commit 64ec3c6efbf35fd3c3cd12f98d2de530735cdebc Author: ModelHub XC Date: Tue Aug 18 02:31:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Ministral-3-8B-Reasoning-2512-Esper3.1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a01942c --- /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 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sequelbox/Mitakihara-DeepSeek-R1-0528 +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- esper +- esper-3.1 +- esper-3 +- valiant +- valiant-labs +- mistral3 +- mistral +- mistral-common +- ministral-3-8b +- ministral +- reasoning +- code +- code-instruct +- python +- javascript +- dev-ops +- jenkins +- terraform +- ansible +- docker +- jenkins +- kubernetes +- helm +- grafana +- prometheus +- shell +- bash +- azure +- aws +- gcp +- cloud +- scripting +- powershell +- problem-solving +- architect +- engineer +- developer +- creative +- analytical +- expert +- rationality +- conversational +- chat +- instruct +--- +## About + + + + + + + + + +static quants of https://huggingface.co/ValiantLabs/Ministral-3-8B-Reasoning-2512-Esper3.1 + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Ministral-3-8B-Reasoning-2512-Esper3.1-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Ministral-3-8B-Reasoning-2512-Esper3.1-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/Ministral-3-8B-Reasoning-2512-Esper3.1-GGUF/resolve/main/Ministral-3-8B-Reasoning-2512-Esper3.1.Q2_K.gguf) | Q2_K | 3.5 | | +| [GGUF](https://huggingface.co/mradermacher/Ministral-3-8B-Reasoning-2512-Esper3.1-GGUF/resolve/main/Ministral-3-8B-Reasoning-2512-Esper3.1.Q3_K_S.gguf) | Q3_K_S | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/Ministral-3-8B-Reasoning-2512-Esper3.1-GGUF/resolve/main/Ministral-3-8B-Reasoning-2512-Esper3.1.Q3_K_M.gguf) | Q3_K_M | 4.3 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Ministral-3-8B-Reasoning-2512-Esper3.1-GGUF/resolve/main/Ministral-3-8B-Reasoning-2512-Esper3.1.Q3_K_L.gguf) | Q3_K_L | 4.7 | | +| [GGUF](https://huggingface.co/mradermacher/Ministral-3-8B-Reasoning-2512-Esper3.1-GGUF/resolve/main/Ministral-3-8B-Reasoning-2512-Esper3.1.IQ4_XS.gguf) | IQ4_XS | 4.8 | | +| [GGUF](https://huggingface.co/mradermacher/Ministral-3-8B-Reasoning-2512-Esper3.1-GGUF/resolve/main/Ministral-3-8B-Reasoning-2512-Esper3.1.Q4_K_S.gguf) | Q4_K_S | 5.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Ministral-3-8B-Reasoning-2512-Esper3.1-GGUF/resolve/main/Ministral-3-8B-Reasoning-2512-Esper3.1.Q4_K_M.gguf) | Q4_K_M | 5.3 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Ministral-3-8B-Reasoning-2512-Esper3.1-GGUF/resolve/main/Ministral-3-8B-Reasoning-2512-Esper3.1.Q5_K_S.gguf) | Q5_K_S | 6.0 | | +| [GGUF](https://huggingface.co/mradermacher/Ministral-3-8B-Reasoning-2512-Esper3.1-GGUF/resolve/main/Ministral-3-8B-Reasoning-2512-Esper3.1.Q5_K_M.gguf) | Q5_K_M | 6.2 | | +| [GGUF](https://huggingface.co/mradermacher/Ministral-3-8B-Reasoning-2512-Esper3.1-GGUF/resolve/main/Ministral-3-8B-Reasoning-2512-Esper3.1.Q6_K.gguf) | Q6_K | 7.1 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Ministral-3-8B-Reasoning-2512-Esper3.1-GGUF/resolve/main/Ministral-3-8B-Reasoning-2512-Esper3.1.Q8_0.gguf) | Q8_0 | 9.1 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Ministral-3-8B-Reasoning-2512-Esper3.1-GGUF/resolve/main/Ministral-3-8B-Reasoning-2512-Esper3.1.f16.gguf) | f16 | 17.1 | 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. + +