commit 11055d746170a83cef59eaa4275829ff46210cd5 Author: ModelHub XC Date: Wed Oct 21 14:30:15 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Mixtral_AI_MiniTron_Swahili_3.75b-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..9ef5fd5 --- /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 +Mixtral_AI_MiniTron_Swahili_3.75b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Mixtral_AI_MiniTron_Swahili_3.75b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Mixtral_AI_MiniTron_Swahili_3.75b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Mixtral_AI_MiniTron_Swahili_3.75b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Mixtral_AI_MiniTron_Swahili_3.75b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Mixtral_AI_MiniTron_Swahili_3.75b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Mixtral_AI_MiniTron_Swahili_3.75b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Mixtral_AI_MiniTron_Swahili_3.75b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Mixtral_AI_MiniTron_Swahili_3.75b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Mixtral_AI_MiniTron_Swahili_3.75b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Mixtral_AI_MiniTron_Swahili_3.75b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Mixtral_AI_MiniTron_Swahili_3.75b.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Mixtral_AI_MiniTron_Swahili_3.75b.IQ4_XS.gguf b/Mixtral_AI_MiniTron_Swahili_3.75b.IQ4_XS.gguf new file mode 100644 index 0000000..9447c58 --- /dev/null +++ b/Mixtral_AI_MiniTron_Swahili_3.75b.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d09dd749e36739c928b7e886d442bb6a1627b5043b2c3022fcd33c51a13c152d +size 2061139168 diff --git a/Mixtral_AI_MiniTron_Swahili_3.75b.Q2_K.gguf b/Mixtral_AI_MiniTron_Swahili_3.75b.Q2_K.gguf new file mode 100644 index 0000000..2635233 --- /dev/null +++ b/Mixtral_AI_MiniTron_Swahili_3.75b.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7f87754cc833d32fb9bba463c724eb0fcbf4894832f103e52c7fa7c85a95763e +size 1435253984 diff --git a/Mixtral_AI_MiniTron_Swahili_3.75b.Q3_K_L.gguf b/Mixtral_AI_MiniTron_Swahili_3.75b.Q3_K_L.gguf new file mode 100644 index 0000000..1125b7a --- /dev/null +++ b/Mixtral_AI_MiniTron_Swahili_3.75b.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5ddfaf57172c9e2bab26e164f70314729222feff79e3df8578bfc19b94075c68 +size 1993301216 diff --git a/Mixtral_AI_MiniTron_Swahili_3.75b.Q3_K_M.gguf b/Mixtral_AI_MiniTron_Swahili_3.75b.Q3_K_M.gguf new file mode 100644 index 0000000..3a47a0d --- /dev/null +++ b/Mixtral_AI_MiniTron_Swahili_3.75b.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e061dabaf8e770c12e2e2f61fe653c8b8e6b2eed5fa11fc8b72d8aaf8ed8adf7 +size 1842306272 diff --git a/Mixtral_AI_MiniTron_Swahili_3.75b.Q3_K_S.gguf b/Mixtral_AI_MiniTron_Swahili_3.75b.Q3_K_S.gguf new file mode 100644 index 0000000..9f51df2 --- /dev/null +++ b/Mixtral_AI_MiniTron_Swahili_3.75b.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bad0f6d6e939aabe638eded890143de87403c38bb228f8b8999c53c49a1f7790 +size 1664572640 diff --git a/Mixtral_AI_MiniTron_Swahili_3.75b.Q4_K_M.gguf b/Mixtral_AI_MiniTron_Swahili_3.75b.Q4_K_M.gguf new file mode 100644 index 0000000..08f006f --- /dev/null +++ b/Mixtral_AI_MiniTron_Swahili_3.75b.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7fcb651b501dc86942bf77488f22246bfa3333586a954276da3669db09d75154 +size 2275212512 diff --git a/Mixtral_AI_MiniTron_Swahili_3.75b.Q4_K_S.gguf b/Mixtral_AI_MiniTron_Swahili_3.75b.Q4_K_S.gguf new file mode 100644 index 0000000..816d081 --- /dev/null +++ b/Mixtral_AI_MiniTron_Swahili_3.75b.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:642fb17a69c64d8bba4102dc8c5bf9dd021ee5bb01104eefb0ddbf9142e473fd +size 2162228448 diff --git a/Mixtral_AI_MiniTron_Swahili_3.75b.Q5_K_M.gguf b/Mixtral_AI_MiniTron_Swahili_3.75b.Q5_K_M.gguf new file mode 100644 index 0000000..e9d8481 --- /dev/null +++ b/Mixtral_AI_MiniTron_Swahili_3.75b.