commit a6f8cbc7592059763fd7a32a7a76cd95d59b463d Author: ModelHub XC Date: Fri Apr 24 22:42:08 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/SpaceOm-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..80cfb8f --- /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 +*.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 +imatrix.dat filter=lfs diff=lfs merge=lfs -text +SpaceOm.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +SpaceOm.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +SpaceOm.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +SpaceOm.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +SpaceOm.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +SpaceOm.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +SpaceOm.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +SpaceOm.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +SpaceOm.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +SpaceOm.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +SpaceOm.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +SpaceOm.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +SpaceOm.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +SpaceOm.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SpaceOm.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +SpaceOm.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SpaceOm.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SpaceOm.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +SpaceOm.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +SpaceOm.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SpaceOm.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SpaceOm.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SpaceOm.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SpaceOm.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..6c87488 --- /dev/null +++ b/README.md @@ -0,0 +1,99 @@ +--- +base_model: remyxai/SpaceOm +datasets: +- remyxai/SpaceThinker +language: +- en +library_name: transformers +license: apache-2.0 +license_link: https://huggingface.co/Qwen/Qwen2.5-VL-3B-Instruct/blob/main/LICENSE +license_name: qwen-research +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- remyx +- SpatialReasoning +- spatial-reasoning +- test-time-compute +- thinking +- reasoning +- multimodal +- vlm +- vision-language +- distance-estimation +- quantitative-spatial-reasoning +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/remyxai/SpaceOm + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#SpaceOm-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/SpaceOm-GGUF + +**This is a vision model - mmproj files (if any) will be in the [static repository](https://huggingface.co/mradermacher/SpaceOm-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/SpaceOm-i1-GGUF/resolve/main/SpaceOm.i1-IQ1_S.gguf) | i1-IQ1_S | 0.9 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/SpaceOm-i1-GGUF/resolve/main/SpaceOm.i1-IQ1_M.gguf) | i1-IQ1_M | 1.0 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/SpaceOm-i1-GGUF/resolve/main/SpaceOm.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/SpaceOm-i1-GGUF/resolve/main/SpaceOm.i1-IQ2_XS.gguf) | i1-IQ2_XS | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/SpaceOm-i1-GGUF/resolve/main/SpaceOm.i1-IQ2_S.gguf) | i1-IQ2_S | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/SpaceOm-i1-GGUF/resolve/main/SpaceOm.i1-IQ2_M.gguf) | i1-IQ2_M | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/SpaceOm-i1-GGUF/resolve/main/SpaceOm.i1-Q2_K_S.gguf) | i1-Q2_K_S | 1.3 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/SpaceOm-i1-GGUF/resolve/main/SpaceOm.i1-Q2_K.gguf) | i1-Q2_K | 1.4 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/SpaceOm-i1-GGUF/resolve/main/SpaceOm.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 1.