commit 94ed18129f844aec801fbc02a9838b42afcdc16e Author: ModelHub XC Date: Fri Jul 17 08:35:10 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Qwen3-4B-Nyx-V6-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..dfdba69 --- /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 +Qwen3-4B-Nyx-V6.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Nyx-V6.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Nyx-V6.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Nyx-V6.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Nyx-V6.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Nyx-V6.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Nyx-V6.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Nyx-V6.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Nyx-V6.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Nyx-V6.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Nyx-V6.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Nyx-V6.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Nyx-V6.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Nyx-V6.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Nyx-V6.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Nyx-V6.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Nyx-V6.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Nyx-V6.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Nyx-V6.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Nyx-V6.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Nyx-V6.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Nyx-V6.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Nyx-V6.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Nyx-V6.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-Nyx-V6.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Qwen3-4B-Nyx-V6.i1-IQ1_M.gguf b/Qwen3-4B-Nyx-V6.i1-IQ1_M.gguf new file mode 100644 index 0000000..bd83b9e --- /dev/null +++ b/Qwen3-4B-Nyx-V6.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3ed3e6f05dfb61d672720ae63a9cdbd2a5eaa24b8a951fdfd93dd4005540ef71 +size 1254644992 diff --git a/Qwen3-4B-Nyx-V6.i1-IQ1_S.gguf b/Qwen3-4B-Nyx-V6.i1-IQ1_S.gguf new file mode 100644 index 0000000..2f49cd4 --- /dev/null +++ b/Qwen3-4B-Nyx-V6.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7f75bcf8dab5bc94bd7f76a9fa8ee2dadb3f39783e4a09d8a786e58812d9665b +size 1182883072 diff --git a/Qwen3-4B-Nyx-V6.i1-IQ2_M.gguf b/Qwen3-4B-Nyx-V6.i1-IQ2_M.gguf new file mode 100644 index 0000000..573ecc5 --- /dev/null +++ b/Qwen3-4B-Nyx-V6.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:90587ef0355bb25296a300ec93d92f65c96c6dbc266da872a6d00fb2201e61b8 +size 1680114432 diff --git a/Qwen3-4B-Nyx-V6.i1-IQ2_S.gguf b/Qwen3-4B-Nyx-V6.i1-IQ2_S.gguf new file mode 100644 index 0000000..53acf51 --- /dev/null +++ b/Qwen3-4B-Nyx-V6.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:beeddb06dc1a35fc51634ce123af848f71e58832ce411190a73008efe84335b6 +size 1584431872 diff --git a/Qwen3-4B-Nyx-V6.i1-IQ2_XS.gguf b/Qwen3-4B-Nyx-V6.i1-IQ2_XS.gguf new file mode 100644 index 0000000..b28c382 --- /dev/null +++ b/Qwen3-4B-Nyx-V6.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4fe29ba8bc819954d9b461e122a1a8255ed964074d283b639b4738eb9e6e8cb0 +size 1481727232 diff --git a/Qwen3-4B-Nyx-V6.i1-IQ2_XXS.gguf b/Qwen3-4B-Nyx-V6.