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:24f2207948bf2af8443830bfceb856b3c283f0b19bae991d3a87daadf0a912b8 +size 2664889568 diff --git a/Mixtral_AI_MiniTron_Swahili_3.75b.Q5_K_S.gguf b/Mixtral_AI_MiniTron_Swahili_3.75b.Q5_K_S.gguf new file mode 100644 index 0000000..1a85862 --- /dev/null +++ b/Mixtral_AI_MiniTron_Swahili_3.75b.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5dc43d003881eadc0cce179bc10c470dfbe1299a7afdd691bef8d4bde08118a8 +size 2598042848 diff --git a/Mixtral_AI_MiniTron_Swahili_3.75b.Q6_K.gguf b/Mixtral_AI_MiniTron_Swahili_3.75b.Q6_K.gguf new file mode 100644 index 0000000..e44d83f --- /dev/null +++ b/Mixtral_AI_MiniTron_Swahili_3.75b.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3e71c1be2b9da32d682c8629d43789e80f22e5912eceb0949c431b206b1e3e2d +size 3078921440 diff --git a/Mixtral_AI_MiniTron_Swahili_3.75b.Q8_0.gguf b/Mixtral_AI_MiniTron_Swahili_3.75b.Q8_0.gguf new file mode 100644 index 0000000..7f4024a --- /dev/null +++ b/Mixtral_AI_MiniTron_Swahili_3.75b.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fdf49ebd79b3fdedc168f24f0a6adc5572d8966bcf5a8da913f697056ded4ad4 +size 3987561696 diff --git a/Mixtral_AI_MiniTron_Swahili_3.75b.f16.gguf b/Mixtral_AI_MiniTron_Swahili_3.75b.f16.gguf new file mode 100644 index 0000000..e2e33f8 --- /dev/null +++ b/Mixtral_AI_MiniTron_Swahili_3.75b.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:15b333068db216f414853af1a675e2820b1c11b5d79e37dce2c46c3226c50f0e +size 7504878816 diff --git a/README.md b/README.md new file mode 100644 index 0000000..bd34bff --- /dev/null +++ b/README.md @@ -0,0 +1,78 @@ +--- +base_model: LeroyDyer/Mixtral_AI_MiniTron_Swahili_3.75b +datasets: +- iamshnoo/alpaca-cleaned-swahili +language: +- en +- sw +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- mistral +- trl +--- +## About + + + + + + +static quants of https://huggingface.co/LeroyDyer/Mixtral_AI_MiniTron_Swahili_3.75b + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Mixtral_AI_MiniTron_Swahili_3.75b-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/Mixtral_AI_MiniTron_Swahili_3.75b-GGUF/resolve/main/Mixtral_AI_MiniTron_Swahili_3.75b.Q2_K.gguf) | Q2_K | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/Mixtral_AI_MiniTron_Swahili_3.75b-GGUF/resolve/main/Mixtral_AI_MiniTron_Swahili_3.75b.Q3_K_S.gguf) | Q3_K_S | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/Mixtral_AI_MiniTron_Swahili_3.75b-GGUF/resolve/main/Mixtral_AI_MiniTron_Swahili_3.75b.Q3_K_M.gguf) | Q3_K_M | 1.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Mixtral_AI_MiniTron_Swahili_3.75b-GGUF/resolve/main/Mixtral_AI_MiniTron_Swahili_3.75b.Q3_K_L.gguf) | Q3_K_L | 2.1 | | +| [GGUF](https://huggingface.co/mradermacher/Mixtral_AI_MiniTron_Swahili_3.75b-GGUF/resolve/main/Mixtral_AI_MiniTron_Swahili_3.75b.IQ4_XS.gguf) | IQ4_XS | 2.2 | | +| [GGUF](https://huggingface.co/mradermacher/Mixtral_AI_MiniTron_Swahili_3.75b-GGUF/resolve/main/Mixtral_AI_MiniTron_Swahili_3.75b.Q4_K_S.gguf) | Q4_K_S | 2.3 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Mixtral_AI_MiniTron_Swahili_3.75b-GGUF/resolve/main/Mixtral_AI_MiniTron_Swahili_3.75b.Q4_K_M.gguf) | Q4_K_M | 2.4 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Mixtral_AI_MiniTron_Swahili_3.75b-GGUF/resolve/main/Mixtral_AI_MiniTron_Swahili_3.75b.Q5_K_S.gguf) | Q5_K_S | 2.7 | | +| [GGUF](https://huggingface.co/mradermacher/Mixtral_AI_MiniTron_Swahili_3.75b-GGUF/resolve/main/Mixtral_AI_MiniTron_Swahili_3.75b.Q5_K_M.gguf) | Q5_K_M | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/Mixtral_AI_MiniTron_Swahili_3.75b-GGUF/resolve/main/Mixtral_AI_MiniTron_Swahili_3.75b.Q6_K.gguf) | Q6_K | 3.2 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Mixtral_AI_MiniTron_Swahili_3.75b-GGUF/resolve/main/Mixtral_AI_MiniTron_Swahili_3.75b.Q8_0.gguf) | Q8_0 | 4.1 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Mixtral_AI_MiniTron_Swahili_3.75b-GGUF/resolve/main/Mixtral_AI_MiniTron_Swahili_3.75b.f16.gguf) | f16 | 7.6 | 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. + +