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/SpaceOm-i1-GGUF/resolve/main/SpaceOm.i1-IQ3_XS.gguf) | i1-IQ3_XS | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/SpaceOm-i1-GGUF/resolve/main/SpaceOm.i1-Q3_K_S.gguf) | i1-Q3_K_S | 1.6 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/SpaceOm-i1-GGUF/resolve/main/SpaceOm.i1-IQ3_S.gguf) | i1-IQ3_S | 1.6 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/SpaceOm-i1-GGUF/resolve/main/SpaceOm.i1-IQ3_M.gguf) | i1-IQ3_M | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/SpaceOm-i1-GGUF/resolve/main/SpaceOm.i1-Q3_K_M.gguf) | i1-Q3_K_M | 1.7 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/SpaceOm-i1-GGUF/resolve/main/SpaceOm.i1-Q3_K_L.gguf) | i1-Q3_K_L | 1.8 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/SpaceOm-i1-GGUF/resolve/main/SpaceOm.i1-IQ4_XS.gguf) | i1-IQ4_XS | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/SpaceOm-i1-GGUF/resolve/main/SpaceOm.i1-IQ4_NL.gguf) | i1-IQ4_NL | 1.9 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/SpaceOm-i1-GGUF/resolve/main/SpaceOm.i1-Q4_0.gguf) | i1-Q4_0 | 1.9 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/SpaceOm-i1-GGUF/resolve/main/SpaceOm.i1-Q4_K_S.gguf) | i1-Q4_K_S | 1.9 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/SpaceOm-i1-GGUF/resolve/main/SpaceOm.i1-Q4_K_M.gguf) | i1-Q4_K_M | 2.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SpaceOm-i1-GGUF/resolve/main/SpaceOm.i1-Q4_1.gguf) | i1-Q4_1 | 2.1 | | +| [GGUF](https://huggingface.co/mradermacher/SpaceOm-i1-GGUF/resolve/main/SpaceOm.i1-Q5_K_S.gguf) | i1-Q5_K_S | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/SpaceOm-i1-GGUF/resolve/main/SpaceOm.i1-Q5_K_M.gguf) | i1-Q5_K_M | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/SpaceOm-i1-GGUF/resolve/main/SpaceOm.i1-Q6_K.gguf) | i1-Q6_K | 2.6 | 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/SpaceOm.i1-IQ1_M.gguf b/SpaceOm.i1-IQ1_M.gguf new file mode 100644 index 0000000..05d1467 --- /dev/null +++ b/SpaceOm.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5afc1588abdaecd576171fd7ab5046c380590b897f20e0472d24edad39abf314 +size 850025856 diff --git a/SpaceOm.i1-IQ1_S.gguf b/SpaceOm.i1-IQ1_S.gguf new file mode 100644 index 0000000..ebdbbeb --- /dev/null +++ b/SpaceOm.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:035270fee55bd669975bf7f200c4083c317dfcc6ea42968b982bcd84f63dbb20 +size 791092608 diff --git a/SpaceOm.i1-IQ2_M.gguf b/SpaceOm.i1-IQ2_M.gguf new file mode 100644 index 0000000..bfcf119 --- /dev/null +++ b/SpaceOm.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8483ac5345b0f528545962d129d8231ca082eb15bbd15e4fb5f91af53dbb47cf +size 1140514176 diff --git a/SpaceOm.i1-IQ2_S.gguf b/SpaceOm.i1-IQ2_S.gguf new file mode 100644 index 0000000..4abc86e --- /dev/null +++ b/SpaceOm.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e83485ff88f1e5c8824d183a79c0961afa02894ca732e1fac1ad9674c1289b37 +size 1061936512 diff --git a/SpaceOm.i1-IQ2_XS.gguf b/SpaceOm.i1-IQ2_XS.gguf new file mode 100644 index 0000000..52d0250 --- /dev/null +++ b/SpaceOm.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b2ab3a7e3b66b05251643030b8ada78807a6c72d85481e659ffc7cef3084cab +size 1031544192 diff --git a/SpaceOm.i1-IQ2_XXS.gguf b/SpaceOm.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..3fb77b9 --- /dev/null +++ b/SpaceOm.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a0b0877fd150fca7a43e6339b15d808096428570f4d6f6c4261bda416a50804 +size 948247936 diff --git a/SpaceOm.i1-IQ3_M.gguf b/SpaceOm.i1-IQ3_M.gguf new file mode 100644 index 0000000..3ec16f2 --- /dev/null +++ b/SpaceOm.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf9dc165c6b8c3b5064c8fdda8cb31611bff22b00a9147ea1d8513ca99dcc3ae +size 1488893312 diff --git a/SpaceOm.i1-IQ3_S.gguf b/SpaceOm.i1-IQ3_S.gguf new file mode 100644 index 0000000..4fcdaed --- /dev/null +++ b/SpaceOm.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6163d9f72c6afef9e163a5c7816d896bf953419d19c766894e9072f25cdfc425 +size 1456862592 diff --git a/SpaceOm.i1-IQ3_XS.gguf b/SpaceOm.i1-IQ3_XS.gguf new file mode 100644 index 0000000..ef53ba3 --- /dev/null +++ b/SpaceOm.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6d402719e4114d0d658bfab2f589144735e320457a95462de63ddda5298744df +size 1391834496 diff --git a/SpaceOm.i1-IQ3_XXS.gguf b/SpaceOm.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..4359d65 --- /dev/null +++ b/SpaceOm.