From 65662a3d84cc113404a8318c3c78df9b6813165e Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 23 Apr 2026 04:32:03 +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/LMT-60-1.7B-Base-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++ LMT-60-1.7B-Base.IQ4_XS.gguf | 3 + LMT-60-1.7B-Base.Q2_K.gguf | 3 + LMT-60-1.7B-Base.Q3_K_L.gguf | 3 + LMT-60-1.7B-Base.Q3_K_M.gguf | 3 + LMT-60-1.7B-Base.Q3_K_S.gguf | 3 + LMT-60-1.7B-Base.Q4_K_M.gguf | 3 + LMT-60-1.7B-Base.Q4_K_S.gguf | 3 + LMT-60-1.7B-Base.Q5_K_M.gguf | 3 + LMT-60-1.7B-Base.Q5_K_S.gguf | 3 + LMT-60-1.7B-Base.Q6_K.gguf | 3 + LMT-60-1.7B-Base.Q8_0.gguf | 3 + LMT-60-1.7B-Base.f16.gguf | 3 + README.md | 133 +++++++++++++++++++++++++++++++++++ 14 files changed, 216 insertions(+) create mode 100644 .gitattributes create mode 100644 LMT-60-1.7B-Base.IQ4_XS.gguf create mode 100644 LMT-60-1.7B-Base.Q2_K.gguf create mode 100644 LMT-60-1.7B-Base.Q3_K_L.gguf create mode 100644 LMT-60-1.7B-Base.Q3_K_M.gguf create mode 100644 LMT-60-1.7B-Base.Q3_K_S.gguf create mode 100644 LMT-60-1.7B-Base.Q4_K_M.gguf create mode 100644 LMT-60-1.7B-Base.Q4_K_S.gguf create mode 100644 LMT-60-1.7B-Base.Q5_K_M.gguf create mode 100644 LMT-60-1.7B-Base.Q5_K_S.gguf create mode 100644 LMT-60-1.7B-Base.Q6_K.gguf create mode 100644 LMT-60-1.7B-Base.Q8_0.gguf create mode 100644 LMT-60-1.7B-Base.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..86816fa --- /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 +LMT-60-1.7B-Base.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +LMT-60-1.7B-Base.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +LMT-60-1.7B-Base.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +LMT-60-1.7B-Base.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LMT-60-1.7B-Base.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LMT-60-1.7B-Base.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LMT-60-1.7B-Base.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LMT-60-1.7B-Base.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LMT-60-1.7B-Base.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LMT-60-1.7B-Base.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +LMT-60-1.7B-Base.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +LMT-60-1.7B-Base.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/LMT-60-1.7B-Base.IQ4_XS.gguf b/LMT-60-1.7B-Base.IQ4_XS.gguf new file mode 100644 index 0000000..4995b14 --- /dev/null +++ b/LMT-60-1.7B-Base.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:32b33bf756fe6c63cff8bcc64533ab8ed8f8711d81941cfb65aa578e1d107390 +size 1181587616 diff --git a/LMT-60-1.7B-Base.Q2_K.gguf b/LMT-60-1.7B-Base.Q2_K.gguf new file mode 100644 index 0000000..d0d82b5 --- /dev/null +++ b/LMT-60-1.7B-Base.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf3720322d3d01d0bc594ca923d22ffb5a6418f3df568a6bfbb59f189424c049 +size 879896736 diff --git a/LMT-60-1.7B-Base.Q3_K_L.gguf b/LMT-60-1.7B-Base.Q3_K_L.gguf new file mode 100644 index 0000000..c531565 --- /dev/null +++ b/LMT-60-1.7B-Base.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f4b5426477e7a2fd1154459916fcaa54007101a60f90c8fd933c0874576e398c +size 1137205408 diff --git a/LMT-60-1.7B-Base.Q3_K_M.gguf b/LMT-60-1.7B-Base.Q3_K_M.gguf new file mode 100644 index 0000000..233d90c --- /dev/null +++ b/LMT-60-1.7B-Base.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff4f8c5a67678e388161aaa1867b495e148e5f8cd483abffb42847d7a96165b7 +size 1073242272 diff --git a/LMT-60-1.7B-Base.Q3_K_S.gguf b/LMT-60-1.7B-Base.Q3_K_S.gguf new file mode 100644 index 0000000..b7fde23 --- /dev/null +++ b/LMT-60-1.7B-Base.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c43301afc0858ce668e06085bb5e6ed9043acba2a7bf4325629fb45ec74de9c0 +size 1000956064 diff --git a/LMT-60-1.7B-Base.Q4_K_M.gguf b/LMT-60-1.7B-Base.Q4_K_M.gguf new file mode 100644 index 0000000..518bc41 --- /dev/null +++ b/LMT-60-1.7B-Base.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a069cf1287d927e0806a39fbe77380a4e1d90a35e79950c5bd488e5139dbdb3 +size 1282439328 diff --git a/LMT-60-1.7B-Base.Q4_K_S.gguf b/LMT-60-1.7B-Base.Q4_K_S.gguf new file mode 100644 index 0000000..bf11a25 --- /dev/null +++ b/LMT-60-1.7B-Base.