commit 142f7896a83d52a3ef3ec531a0520c6dde62f95a Author: ModelHub XC Date: Mon Apr 13 02:04:55 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Lacaille-MoT-4B-Supreme2-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..489b79c --- /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 +Lacaille-MoT-4B-Supreme2.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Lacaille-MoT-4B-Supreme2.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Lacaille-MoT-4B-Supreme2.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Lacaille-MoT-4B-Supreme2.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Lacaille-MoT-4B-Supreme2.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Lacaille-MoT-4B-Supreme2.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Lacaille-MoT-4B-Supreme2.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Lacaille-MoT-4B-Supreme2.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Lacaille-MoT-4B-Supreme2.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Lacaille-MoT-4B-Supreme2.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Lacaille-MoT-4B-Supreme2.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Lacaille-MoT-4B-Supreme2.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Lacaille-MoT-4B-Supreme2.IQ4_XS.gguf b/Lacaille-MoT-4B-Supreme2.IQ4_XS.gguf new file mode 100644 index 0000000..be700dd --- /dev/null +++ b/Lacaille-MoT-4B-Supreme2.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:39a7f8ddf9ed27c0659b4a99b366924c5051eb90e64c22db890e256856562a4c +size 2286317728 diff --git a/Lacaille-MoT-4B-Supreme2.Q2_K.gguf b/Lacaille-MoT-4B-Supreme2.Q2_K.gguf new file mode 100644 index 0000000..fc1ad40 --- /dev/null +++ b/Lacaille-MoT-4B-Supreme2.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da47bf05ebe5baf8846280f517500afc35cf0eb2c622b12af90607069d37f778 +size 1669501088 diff --git a/Lacaille-MoT-4B-Supreme2.Q3_K_L.gguf b/Lacaille-MoT-4B-Supreme2.Q3_K_L.gguf new file mode 100644 index 0000000..e6a3da6 --- /dev/null +++ b/Lacaille-MoT-4B-Supreme2.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8ff5d4d770727802bdb4b17d22de638a4bb7e605ec3073b0cc0e2c30a149e6da +size 2239787168 diff --git a/Lacaille-MoT-4B-Supreme2.Q3_K_M.gguf b/Lacaille-MoT-4B-Supreme2.Q3_K_M.gguf new file mode 100644 index 0000000..1b9d32e --- /dev/null +++ b/Lacaille-MoT-4B-Supreme2.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b32a4f5c58c21d00682074ca0eaa1282fddf21a1c3c6be9901db6e0b8e3c8d59 +size 2075619488 diff --git a/Lacaille-MoT-4B-Supreme2.Q3_K_S.gguf b/Lacaille-MoT-4B-Supreme2.Q3_K_S.gguf new file mode 100644 index 0000000..249f1fe --- /dev/null +++ b/Lacaille-MoT-4B-Supreme2.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:061fd58c1e39d1c96ef99553632f757857474e5963482cf2e94616fc8dffd440 +size 1886998688 diff --git a/Lacaille-MoT-4B-Supreme2.Q4_K_M.gguf b/Lacaille-MoT-4B-Supreme2.Q4_K_M.gguf new file mode 100644 index 0000000..45204a9 --- /dev/null +++ b/Lacaille-MoT-4B-Supreme2.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d57a15bea553e248cf6c5a87b3957217f7b20837ffe143b5f21aede13609739 +size 2497282208 diff --git a/Lacaille-MoT-4B-Supreme2.Q4_K_S.gguf b/Lacaille-MoT-4B-Supreme2.Q4_K_S.gguf new file mode 100644 index 0000000..ca0145e --- /dev/null +++ b/Lacaille-MoT-4B-Supreme2.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b2b109d8fb27de18d7de6015193a51887f6f3b298fa7a83123bdb3ee5f0dc4f +size 2383311008 diff --git a/Lacaille-MoT-4B-Supreme2.Q5_K_M.gguf b/Lacaille-MoT-4B-Supreme2.Q5_K_M.gguf new file mode 100644 index 0000000..9bc08fa --- /dev/null +++ b/Lacaille-MoT-4B-Supreme2.