commit 339bfdee82b8eb5c65e77805221dc24cc9684b6c Author: ModelHub XC Date: Thu May 7 01:08:49 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Polaris-1.7B-stage-1-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..6b0a432 --- /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 +Polaris-1.7B-stage-1.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +Polaris-1.7B-stage-1.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +Polaris-1.7B-stage-1.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +Polaris-1.7B-stage-1.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Polaris-1.7B-stage-1.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Polaris-1.7B-stage-1.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Polaris-1.7B-stage-1.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Polaris-1.7B-stage-1.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Polaris-1.7B-stage-1.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +Polaris-1.7B-stage-1.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Polaris-1.7B-stage-1.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Polaris-1.7B-stage-1.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +Polaris-1.7B-stage-1.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Polaris-1.7B-stage-1.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Polaris-1.7B-stage-1.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Polaris-1.7B-stage-1.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Polaris-1.7B-stage-1.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Polaris-1.7B-stage-1.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Polaris-1.7B-stage-1.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +Polaris-1.7B-stage-1.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +Polaris-1.7B-stage-1.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Polaris-1.7B-stage-1.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Polaris-1.7B-stage-1.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Polaris-1.7B-stage-1.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Polaris-1.7B-stage-1.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Polaris-1.7B-stage-1.i1-IQ1_M.gguf b/Polaris-1.7B-stage-1.i1-IQ1_M.gguf new file mode 100644 index 0000000..3c60832 --- /dev/null +++ b/Polaris-1.7B-stage-1.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b09aace36333e726fd22d2e24240dc680d027be918809423965687623936ea6 +size 543793536 diff --git a/Polaris-1.7B-stage-1.i1-IQ1_S.gguf b/Polaris-1.7B-stage-1.i1-IQ1_S.gguf new file mode 100644 index 0000000..14bb7e3 --- /dev/null +++ b/Polaris-1.7B-stage-1.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2cf20cf4f830068f7ec163d74cd6b85fd9adc41fd4c2cbb5147dbc7133862ef6 +size 515776896 diff --git a/Polaris-1.7B-stage-1.i1-IQ2_M.gguf b/Polaris-1.7B-stage-1.i1-IQ2_M.gguf new file mode 100644 index 0000000..4326626 --- /dev/null +++ b/Polaris-1.7B-stage-1.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d39e4a1ba6bdf1f12f431b9e03810b968f8ce405c68b1b8374af9ce1285c00d3 +size 695181696 diff --git a/Polaris-1.7B-stage-1.i1-IQ2_S.gguf b/Polaris-1.7B-stage-1.i1-IQ2_S.gguf new file mode 100644 index 0000000..898c4e3 --- /dev/null +++ b/Polaris-1.7B-stage-1.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c0d715581de85b639ecc1d1b85b17854298009e45c75de8ffd243d2ddca5a663 +size 657826176 diff --git a/Polaris-1.7B-stage-1.i1-IQ2_XS.gguf b/Polaris-1.7B-stage-1.i1-IQ2_XS.gguf new file mode 100644 index 0000000..5cd62a7 --- /dev/null +++ b/Polaris-1.7B-stage-1.