commit 974358ff6b7eca4034fffc9bdd9489f2714f18d6 Author: ModelHub XC Date: Wed Jun 24 19:54:18 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/ReasoningCore-3B-Instruct-r01-Reflect-Math-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..e536270 --- /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 +ReasoningCore-3B-Instruct-r01-Reflect-Math.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +ReasoningCore-3B-Instruct-r01-Reflect-Math.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +ReasoningCore-3B-Instruct-r01-Reflect-Math.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +ReasoningCore-3B-Instruct-r01-Reflect-Math.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ReasoningCore-3B-Instruct-r01-Reflect-Math.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ReasoningCore-3B-Instruct-r01-Reflect-Math.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ReasoningCore-3B-Instruct-r01-Reflect-Math.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ReasoningCore-3B-Instruct-r01-Reflect-Math.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ReasoningCore-3B-Instruct-r01-Reflect-Math.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ReasoningCore-3B-Instruct-r01-Reflect-Math.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +ReasoningCore-3B-Instruct-r01-Reflect-Math.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +ReasoningCore-3B-Instruct-r01-Reflect-Math.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..798ba21 --- /dev/null +++ b/README.md @@ -0,0 +1,75 @@ +--- +base_model: EpistemeAI/ReasoningCore-3B-Instruct-r01-Reflect-Math +language: +- en +library_name: transformers +license: llama3.2 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- llama +- trl +--- +## About + + + + + + +static quants of https://huggingface.co/EpistemeAI/ReasoningCore-3B-Instruct-r01-Reflect-Math + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#ReasoningCore-3B-Instruct-r01-Reflect-Math-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/ReasoningCore-3B-Instruct-r01-Reflect-Math-GGUF/resolve/main/ReasoningCore-3B-Instruct-r01-Reflect-Math.Q2_K.gguf) | Q2_K | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/ReasoningCore-3B-Instruct-r01-Reflect-Math-GGUF/resolve/main/ReasoningCore-3B-Instruct-r01-Reflect-Math.Q3_K_S.gguf) | Q3_K_S | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/ReasoningCore-3B-Instruct-r01-Reflect-Math-GGUF/resolve/main/ReasoningCore-3B-Instruct-r01-Reflect-Math.Q3_K_M.gguf) | Q3_K_M | 1.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/ReasoningCore-3B-Instruct-r01-Reflect-Math-GGUF/resolve/main/ReasoningCore-3B-Instruct-r01-Reflect-Math.Q3_K_L.gguf) | Q3_K_L | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/ReasoningCore-3B-Instruct-r01-Reflect-Math-GGUF/resolve/main/ReasoningCore-3B-Instruct-r01-Reflect-Math.IQ4_XS.gguf) | IQ4_XS | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/ReasoningCore-3B-Instruct-r01-Reflect-Math-GGUF/resolve/main/ReasoningCore-3B-Instruct-r01-Reflect-Math.Q4_K_S.gguf) | Q4_K_S | 2.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/ReasoningCore-3B-Instruct-r01-Reflect-Math-GGUF/resolve/main/ReasoningCore-3B-Instruct-r01-Reflect-Math.Q4_K_M.gguf) | Q4_K_M | 2.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/ReasoningCore-3B-Instruct-r01-Reflect-Math-GGUF/resolve/main/ReasoningCore-3B-Instruct-r01-Reflect-Math.Q5_K_S.gguf) | Q5_K_S | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/ReasoningCore-3B-Instruct-r01-Reflect-Math-GGUF/resolve/main/ReasoningCore-3B-Instruct-r01-Reflect-Math.Q5_K_M.gguf) | Q5_K_M | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/ReasoningCore-3B-Instruct-r01-Reflect-Math-GGUF/resolve/main/ReasoningCore-3B-Instruct-r01-Reflect-Math.Q6_K.gguf) | Q6_K | 2.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/ReasoningCore-3B-Instruct-r01-Reflect-Math-GGUF/resolve/main/ReasoningCore-3B-Instruct-r01-Reflect-Math.Q8_0.gguf) | Q8_0 | 3.5 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/ReasoningCore-3B-Instruct-r01-Reflect-Math-GGUF/resolve/main/ReasoningCore-3B-Instruct-r01-Reflect-Math.f16.gguf) | f16 | 6.5 | 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. + + diff --git a/ReasoningCore-3B-Instruct-r01-Reflect-Math.IQ4_XS.gguf b/ReasoningCore-3B-Instruct-r01-Reflect-Math.IQ4_XS.gguf new file mode 100644 index 0000000..f77f457 --- /dev/null +++ b/ReasoningCore-3B-Instruct-r01-Reflect-Math.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:50651b43d620450f7779d017253e6879d2b74ea54f00a3eeaec2a328f485a144 +size 1840907424 diff --git a/ReasoningCore-3B-Instruct-r01-Reflect-Math.Q2_K.gguf b/ReasoningCore-3B-Instruct-r01-Reflect-Math.Q2_K.gguf new file mode 100644 index 0000000..238846e --- /dev/null +++ b/ReasoningCore-3B-Instruct-r01-Reflect-Math.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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