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f071ee305e7ddf1219bfc12558d2a417dcff5f74d2c6d959bf71c851db85a2d6 +size 2889515168 diff --git a/Lacaille-MoT-4B-Supreme2.Q5_K_S.gguf b/Lacaille-MoT-4B-Supreme2.Q5_K_S.gguf new file mode 100644 index 0000000..9d8f1d4 --- /dev/null +++ b/Lacaille-MoT-4B-Supreme2.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f9f9ce299712499be4621bb7abe82811bc5b16efb66f312fb7ebd9be62c921ce +size 2823712928 diff --git a/Lacaille-MoT-4B-Supreme2.Q6_K.gguf b/Lacaille-MoT-4B-Supreme2.Q6_K.gguf new file mode 100644 index 0000000..99ca6c7 --- /dev/null +++ b/Lacaille-MoT-4B-Supreme2.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:70a3791ce16f66f614f581c63cb76134ba44ed988a9030b95847bf92e5650a02 +size 3306262688 diff --git a/Lacaille-MoT-4B-Supreme2.Q8_0.gguf b/Lacaille-MoT-4B-Supreme2.Q8_0.gguf new file mode 100644 index 0000000..324ce20 --- /dev/null +++ b/Lacaille-MoT-4B-Supreme2.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0721018c235a7225894eeedceb2a24e69626bfdb7bb2694aa89d391a52c4db2 +size 4280406688 diff --git a/Lacaille-MoT-4B-Supreme2.f16.gguf b/Lacaille-MoT-4B-Supreme2.f16.gguf new file mode 100644 index 0000000..be838d6 --- /dev/null +++ b/Lacaille-MoT-4B-Supreme2.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4741ee5b6f0f9292cf48538803871d589d8caab86315436b0bf698034502b870 +size 8051286688 diff --git a/README.md b/README.md new file mode 100644 index 0000000..df92fc7 --- /dev/null +++ b/README.md @@ -0,0 +1,81 @@ +--- +base_model: prithivMLmods/Lacaille-MoT-4B-Supreme2 +datasets: +- open-r1/Mixture-of-Thoughts +- nvidia/OpenCodeReasoning +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- trl +- mot +- code +- science +- math +- mixture-of-thoughts +- text-generation-inference +- reasoning +--- +## About + + + + + + +static quants of https://huggingface.co/prithivMLmods/Lacaille-MoT-4B-Supreme2 + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Lacaille-MoT-4B-Supreme2-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Lacaille-MoT-4B-Supreme2-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/Lacaille-MoT-4B-Supreme2-GGUF/resolve/main/Lacaille-MoT-4B-Supreme2.Q2_K.gguf) | Q2_K | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/Lacaille-MoT-4B-Supreme2-GGUF/resolve/main/Lacaille-MoT-4B-Supreme2.Q3_K_S.gguf) | Q3_K_S | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/Lacaille-MoT-4B-Supreme2-GGUF/resolve/main/Lacaille-MoT-4B-Supreme2.Q3_K_M.gguf) | Q3_K_M | 2.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Lacaille-MoT-4B-Supreme2-GGUF/resolve/main/Lacaille-MoT-4B-Supreme2.Q3_K_L.gguf) | Q3_K_L | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/Lacaille-MoT-4B-Supreme2-GGUF/resolve/main/Lacaille-MoT-4B-Supreme2.IQ4_XS.gguf) | IQ4_XS | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/Lacaille-MoT-4B-Supreme2-GGUF/resolve/main/Lacaille-MoT-4B-Supreme2.Q4_K_S.gguf) | Q4_K_S | 2.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Lacaille-MoT-4B-Supreme2-GGUF/resolve/main/Lacaille-MoT-4B-Supreme2.Q4_K_M.gguf) | Q4_K_M | 2.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Lacaille-MoT-4B-Supreme2-GGUF/resolve/main/Lacaille-MoT-4B-Supreme2.Q5_K_S.gguf) | Q5_K_S | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/Lacaille-MoT-4B-Supreme2-GGUF/resolve/main/Lacaille-MoT-4B-Supreme2.Q5_K_M.gguf) | Q5_K_M | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/Lacaille-MoT-4B-Supreme2-GGUF/resolve/main/Lacaille-MoT-4B-Supreme2.Q6_K.gguf) | Q6_K | 3.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Lacaille-MoT-4B-Supreme2-GGUF/resolve/main/Lacaille-MoT-4B-Supreme2.Q8_0.gguf) | Q8_0 | 4.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Lacaille-MoT-4B-Supreme2-GGUF/resolve/main/Lacaille-MoT-4B-Supreme2.f16.gguf) | f16 | 8.2 | 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. + +