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fd64f9b89b4df380e3909e74bee3088ca19970a16527ed99f00deb618dfd1110 +size 631513472 diff --git a/Polaris-1.7B-stage-1.i1-IQ2_XXS.gguf b/Polaris-1.7B-stage-1.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..f58fcc3 --- /dev/null +++ b/Polaris-1.7B-stage-1.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c2c7ddb7359c3872a423db360444e65eb7a50fa95fa52c6d3946cc5dfc68cd31 +size 590487936 diff --git a/Polaris-1.7B-stage-1.i1-IQ3_M.gguf b/Polaris-1.7B-stage-1.i1-IQ3_M.gguf new file mode 100644 index 0000000..a20cb05 --- /dev/null +++ b/Polaris-1.7B-stage-1.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:896a5a966f29e2fe0cf6bc6522ffcc8158fd0c35b0a30c12fd3a2b47880142a8 +size 895662464 diff --git a/Polaris-1.7B-stage-1.i1-IQ3_S.gguf b/Polaris-1.7B-stage-1.i1-IQ3_S.gguf new file mode 100644 index 0000000..5dc4c1f --- /dev/null +++ b/Polaris-1.7B-stage-1.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7377f08e0915fa0e81439e7c47b73344a221f488a3d069a394696de4e381f253 +size 867252608 diff --git a/Polaris-1.7B-stage-1.i1-IQ3_XS.gguf b/Polaris-1.7B-stage-1.i1-IQ3_XS.gguf new file mode 100644 index 0000000..511aec7 --- /dev/null +++ b/Polaris-1.7B-stage-1.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f8b238633e57b4ea96fcd22e34190fc65a6ecc6ceb63d84f7e2db2621a17b950 +size 834222464 diff --git a/Polaris-1.7B-stage-1.i1-IQ3_XXS.gguf b/Polaris-1.7B-stage-1.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..71218ff --- /dev/null +++ b/Polaris-1.7B-stage-1.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9cb9ef6793007f3dfb36bc4d5216db6127a244c5de74a69eea66b173bbc7be11 +size 754360704 diff --git a/Polaris-1.7B-stage-1.i1-IQ4_NL.gguf b/Polaris-1.7B-stage-1.i1-IQ4_NL.gguf new file mode 100644 index 0000000..7c76ffc --- /dev/null +++ b/Polaris-1.7B-stage-1.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8631c38c2a687033563f1d49c3390aa592bcb5c4119fd15af4204d2399f9aa86 +size 1054423424 diff --git a/Polaris-1.7B-stage-1.i1-IQ4_XS.gguf b/Polaris-1.7B-stage-1.i1-IQ4_XS.gguf new file mode 100644 index 0000000..68275e1 --- /dev/null +++ b/Polaris-1.7B-stage-1.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c8ec98debf32203a2d7f0f913da0dff721223aa535e1fee20e936588c7e7a7a +size 1010383232 diff --git a/Polaris-1.7B-stage-1.i1-Q2_K.gguf b/Polaris-1.7B-stage-1.i1-Q2_K.gguf new file mode 100644 index 0000000..db99bee --- /dev/null +++ b/Polaris-1.7B-stage-1.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aaa9c46c176546ec18ec352c7aa91c1044adaf693805c96feb5ac0b5101b401e +size 777795968 diff --git a/Polaris-1.7B-stage-1.i1-Q2_K_S.gguf b/Polaris-1.7B-stage-1.i1-Q2_K_S.gguf new file mode 100644 index 0000000..02b3acb --- /dev/null +++ b/Polaris-1.7B-stage-1.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1088be9b6239f45f569d3581f187f3eb7e9ca9e6e91850359a4a36ec730bf04a +size 732969344 diff --git a/Polaris-1.7B-stage-1.i1-Q3_K_L.gguf b/Polaris-1.7B-stage-1.i1-Q3_K_L.gguf new file mode 100644 index 0000000..5aa5a84 --- /dev/null +++ b/Polaris-1.7B-stage-1.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fff122b2ebea33b3f6c2fe074ce3f3bd01957df006ebeef573f66fe53e373bca +size 1003501952 diff --git a/Polaris-1.7B-stage-1.i1-Q3_K_M.gguf b/Polaris-1.7B-stage-1.i1-Q3_K_M.gguf new file mode 100644 index 0000000..b94a617 --- /dev/null +++ b/Polaris-1.7B-stage-1.