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c25a251954cae7e41eb2d3c8b74faa95de40231574009b49e68dfc91d0b87661 +size 1235220640 diff --git a/LMT-60-1.7B-Base.Q5_K_M.gguf b/LMT-60-1.7B-Base.Q5_K_M.gguf new file mode 100644 index 0000000..223dc63 --- /dev/null +++ b/LMT-60-1.7B-Base.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0a2fcb114d92b29b6b42342573cb4d69681fd8b02a4ecab4e3c63b1a757bfd48 +size 1471805600 diff --git a/LMT-60-1.7B-Base.Q5_K_S.gguf b/LMT-60-1.7B-Base.Q5_K_S.gguf new file mode 100644 index 0000000..564a834 --- /dev/null +++ b/LMT-60-1.7B-Base.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9dd69321e15f27c1cbd388b47b6ec9f9e075672320b76a939aee25adf611a2cf +size 1444509856 diff --git a/LMT-60-1.7B-Base.Q6_K.gguf b/LMT-60-1.7B-Base.Q6_K.gguf new file mode 100644 index 0000000..c0da781 --- /dev/null +++ b/LMT-60-1.7B-Base.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:61f74f1deef7e433fbd7b9306cefe53a29f6116f42499337e3c5d26ba3750d2a +size 1673007264 diff --git a/LMT-60-1.7B-Base.Q8_0.gguf b/LMT-60-1.7B-Base.Q8_0.gguf new file mode 100644 index 0000000..8f328f3 --- /dev/null +++ b/LMT-60-1.7B-Base.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:408c00d1da6482ed2c1648e416f41d3853cadb069eb3ad98d5895833a4dea6bd +size 2165039264 diff --git a/LMT-60-1.7B-Base.f16.gguf b/LMT-60-1.7B-Base.f16.gguf new file mode 100644 index 0000000..b474c89 --- /dev/null +++ b/LMT-60-1.7B-Base.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:840f081f351f23ba80a9f773ee7b77057559cbd6f912c447964633f0729f679f +size 4069679264 diff --git a/README.md b/README.md new file mode 100644 index 0000000..75958c2 --- /dev/null +++ b/README.md @@ -0,0 +1,133 @@ +--- +base_model: NiuTrans/LMT-60-1.7B-Base +datasets: +- NiuTrans/LMT-60-sft-data +language: +- en +- zh +- ar +- es +- de +- fr +- it +- ja +- nl +- pl +- pt +- ru +- tr +- bg +- bn +- cs +- da +- el +- fa +- fi +- hi +- hu +- id +- ko +- nb +- ro +- sk +- sv +- th +- uk +- vi +- am +- az +- bo +- he +- hr +- hy +- is +- jv +- ka +- kk +- km +- ky +- lo +- mn +- mr +- ms +- my +- ne +- ps +- si +- sw +- ta +- te +- tg +- tl +- ug +- ur +- uz +- yue +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/NiuTrans/LMT-60-1.7B-Base + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#LMT-60-1.7B-Base-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/LMT-60-1.7B-Base-GGUF/resolve/main/LMT-60-1.7B-Base.Q2_K.gguf) | Q2_K | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/LMT-60-1.7B-Base-GGUF/resolve/main/LMT-60-1.7B-Base.Q3_K_S.gguf) | Q3_K_S | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/LMT-60-1.7B-Base-GGUF/resolve/main/LMT-60-1.7B-Base.Q3_K_M.gguf) | Q3_K_M | 1.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/LMT-60-1.7B-Base-GGUF/resolve/main/LMT-60-1.7B-Base.Q3_K_L.gguf) | Q3_K_L | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/LMT-60-1.7B-Base-GGUF/resolve/main/LMT-60-1.7B-Base.IQ4_XS.gguf) | IQ4_XS | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/LMT-60-1.7B-Base-GGUF/resolve/main/LMT-60-1.7B-Base.Q4_K_S.gguf) | Q4_K_S | 1.3 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/LMT-60-1.7B-Base-GGUF/resolve/main/LMT-60-1.7B-Base.Q4_K_M.gguf) | Q4_K_M | 1.4 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/LMT-60-1.7B-Base-GGUF/resolve/main/LMT-60-1.7B-Base.Q5_K_S.gguf) | Q5_K_S | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/LMT-60-1.7B-Base-GGUF/resolve/main/LMT-60-1.7B-Base.Q5_K_M.gguf) | Q5_K_M | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/LMT-60-1.7B-Base-GGUF/resolve/main/LMT-60-1.7B-Base.Q6_K.gguf) | Q6_K | 1.8 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/LMT-60-1.7B-Base-GGUF/resolve/main/LMT-60-1.7B-Base.Q8_0.gguf) | Q8_0 | 2.3 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/LMT-60-1.7B-Base-GGUF/resolve/main/LMT-60-1.7B-Base.f16.gguf) | f16 | 4.2 | 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. + +