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..ef59148 --- /dev/null +++ b/Qwen3-4B-Nyx-V6.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3441531f2043f15b3a500dccb12516365cc7c6d1cb5a6ba09ac465b8183849bb +size 1374248192 diff --git a/Qwen3-4B-Nyx-V6.i1-IQ3_M.gguf b/Qwen3-4B-Nyx-V6.i1-IQ3_M.gguf new file mode 100644 index 0000000..bd8a367 --- /dev/null +++ b/Qwen3-4B-Nyx-V6.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4227d8b2f31db542887ee347b68e7312b6f6fc4f49f6df803dd4863ad2e67b52 +size 2130026752 diff --git a/Qwen3-4B-Nyx-V6.i1-IQ3_S.gguf b/Qwen3-4B-Nyx-V6.i1-IQ3_S.gguf new file mode 100644 index 0000000..29cc68b --- /dev/null +++ b/Qwen3-4B-Nyx-V6.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ce7caaccb99f62ef58d05a9e75f4aed90a759115d8d5ce6192b419731f416f5c +size 2066661632 diff --git a/Qwen3-4B-Nyx-V6.i1-IQ3_XS.gguf b/Qwen3-4B-Nyx-V6.i1-IQ3_XS.gguf new file mode 100644 index 0000000..3940515 --- /dev/null +++ b/Qwen3-4B-Nyx-V6.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f687ed468135461eb2722a0b6d231d13bcc8fe5c8397c4dd1b962320169991fc +size 1981505792 diff --git a/Qwen3-4B-Nyx-V6.i1-IQ3_XXS.gguf b/Qwen3-4B-Nyx-V6.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..58cbda6 --- /dev/null +++ b/Qwen3-4B-Nyx-V6.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:985890b32d04890ff50bcdde5562c564e1735a2a1b7650d4b4fc620e2c2e0c84 +size 1837318912 diff --git a/Qwen3-4B-Nyx-V6.i1-IQ4_NL.gguf b/Qwen3-4B-Nyx-V6.i1-IQ4_NL.gguf new file mode 100644 index 0000000..9f155f5 --- /dev/null +++ b/Qwen3-4B-Nyx-V6.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6c9fd852fbbc6fd32900c8b522f8dc1376512ddfa06af1c9ad96344aed0649ff +size 2600132352 diff --git a/Qwen3-4B-Nyx-V6.i1-IQ4_XS.gguf b/Qwen3-4B-Nyx-V6.i1-IQ4_XS.gguf new file mode 100644 index 0000000..66c39c4 --- /dev/null +++ b/Qwen3-4B-Nyx-V6.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f76d4f73c0e28a62c659b2646c1d7ded4b9b22abcc5fa5a65e2e42856da2c578 +size 2477385472 diff --git a/Qwen3-4B-Nyx-V6.i1-Q2_K.gguf b/Qwen3-4B-Nyx-V6.i1-Q2_K.gguf new file mode 100644 index 0000000..05f58de --- /dev/null +++ b/Qwen3-4B-Nyx-V6.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0d89b6a23e502ae2dcba557d5aa6de89e9dadb3edbb62bb34a39f570d08eaa4e +size 1797126912 diff --git a/Qwen3-4B-Nyx-V6.i1-Q2_K_S.gguf b/Qwen3-4B-Nyx-V6.i1-Q2_K_S.gguf new file mode 100644 index 0000000..138feef --- /dev/null +++ b/Qwen3-4B-Nyx-V6.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b7699c33ed000e24fd71575d0e54ec18783013084250fdf5daf35a7e469a0177 +size 1691081472 diff --git a/Qwen3-4B-Nyx-V6.i1-Q3_K_L.gguf b/Qwen3-4B-Nyx-V6.i1-Q3_K_L.gguf new file mode 100644 index 0000000..cc51092 --- /dev/null +++ b/Qwen3-4B-Nyx-V6.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:df236e22c4b113c1b4a63d4a8443e8b12e39058dc27f76dbdb63886d589f16d3 +size 2406916352 diff --git a/Qwen3-4B-Nyx-V6.i1-Q3_K_M.gguf b/Qwen3-4B-Nyx-V6.i1-Q3_K_M.gguf new file mode 100644 index 0000000..675cc53 --- /dev/null +++ b/Qwen3-4B-Nyx-V6.