commit a63ea39c92521c500fd84c046173c8f8ad423bd5 Author: ModelHub XC Date: Thu May 28 13:24:17 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/RA_Reasoner2.0-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..cfb5531 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,60 @@ +*.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 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sha256:0979fc402249e71931cd6dbd6be186297608dcb21aed12f8af1305246a5ad0f9 +size 7144192256 diff --git a/RA_Reasoner2.0.i1-Q6_K.gguf b/RA_Reasoner2.0.i1-Q6_K.gguf new file mode 100644 index 0000000..4922c0a --- /dev/null +++ b/RA_Reasoner2.0.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a15c2b43e3d26ea15fe5b402a61d1f65e6294f46be678b5be7221507e6856f11 +size 8459401472 diff --git a/README.md b/README.md new file mode 100644 index 0000000..8d68110 --- /dev/null +++ b/README.md @@ -0,0 +1,82 @@ +--- +base_model: Daemontatox/RA_Reasoner2.0 +datasets: +- Daemontatox/Deepthinking-COT +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- COT +- Reasoning +- text-generation-inference +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/Daemontatox/RA_Reasoner2.0 + + +static quants are available at https://huggingface.co/mradermacher/RA_Reasoner2.0-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/RA_Reasoner2.0-i1-GGUF/resolve/main/RA_Reasoner2.0.i1-IQ1_S.gguf) | i1-IQ1_S | 2.5 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/RA_Reasoner2.0-i1-GGUF/resolve/main/RA_Reasoner2.0.i1-IQ1_M.gguf) | i1-IQ1_M | 2.7 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/RA_Reasoner2.0-i1-GGUF/resolve/main/RA_Reasoner2.0.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/RA_Reasoner2.0-i1-GGUF/resolve/main/RA_Reasoner2.0.i1-IQ2_XS.gguf) | i1-IQ2_XS | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/RA_Reasoner2.0-i1-GGUF/resolve/main/RA_Reasoner2.0.i1-IQ2_S.gguf) | i1-IQ2_S | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/RA_Reasoner2.0-i1-GGUF/resolve/main/RA_Reasoner2.0.i1-IQ2_M.gguf) | i1-IQ2_M | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/RA_Reasoner2.0-i1-GGUF/resolve/main/RA_Reasoner2.0.i1-Q2_K_S.gguf) | i1-Q2_K_S | 3.8 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/RA_Reasoner2.0-i1-GGUF/resolve/main/RA_Reasoner2.0.i1-Q2_K.gguf) | i1-Q2_K | 4.0 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/RA_Reasoner2.0-i1-GGUF/resolve/main/RA_Reasoner2.0.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 4.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/RA_Reasoner2.0-i1-GGUF/resolve/main/RA_Reasoner2.0.i1-IQ3_XS.gguf) | i1-IQ3_XS | 4.5 | | +| [GGUF](https://huggingface.co/mradermacher/RA_Reasoner2.0-i1-GGUF/resolve/main/RA_Reasoner2.0.i1-IQ3_S.gguf) | i1-IQ3_S | 4.7 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/RA_Reasoner2.0-i1-GGUF/resolve/main/RA_Reasoner2.0.i1-Q3_K_S.gguf) | i1-Q3_K_S | 4.7 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/RA_Reasoner2.0-i1-GGUF/resolve/main/RA_Reasoner2.0.i1-IQ3_M.gguf) | i1-IQ3_M | 4.8 | | +| [GGUF](https://huggingface.co/mradermacher/RA_Reasoner2.0-i1-GGUF/resolve/main/RA_Reasoner2.0.i1-Q3_K_M.gguf) | i1-Q3_K_M | 5.2 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/RA_Reasoner2.0-i1-GGUF/resolve/main/RA_Reasoner2.0.i1-Q3_K_L.gguf) | i1-Q3_K_L | 5.6 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/RA_Reasoner2.0-i1-GGUF/resolve/main/RA_Reasoner2.0.i1-IQ4_XS.gguf) | i1-IQ4_XS | 5.7 | | +| [GGUF](https://huggingface.co/mradermacher/RA_Reasoner2.0-i1-GGUF/resolve/main/RA_Reasoner2.0.i1-IQ4_NL.gguf) | i1-IQ4_NL | 6.0 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/RA_Reasoner2.0-i1-GGUF/resolve/main/RA_Reasoner2.0.i1-Q4_0.gguf) | i1-Q4_0 | 6.0 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/RA_Reasoner2.0-i1-GGUF/resolve/main/RA_Reasoner2.0.i1-Q4_K_S.gguf) | i1-Q4_K_S | 6.1 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/RA_Reasoner2.0-i1-GGUF/resolve/main/RA_Reasoner2.0.i1-Q4_K_M.gguf) | i1-Q4_K_M | 6.4 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/RA_Reasoner2.0-i1-GGUF/resolve/main/RA_Reasoner2.0.i1-Q4_1.gguf) | i1-Q4_1 | 6.6 | | +| [GGUF](https://huggingface.co/mradermacher/RA_Reasoner2.0-i1-GGUF/resolve/main/RA_Reasoner2.0.i1-Q5_K_S.gguf) | i1-Q5_K_S | 7.2 | | +| [GGUF](https://huggingface.co/mradermacher/RA_Reasoner2.0-i1-GGUF/resolve/main/RA_Reasoner2.0.i1-Q5_K_M.gguf) | i1-Q5_K_M | 7.4 | | +| [GGUF](https://huggingface.co/mradermacher/RA_Reasoner2.0-i1-GGUF/resolve/main/RA_Reasoner2.0.i1-Q6_K.gguf) | i1-Q6_K | 8.6 | practically like static Q6_K | + +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. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to. + + diff --git a/imatrix.dat b/imatrix.dat new file mode 100644 index 0000000..fcad02a --- /dev/null +++ b/imatrix.dat @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a3258dd7d3eb8f03aa0164c43785ce04e23d6157dff00dc8906d2d24f98e1ae4 +size 6644805