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:30927114ed0d9dc5ad8212d64d34f6869d6867609b5bbb7f61062d23e784c632 +size 1282825600 diff --git a/SpaceOm.i1-IQ4_NL.gguf b/SpaceOm.i1-IQ4_NL.gguf new file mode 100644 index 0000000..a1a3f1d --- /dev/null +++ b/SpaceOm.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:028e3f477a79fa2db2d1d9a7302b9f44b44ff6254e2d6e6c672ff71c63476fd0 +size 1825207680 diff --git a/SpaceOm.i1-IQ4_XS.gguf b/SpaceOm.i1-IQ4_XS.gguf new file mode 100644 index 0000000..c0cf311 --- /dev/null +++ b/SpaceOm.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e4ff8eb04be02081a73acd8ad390235e791d9b1e2ea5df18bf6dc04ced99a11 +size 1739093376 diff --git a/SpaceOm.i1-Q2_K.gguf b/SpaceOm.i1-Q2_K.gguf new file mode 100644 index 0000000..b28aea1 --- /dev/null +++ b/SpaceOm.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8dc3d2141509de251e6a6d465b9e3bd18db19cf43bdb1b2aff4a4dbefc08fb11 +size 1274754432 diff --git a/SpaceOm.i1-Q2_K_S.gguf b/SpaceOm.i1-Q2_K_S.gguf new file mode 100644 index 0000000..8c7525f --- /dev/null +++ b/SpaceOm.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ce6c5428691ab944581a5863c1e582edaf9f0808e9d6cb6462f91d79f7684fcd +size 1198126464 diff --git a/SpaceOm.i1-Q3_K_L.gguf b/SpaceOm.i1-Q3_K_L.gguf new file mode 100644 index 0000000..69cfe93 --- /dev/null +++ b/SpaceOm.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb8efab26959f091f5c172b91b8edf1293e8aa908f9eb2f69c65b9e0093d9a3b +size 1707390336 diff --git a/SpaceOm.i1-Q3_K_M.gguf b/SpaceOm.i1-Q3_K_M.gguf new file mode 100644 index 0000000..cdde40d --- /dev/null +++ b/SpaceOm.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:596d95a2d61c57f70eed121b98b543c5a1fd832eeac598424f2afd6b7846a75d +size 1590474112 diff --git a/SpaceOm.i1-Q3_K_S.gguf b/SpaceOm.i1-Q3_K_S.gguf new file mode 100644 index 0000000..18fb266 --- /dev/null +++ b/SpaceOm.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f27df7460cb883ba893d0f78b46f55835ceaf8a9812c96d4048b0da4cc4b024b +size 1454355840 diff --git a/SpaceOm.i1-Q4_0.gguf b/SpaceOm.i1-Q4_0.gguf new file mode 100644 index 0000000..dbdd5ff --- /dev/null +++ b/SpaceOm.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:270c7b1bbeb15d2f09c0af676a51558ed6c25dfbf3f08bba85a268ecd48ce656 +size 1828484480 diff --git a/SpaceOm.i1-Q4_1.gguf b/SpaceOm.i1-Q4_1.gguf new file mode 100644 index 0000000..c9579cf --- /dev/null +++ b/SpaceOm.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f43e4ba7d3093a40994c5e9a904f37ab6eb633583515b99558decb5cba2256e +size 1996256640 diff --git a/SpaceOm.i1-Q4_K_M.gguf b/SpaceOm.i1-Q4_K_M.gguf new file mode 100644 index 0000000..e8d36b8 --- /dev/null +++ b/SpaceOm.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:405519d066475c376ca72e1c2786abc282aa2dbb24383c4849a050af43a391f8 +size 1929901440 diff --git a/SpaceOm.i1-Q4_K_S.gguf b/SpaceOm.i1-Q4_K_S.gguf new file mode 100644 index 0000000..03a58e1 --- /dev/null +++ b/SpaceOm.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7c4fecb7f736579e6e20ffeef93e820c8b306a8ccf77d87aa739084af1098946 +size 1834382720 diff --git a/SpaceOm.i1-Q5_K_M.gguf b/SpaceOm.i1-Q5_K_M.gguf new file mode 100644 index 0000000..65c136e --- /dev/null +++ b/SpaceOm.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f36f0a99d45c0ef241000600ed39093cb4c4bd36f13f4d373ebb1b83d57d83be +size 2224813440 diff --git a/SpaceOm.i1-Q5_K_S.gguf b/SpaceOm.i1-Q5_K_S.gguf new file mode 100644 index 0000000..09faddb --- /dev/null +++ b/SpaceOm.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d1203c8ce1437656a57d9cd6fa58347a742fd694818308b64e94668ed67cbdcb +size 2169664896 diff --git a/SpaceOm.i1-Q6_K.gguf b/SpaceOm.i1-Q6_K.gguf new file mode 100644 index 0000000..523baf4 --- /dev/null +++ b/SpaceOm.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aea46fe3f80da85444b11f0440659cfb33104b95b33cd0150fc23f73dfd0ff20 +size 2538157440 diff --git a/imatrix.dat b/imatrix.dat new file mode 100644 index 0000000..3d57e82 --- /dev/null +++ b/imatrix.dat @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:503ce16fdb4ab7a420fe25f333caf257edc76391ec929a3a823e34a901ee4e61 +size 3362977