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9896182288d24e88ad5de5e1519b308382387d0a7e3147360d550204999cee42 +size 2242748672 diff --git a/Qwen3-4B-Nyx-V6.i1-Q3_K_S.gguf b/Qwen3-4B-Nyx-V6.i1-Q3_K_S.gguf new file mode 100644 index 0000000..a820dbd --- /dev/null +++ b/Qwen3-4B-Nyx-V6.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:96fdc6e714f7a0391860d3b43b40ba257efbaf76fc597d9f86dbc91615e3e8b4 +size 2054127872 diff --git a/Qwen3-4B-Nyx-V6.i1-Q4_0.gguf b/Qwen3-4B-Nyx-V6.i1-Q4_0.gguf new file mode 100644 index 0000000..e7413b2 --- /dev/null +++ b/Qwen3-4B-Nyx-V6.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2922b6c95d93f6a430dabcd88cfb804ee2b2cdf32173953d767367aa7f035d62 +size 2594561792 diff --git a/Qwen3-4B-Nyx-V6.i1-Q4_1.gguf b/Qwen3-4B-Nyx-V6.i1-Q4_1.gguf new file mode 100644 index 0000000..9e3e4ad --- /dev/null +++ b/Qwen3-4B-Nyx-V6.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ffc038ed48e72f75704265a1e4cc8d45763e830e0e4980e4f983014380526aa4 +size 2839727872 diff --git a/Qwen3-4B-Nyx-V6.i1-Q4_K_M.gguf b/Qwen3-4B-Nyx-V6.i1-Q4_K_M.gguf new file mode 100644 index 0000000..03c1bee --- /dev/null +++ b/Qwen3-4B-Nyx-V6.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:82778808b6c1c72e15bfcb71f804ca5c3ceb40454ac4a7673b700fe2310f230e +size 2716069632 diff --git a/Qwen3-4B-Nyx-V6.i1-Q4_K_S.gguf b/Qwen3-4B-Nyx-V6.i1-Q4_K_S.gguf new file mode 100644 index 0000000..6548323 --- /dev/null +++ b/Qwen3-4B-Nyx-V6.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c99da04a8e1e043d7c9fbddd2e5c1382ecf0ffb5852299f1cc550ad2c053db19 +size 2602098432 diff --git a/Qwen3-4B-Nyx-V6.i1-Q5_K_M.gguf b/Qwen3-4B-Nyx-V6.i1-Q5_K_M.gguf new file mode 100644 index 0000000..1fbe0e7 --- /dev/null +++ b/Qwen3-4B-Nyx-V6.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:39a32ca846c355290ccb7fc2a9ab23cc41e0a3d3b17120aba2d3110aa0ccb4e5 +size 3156922112 diff --git a/Qwen3-4B-Nyx-V6.i1-Q5_K_S.gguf b/Qwen3-4B-Nyx-V6.i1-Q5_K_S.gguf new file mode 100644 index 0000000..df67206 --- /dev/null +++ b/Qwen3-4B-Nyx-V6.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:87c54da83163b968a9afe303e64a9d277e455bbb527bc4178c5341cca95ab782 +size 3091119872 diff --git a/Qwen3-4B-Nyx-V6.i1-Q6_K.gguf b/Qwen3-4B-Nyx-V6.i1-Q6_K.gguf new file mode 100644 index 0000000..629bbff --- /dev/null +++ b/Qwen3-4B-Nyx-V6.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:44b3589777d1a055099043374c02865f208077b48c7828831b4ae92fa10df494 +size 3625327872 diff --git a/Qwen3-4B-Nyx-V6.imatrix.gguf b/Qwen3-4B-Nyx-V6.imatrix.gguf new file mode 100644 index 0000000..9ab7dc6 --- /dev/null +++ b/Qwen3-4B-Nyx-V6.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de4d25d361060d3062efcd4777998be28e214ab95dcc76cae32045198dece327 +size 3872640 diff --git a/README.md b/README.md new file mode 100644 index 0000000..e86cb3c --- /dev/null +++ b/README.md @@ -0,0 +1,92 @@ +--- +base_model: bunnycore/Qwen3-4B-Nyx-V6 +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- merge +- mergekit +- lazymergekit +- bunnycore/Qwen3-4B-Nyx-V1 +- Felladrin/Qwen3-4B-Merge-Variant-01 +- bunnycore/Qwen3-4B-dot-exp +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/bunnycore/Qwen3-4B-Nyx-V6 + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Qwen3-4B-Nyx-V6-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/Qwen3-4B-Nyx-V6-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/Qwen3-4B-Nyx-V6-i1-GGUF/resolve/main/Qwen3-4B-Nyx-V6.