Lite-3B.Q3_K_M.gguf | 3 ++ Lexora-Lite-3B.Q3_K_S.gguf | 3 ++ Lexora-Lite-3B.Q4_K_M.gguf | 3 ++ Lexora-Lite-3B.Q4_K_S.gguf | 3 ++ Lexora-Lite-3B.Q5_K_M.gguf | 3 ++ Lexora-Lite-3B.Q5_K_S.gguf | 3 ++ Lexora-Lite-3B.Q6_K.gguf | 3 ++ Lexora-Lite-3B.Q8_0.gguf | 3 ++ Lexora-Lite-3B.f16.gguf | 3 ++ README.md | 70 ++++++++++++++++++++++++++++++++++++++ 17 files changed, 165 insertions(+) create mode 100644 .gitattributes create mode 100644 Lexora-Lite-3B.IQ3_M.gguf create mode 100644 Lexora-Lite-3B.IQ3_S.gguf create mode 100644 Lexora-Lite-3B.IQ3_XS.gguf create mode 100644 Lexora-Lite-3B.IQ4_XS.gguf create mode 100644 Lexora-Lite-3B.Q2_K.gguf create mode 100644 Lexora-Lite-3B.Q3_K_L.gguf create mode 100644 Lexora-Lite-3B.Q3_K_M.gguf create mode 100644 Lexora-Lite-3B.Q3_K_S.gguf create mode 100644 Lexora-Lite-3B.Q4_K_M.gguf create mode 100644 Lexora-Lite-3B.Q4_K_S.gguf create mode 100644 Lexora-Lite-3B.Q5_K_M.gguf create mode 100644 Lexora-Lite-3B.Q5_K_S.gguf create mode 100644 Lexora-Lite-3B.Q6_K.gguf create mode 100644 Lexora-Lite-3B.Q8_0.gguf create mode 100644 Lexora-Lite-3B.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..b3096fe --- /dev/null +++ b/.gitattributes @@ -0,0 +1,50 @@ +*.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 +Lexora-Lite-3B.f16.gguf filter=lfs diff=lfs merge=lfs -text +Lexora-Lite-3B.IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +Lexora-Lite-3B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Lexora-Lite-3B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Lexora-Lite-3B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Lexora-Lite-3B.IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Lexora-Lite-3B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Lexora-Lite-3B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Lexora-Lite-3B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Lexora-Lite-3B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Lexora-Lite-3B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Lexora-Lite-3B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Lexora-Lite-3B.IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Lexora-Lite-3B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Lexora-Lite-3B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Lexora-Lite-3B.IQ3_M.gguf b/Lexora-Lite-3B.IQ3_M.gguf new file mode 100644 index 0000000..80e5012 --- /dev/null +++ b/Lexora-Lite-3B.IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e727959a1f6e625d6bcdac2eea99a67d02c03c3e2e3a89e8a0dfd1c672740470 +size 1488894688 diff --git a/Lexora-Lite-3B.IQ3_S.gguf b/Lexora-Lite-3B.IQ3_S.gguf new file mode 100644 index 0000000..2d663f7 --- /dev/null +++ b/Lexora-Lite-3B.IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:188427853e7499a08fce0ab59898d96f0e6ae96716935f04587db68d29e30aac +size 1456863968 diff --git a/Lexora-Lite-3B.IQ3_XS.gguf b/Lexora-Lite-3B.IQ3_XS.gguf new file mode 100644 index 0000000..1a2f716 --- /dev/null +++ b/Lexora-Lite-3B.IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:43bc5706817cd5706c151feaf12e755bfedd14beed24d99edf1fd719eef4cd24 +size 1391835872 diff --git a/Lexora-Lite-3B.IQ4_XS.gguf b/Lexora-Lite-3B.IQ4_XS.gguf new file mode 100644 index 0000000..99635e4 --- /dev/null +++ b/Lexora-Lite-3B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f221cda557ee5ddb1bf14633e27b944dcbc713abd2cbfc8afeda66cdb6c7dd0 +size 1753184992 diff --git a/Lexora-Lite-3B.Q2_K.gguf b/Lexora-Lite-3B.Q2_K.gguf new file mode 100644 index 0000000..97fa767 --- /dev/null +++ b/Lexora-Lite-3B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a19a541d1fd1a4fe99a428a076c077bc4eb5e5ee78aa1332c4f15066a9c99f45 +size 1274755808 diff --git a/Lexora-Lite-3B.Q3_K_L.gguf b/Lexora-Lite-3B.Q3_K_L.gguf new file mode 100644 index 0000000..96968b0 --- /dev/null +++ b/Lexora-Lite-3B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8db3683c2cfb1d0c46a04390651028cd1e6075e56fe9a235efdfa6dab815e8f1 +size 1707391712 diff --git a/Lexora-Lite-3B.Q3_K_M.gguf b/Lexora-Lite-3B.Q3_K_M.gguf new file mode 100644 index 0000000..29025bb --- /dev/null +++ b/Lexora-Lite-3B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:25711ae8ec1f80a94128c1831fe094dd7d540b1c4bbbdfc9cda0b4f3f0b2e797 +size 1590475488 diff --git a/Lexora-Lite-3B.Q3_K_S.gguf b/Lexora-Lite-3B.Q3_K_S.gguf new file mode 100644 index 0000000..3ec58cd --- /dev/null +++ b/Lexora-Lite-3B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:614a513df97f4ec2b6c01c4d1cb13aa90e60dd6c9b40c00497048c65c0f9d1c2 +size 1454357216 diff --git a/Lexora-Lite-3B.Q4_K_M.gguf b/Lexora-Lite-3B.Q4_K_M.gguf new file mode 100644 index 0000000..de2690d --- /dev/null +++ b/Lexora-Lite-3B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4786aceba19091bc032626d8d1b53cc2cbf4436a012c9b53010dd831cf92804d +size 1929902816 diff --git a/Lexora-Lite-3B.Q4_K_S.gguf b/Lexora-Lite-3B.Q4_K_S.gguf new file mode 100644 index 0000000..0ee50db --- /dev/null +++ b/Lexora-Lite-3B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:86369d04cec1d1b071d3c4ed3c597addfeee94ab93160b1b1e65c1301e0fb873 +size 1834384096 diff --git a/Lexora-Lite-3B.Q5_K_M.gguf b/Lexora-Lite-3B.Q5_K_M.gguf new file mode 100644 index 0000000..d6899dd --- /dev/null +++ b/Lexora-Lite-3B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a759a414edf3e4241e809d6e3d457533e58453bd99eae920713747a0dcb5ae07 +size 2224814816 diff --git a/Lexora-Lite-3B.Q5_K_S.gguf b/Lexora-Lite-3B.Q5_K_S.gguf new file mode 100644 index 0000000..d1248d2 --- /dev/null +++ b/Lexora-Lite-3B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e948052be6a2c3d7a7e9e4d9aa4b8ceaa22d9e26ea5fc0b6b07702f80fb4f4da +size 2169666272 diff --git a/Lexora-Lite-3B.Q6_K.gguf b/Lexora-Lite-3B.Q6_K.gguf new file mode 100644 index 0000000..bd3e14d --- /dev/null +++ b/Lexora-Lite-3B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a1fa409c331dbfac93104386ab6cf2a6aa27c12352f9631dc98b564572033d3 +size 2538158816 diff --git a/Lexora-Lite-3B.Q8_0.gguf b/Lexora-Lite-3B.Q8_0.gguf new file mode 100644 index 0000000..d64eb8a --- /dev/null +++ b/Lexora-Lite-3B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:705caa6c4465c829353833ce6602f50e2d27db7e9b4a6c588697139c399760fd +size 3285476064 diff --git a/Lexora-Lite-3B.f16.gguf b/Lexora-Lite-3B.f16.gguf new file mode 100644 index 0000000..5179d82 --- /dev/null +++ b/Lexora-Lite-3B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:27872fcb7c71c723b3ac91a0e8673cab303134502c41b1df63be92d1e4aa10e2 +size 6178317024 diff --git a/README.md b/README.md new file mode 100644 index 0000000..91874eb --- /dev/null +++ b/README.md @@ -0,0 +1,70 @@ +--- +base_model: DeepMount00/Lexora-Lite-3B_v2 +datasets: +- DeepMount00/Sonnet-3.5-ITA-INSTRUCTION +- DeepMount00/Sonnet-3.5-ITA-DPO +language: +- en +library_name: transformers +quantized_by: mradermacher +tags: [] +--- +## About + + + + + + +static quants of https://huggingface.co/DeepMount00/Lexora-Lite-3B_v2 + + +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/Lexora-Lite-3B-GGUF/resolve/main/Lexora-Lite-3B.Q2_K.gguf) | Q2_K | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/Lexora-Lite-3B-GGUF/resolve/main/Lexora-Lite-3B.IQ3_XS.gguf) | IQ3_XS | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/Lexora-Lite-3B-GGUF/resolve/main/Lexora-Lite-3B.Q3_K_S.gguf) | Q3_K_S | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/Lexora-Lite-3B-GGUF/resolve/main/Lexora-Lite-3B.IQ3_S.gguf) | IQ3_S | 1.6 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Lexora-Lite-3B-GGUF/resolve/main/Lexora-Lite-3B.IQ3_M.gguf) | IQ3_M | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/Lexora-Lite-3B-GGUF/resolve/main/Lexora-Lite-3B.Q3_K_M.gguf) | Q3_K_M | 1.7 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Lexora-Lite-3B-GGUF/resolve/main/Lexora-Lite-3B.Q3_K_L.gguf) | Q3_K_L | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/Lexora-Lite-3B-GGUF/resolve/main/Lexora-Lite-3B.IQ4_XS.gguf) | IQ4_XS | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/Lexora-Lite-3B-GGUF/resolve/main/Lexora-Lite-3B.Q4_K_S.gguf) | Q4_K_S | 1.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Lexora-Lite-3B-GGUF/resolve/main/Lexora-Lite-3B.Q4_K_M.gguf) | Q4_K_M | 2.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Lexora-Lite-3B-GGUF/resolve/main/Lexora-Lite-3B.Q5_K_S.gguf) | Q5_K_S | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/Lexora-Lite-3B-GGUF/resolve/main/Lexora-Lite-3B.Q5_K_M.gguf) | Q5_K_M | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/Lexora-Lite-3B-GGUF/resolve/main/Lexora-Lite-3B.Q6_K.gguf) | Q6_K | 2.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Lexora-Lite-3B-GGUF/resolve/main/Lexora-Lite-3B.Q8_0.gguf) | Q8_0 | 3.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Lexora-Lite-3B-GGUF/resolve/main/Lexora-Lite-3B.f16.gguf) | f16 | 6.3 | 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. + +