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:053059c32c12d2c0c14db6d3412d98192d1cf9ff35e30583d3659e21d2152efb +size 939538816 diff --git a/Polaris-1.7B-stage-1.i1-Q3_K_S.gguf b/Polaris-1.7B-stage-1.i1-Q3_K_S.gguf new file mode 100644 index 0000000..91f33c6 --- /dev/null +++ b/Polaris-1.7B-stage-1.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0576e8c78bc00a9506c172f8b790dc2c7611706aa9456b17f6969f5bfd782d2b +size 867252608 diff --git a/Polaris-1.7B-stage-1.i1-Q4_0.gguf b/Polaris-1.7B-stage-1.i1-Q4_0.gguf new file mode 100644 index 0000000..82415a4 --- /dev/null +++ b/Polaris-1.7B-stage-1.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3d165cf764b78101a92a325ef12d27672e44fedb0176c5f2eca84df54a69e0a6 +size 1056782720 diff --git a/Polaris-1.7B-stage-1.i1-Q4_1.gguf b/Polaris-1.7B-stage-1.i1-Q4_1.gguf new file mode 100644 index 0000000..d4886e7 --- /dev/null +++ b/Polaris-1.7B-stage-1.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b48bff7d49ae62dc12a3c6cb397a361d8066926fb5bbfb74c4c7e86a4d7ee142 +size 1142503808 diff --git a/Polaris-1.7B-stage-1.i1-Q4_K_M.gguf b/Polaris-1.7B-stage-1.i1-Q4_K_M.gguf new file mode 100644 index 0000000..a2bd1b4 --- /dev/null +++ b/Polaris-1.7B-stage-1.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b520e4e64e4aeb704d2e069ccf0b6dfff49e3c3b398bf874dfe0571ca541582f +size 1107409280 diff --git a/Polaris-1.7B-stage-1.i1-Q4_K_S.gguf b/Polaris-1.7B-stage-1.i1-Q4_K_S.gguf new file mode 100644 index 0000000..fcbd856 --- /dev/null +++ b/Polaris-1.7B-stage-1.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b10789d8f28aaaed4d33d18b2b358c0785b8b41e313f366809f3cb5fad1c50c +size 1060190592 diff --git a/Polaris-1.7B-stage-1.i1-Q5_K_M.gguf b/Polaris-1.7B-stage-1.i1-Q5_K_M.gguf new file mode 100644 index 0000000..da7c8db --- /dev/null +++ b/Polaris-1.7B-stage-1.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:64950dbffc894c93699f646de6a92893d4c4deefe39156cb57d4d6c4ee4f8655 +size 1257879936 diff --git a/Polaris-1.7B-stage-1.i1-Q5_K_S.gguf b/Polaris-1.7B-stage-1.i1-Q5_K_S.gguf new file mode 100644 index 0000000..70b5b43 --- /dev/null +++ b/Polaris-1.7B-stage-1.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:352c8eef45ac070a466332c3f2ead666a182d3b12a15bfad609361708886ac81 +size 1230584192 diff --git a/Polaris-1.7B-stage-1.i1-Q6_K.gguf b/Polaris-1.7B-stage-1.i1-Q6_K.gguf new file mode 100644 index 0000000..22b5720 --- /dev/null +++ b/Polaris-1.7B-stage-1.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:965ceeb81768aa281aa1e7f7ca0e8508829cc409d3bfeb28a3808b69f4ffa974 +size 1417755008 diff --git a/Polaris-1.7B-stage-1.imatrix.gguf b/Polaris-1.7B-stage-1.imatrix.gguf new file mode 100644 index 0000000..befbc91 --- /dev/null +++ b/Polaris-1.7B-stage-1.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ebbe7957a39ce73b98216ae57b58c19a5be30915a596d93a0cfae89bd7e99366 +size 2094560 diff --git a/README.md b/README.md new file mode 100644 index 0000000..fb47df5 --- /dev/null +++ b/README.md @@ -0,0 +1,82 @@ +--- +base_model: POLARIS-Project/Polaris-1.7B-stage-1 +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: [] +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/POLARIS-Project/Polaris-1.7B-stage-1 + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Polaris-1.7B-stage-1-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/Polaris-1.7B-stage-1-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/Polaris-1.7B-stage-1-i1-GGUF/resolve/main/Polaris-1.7B-stage-1.