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Nyx-V6-i1-GGUF/resolve/main/Qwen3-4B-Nyx-V6.i1-IQ1_S.gguf) | i1-IQ1_S | 1.3 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Nyx-V6-i1-GGUF/resolve/main/Qwen3-4B-Nyx-V6.i1-IQ1_M.gguf) | i1-IQ1_M | 1.4 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Nyx-V6-i1-GGUF/resolve/main/Qwen3-4B-Nyx-V6.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Nyx-V6-i1-GGUF/resolve/main/Qwen3-4B-Nyx-V6.i1-IQ2_XS.gguf) | i1-IQ2_XS | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Nyx-V6-i1-GGUF/resolve/main/Qwen3-4B-Nyx-V6.i1-IQ2_S.gguf) | i1-IQ2_S | 1.7 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Nyx-V6-i1-GGUF/resolve/main/Qwen3-4B-Nyx-V6.i1-IQ2_M.gguf) | i1-IQ2_M | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Nyx-V6-i1-GGUF/resolve/main/Qwen3-4B-Nyx-V6.i1-Q2_K_S.gguf) | i1-Q2_K_S | 1.8 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Nyx-V6-i1-GGUF/resolve/main/Qwen3-4B-Nyx-V6.i1-Q2_K.gguf) | i1-Q2_K | 1.9 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Nyx-V6-i1-GGUF/resolve/main/Qwen3-4B-Nyx-V6.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 1.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Nyx-V6-i1-GGUF/resolve/main/Qwen3-4B-Nyx-V6.i1-IQ3_XS.gguf) | i1-IQ3_XS | 2.1 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Nyx-V6-i1-GGUF/resolve/main/Qwen3-4B-Nyx-V6.i1-Q3_K_S.gguf) | i1-Q3_K_S | 2.2 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Nyx-V6-i1-GGUF/resolve/main/Qwen3-4B-Nyx-V6.i1-IQ3_S.gguf) | i1-IQ3_S | 2.2 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Nyx-V6-i1-GGUF/resolve/main/Qwen3-4B-Nyx-V6.i1-IQ3_M.gguf) | i1-IQ3_M | 2.2 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Nyx-V6-i1-GGUF/resolve/main/Qwen3-4B-Nyx-V6.i1-Q3_K_M.gguf) | i1-Q3_K_M | 2.3 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Nyx-V6-i1-GGUF/resolve/main/Qwen3-4B-Nyx-V6.i1-Q3_K_L.gguf) | i1-Q3_K_L | 2.5 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Nyx-V6-i1-GGUF/resolve/main/Qwen3-4B-Nyx-V6.i1-IQ4_XS.gguf) | i1-IQ4_XS | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Nyx-V6-i1-GGUF/resolve/main/Qwen3-4B-Nyx-V6.i1-Q4_0.gguf) | i1-Q4_0 | 2.7 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Nyx-V6-i1-GGUF/resolve/main/Qwen3-4B-Nyx-V6.i1-IQ4_NL.gguf) | i1-IQ4_NL | 2.7 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Nyx-V6-i1-GGUF/resolve/main/Qwen3-4B-Nyx-V6.i1-Q4_K_S.gguf) | i1-Q4_K_S | 2.7 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Nyx-V6-i1-GGUF/resolve/main/Qwen3-4B-Nyx-V6.i1-Q4_K_M.gguf) | i1-Q4_K_M | 2.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Nyx-V6-i1-GGUF/resolve/main/Qwen3-4B-Nyx-V6.i1-Q4_1.gguf) | i1-Q4_1 | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Nyx-V6-i1-GGUF/resolve/main/Qwen3-4B-Nyx-V6.i1-Q5_K_S.gguf) | i1-Q5_K_S | 3.2 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Nyx-V6-i1-GGUF/resolve/main/Qwen3-4B-Nyx-V6.i1-Q5_K_M.gguf) | i1-Q5_K_M | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-Nyx-V6-i1-GGUF/resolve/main/Qwen3-4B-Nyx-V6.i1-Q6_K.gguf) | i1-Q6_K | 3.7 | 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. + +