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/Polaris-1.7B-stage-1-i1-GGUF/resolve/main/Polaris-1.7B-stage-1.i1-IQ1_S.gguf) | i1-IQ1_S | 0.6 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Polaris-1.7B-stage-1-i1-GGUF/resolve/main/Polaris-1.7B-stage-1.i1-IQ1_M.gguf) | i1-IQ1_M | 0.6 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Polaris-1.7B-stage-1-i1-GGUF/resolve/main/Polaris-1.7B-stage-1.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/Polaris-1.7B-stage-1-i1-GGUF/resolve/main/Polaris-1.7B-stage-1.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/Polaris-1.7B-stage-1-i1-GGUF/resolve/main/Polaris-1.7B-stage-1.i1-IQ2_S.gguf) | i1-IQ2_S | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/Polaris-1.7B-stage-1-i1-GGUF/resolve/main/Polaris-1.7B-stage-1.i1-IQ2_M.gguf) | i1-IQ2_M | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/Polaris-1.7B-stage-1-i1-GGUF/resolve/main/Polaris-1.7B-stage-1.i1-Q2_K_S.gguf) | i1-Q2_K_S | 0.8 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/Polaris-1.7B-stage-1-i1-GGUF/resolve/main/Polaris-1.7B-stage-1.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 0.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Polaris-1.7B-stage-1-i1-GGUF/resolve/main/Polaris-1.7B-stage-1.i1-Q2_K.gguf) | i1-Q2_K | 0.9 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Polaris-1.7B-stage-1-i1-GGUF/resolve/main/Polaris-1.7B-stage-1.i1-IQ3_XS.gguf) | i1-IQ3_XS | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/Polaris-1.7B-stage-1-i1-GGUF/resolve/main/Polaris-1.7B-stage-1.i1-IQ3_S.gguf) | i1-IQ3_S | 1.0 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Polaris-1.7B-stage-1-i1-GGUF/resolve/main/Polaris-1.7B-stage-1.i1-Q3_K_S.gguf) | i1-Q3_K_S | 1.0 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Polaris-1.7B-stage-1-i1-GGUF/resolve/main/Polaris-1.7B-stage-1.i1-IQ3_M.gguf) | i1-IQ3_M | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/Polaris-1.7B-stage-1-i1-GGUF/resolve/main/Polaris-1.7B-stage-1.i1-Q3_K_M.gguf) | i1-Q3_K_M | 1.0 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Polaris-1.7B-stage-1-i1-GGUF/resolve/main/Polaris-1.7B-stage-1.i1-Q3_K_L.gguf) | i1-Q3_K_L | 1.1 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Polaris-1.7B-stage-1-i1-GGUF/resolve/main/Polaris-1.7B-stage-1.i1-IQ4_XS.gguf) | i1-IQ4_XS | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/Polaris-1.7B-stage-1-i1-GGUF/resolve/main/Polaris-1.7B-stage-1.i1-IQ4_NL.gguf) | i1-IQ4_NL | 1.2 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/Polaris-1.7B-stage-1-i1-GGUF/resolve/main/Polaris-1.7B-stage-1.i1-Q4_0.gguf) | i1-Q4_0 | 1.2 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Polaris-1.7B-stage-1-i1-GGUF/resolve/main/Polaris-1.7B-stage-1.i1-Q4_K_S.gguf) | i1-Q4_K_S | 1.2 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Polaris-1.7B-stage-1-i1-GGUF/resolve/main/Polaris-1.7B-stage-1.i1-Q4_K_M.gguf) | i1-Q4_K_M | 1.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Polaris-1.7B-stage-1-i1-GGUF/resolve/main/Polaris-1.7B-stage-1.i1-Q4_1.gguf) | i1-Q4_1 | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/Polaris-1.7B-stage-1-i1-GGUF/resolve/main/Polaris-1.7B-stage-1.i1-Q5_K_S.gguf) | i1-Q5_K_S | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/Polaris-1.7B-stage-1-i1-GGUF/resolve/main/Polaris-1.7B-stage-1.i1-Q5_K_M.gguf) | i1-Q5_K_M | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/Polaris-1.7B-stage-1-i1-GGUF/resolve/main/Polaris-1.7B-stage-1.i1-Q6_K.gguf) | i1-Q6_K | 1.5 | 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. + +