commit 55f5bec3fe742be0dee67e287fd366e7ed96e672 Author: ModelHub XC Date: Fri May 15 18:13:53 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/KangalKhan-RawRuby-7B-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..d6c8a82 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,57 @@ +*.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 +KangalKhan-RawRuby-7B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-RawRuby-7B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-RawRuby-7B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-RawRuby-7B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-RawRuby-7B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-RawRuby-7B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-RawRuby-7B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-RawRuby-7B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-RawRuby-7B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-RawRuby-7B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-RawRuby-7B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-RawRuby-7B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-RawRuby-7B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-RawRuby-7B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-RawRuby-7B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-RawRuby-7B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-RawRuby-7B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-RawRuby-7B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-RawRuby-7B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-RawRuby-7B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +KangalKhan-RawRuby-7B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/KangalKhan-RawRuby-7B.i1-IQ1_M.gguf b/KangalKhan-RawRuby-7B.i1-IQ1_M.gguf new file mode 100644 index 0000000..15732b7 --- /dev/null +++ b/KangalKhan-RawRuby-7B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d778aa3128d088590ecb53147e3b23cdec7cf49cb3c5d4107b1172f4a11c058 +size 1754454720 diff --git a/KangalKhan-RawRuby-7B.i1-IQ1_S.gguf b/KangalKhan-RawRuby-7B.i1-IQ1_S.gguf new file mode 100644 index 0000000..de5aabe --- /dev/null +++ b/KangalKhan-RawRuby-7B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9204bc8e2ecb6c337b98cc216a2b2592b17b0572d45b904f59e9205220b2bbea +size 1612110528 diff --git a/KangalKhan-RawRuby-7B.i1-IQ2_M.gguf b/KangalKhan-RawRuby-7B.i1-IQ2_M.gguf new file mode 100644 index 0000000..5511a9c --- /dev/null +++ b/KangalKhan-RawRuby-7B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:614bac329ac9d278972aabee7f4a31e03c7c1c8138aba4e386642a2671274fbb +size 2500722176 diff --git a/KangalKhan-RawRuby-7B.i1-IQ2_S.gguf b/KangalKhan-RawRuby-7B.i1-IQ2_S.gguf new file mode 100644 index 0000000..0ed02f3 --- /dev/null +++ b/KangalKhan-RawRuby-7B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6103a6cdd14e8391f0a286ea86e063606f9e5633be7e3cd35a9cf56bfea36a68 +size 2310929920 diff --git a/KangalKhan-RawRuby-7B.i1-IQ2_XS.gguf b/KangalKhan-RawRuby-7B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..6dbea2e --- /dev/null +++ b/KangalKhan-RawRuby-7B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d55990861915d41fe9bf76889ebbd85b9f9d34dfb993980e5dd1df8822fcd10 +size 2198264512 diff --git a/KangalKhan-RawRuby-7B.i1-IQ2_XXS.gguf b/KangalKhan-RawRuby-7B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..28ce1f5 --- /dev/null +++ b/KangalKhan-RawRuby-7B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e535bd2a23ef61ed49482af61524587571049f6680442eee5e52872fd95949ad +size 1991695040 diff --git a/KangalKhan-RawRuby-7B.i1-IQ3_M.gguf b/KangalKhan-RawRuby-7B.i1-IQ3_M.gguf new file mode 100644 index 0000000..dfbcec9 --- /dev/null +++ b/KangalKhan-RawRuby-7B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7854787cfa37e3d66620238880cac3be1b1f23e0e37d18d7ea298ae346532da9 +size 3284902464 diff --git a/KangalKhan-RawRuby-7B.i1-IQ3_S.gguf b/KangalKhan-RawRuby-7B.i1-IQ3_S.gguf new file mode 100644 index 0000000..ad26698 --- /dev/null +++ b/KangalKhan-RawRuby-7B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db655702ae5f8576152dc7de9bd8f5a533358c13592213af269661604c2067ee +size 3182404160 diff --git a/KangalKhan-RawRuby-7B.i1-IQ3_XS.gguf b/KangalKhan-RawRuby-7B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..8c221e0 --- /dev/null +++ b/KangalKhan-RawRuby-7B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0cffc5e407755c8c31bf84c06ee30476c731ab964698bd9eb24806fce8fce3be +size 3018826304 diff --git a/KangalKhan-RawRuby-7B.i1-IQ3_XXS.gguf b/KangalKhan-RawRuby-7B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..7173450 --- /dev/null +++ b/KangalKhan-RawRuby-7B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:283361ea06ed2989e7447131acdb246a37e1a057125e1e37d6180ddb2d13282a +size 2827353600 diff --git a/KangalKhan-RawRuby-7B.i1-IQ4_XS.gguf b/KangalKhan-RawRuby-7B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..ce8049f --- /dev/null +++ b/KangalKhan-RawRuby-7B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:57beeb2b6cc3291096323a2fbe76b423a6e5f458394eff05633b5870f3e5155d +size 3907700096 diff --git a/KangalKhan-RawRuby-7B.i1-Q2_K.gguf b/KangalKhan-RawRuby-7B.i1-Q2_K.gguf new file mode 100644 index 0000000..ec15a22 --- /dev/null +++ b/KangalKhan-RawRuby-7B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0f38cf47e5d36eee247157aebede8d6b5dcbbdccc7c535aa307c8fc1ce86f98b +size 2719252224 diff --git a/KangalKhan-RawRuby-7B.i1-Q3_K_L.gguf b/KangalKhan-RawRuby-7B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..2498a22 --- /dev/null +++ b/KangalKhan-RawRuby-7B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fcf753f43b00bfd09d7164e3ec0c0b8ed17f58d9b532111d3adfc61e7651021b +size 3822035520 diff --git a/KangalKhan-RawRuby-7B.i1-Q3_K_M.gguf b/KangalKhan-RawRuby-7B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..9d8247a --- /dev/null +++ b/KangalKhan-RawRuby-7B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f4554bf383739b41f8d271eebf54ec8a09692d1f6d290712d15c581e379dd24d +size 3518997056 diff --git a/KangalKhan-RawRuby-7B.i1-Q3_K_S.gguf b/KangalKhan-RawRuby-7B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..dfd704f --- /dev/null +++ b/KangalKhan-RawRuby-7B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:820984b4053e0643392b49bb9bef1fa0455dd01b58dbeab8d24c0c80cb5594d7 +size 3164578368 diff --git a/KangalKhan-RawRuby-7B.i1-Q4_0.gguf b/KangalKhan-RawRuby-7B.i1-Q4_0.gguf new file mode 100644 index 0000000..419e998 --- /dev/null +++ b/KangalKhan-RawRuby-7B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5f657e06e24eb4e106489a2b73c5717a07fc8632a68b03c7be5e2c9859cd1f66 +size 4123608704 diff --git a/KangalKhan-RawRuby-7B.i1-Q4_K_M.gguf b/KangalKhan-RawRuby-7B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..7878861 --- /dev/null +++ b/KangalKhan-RawRuby-7B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a87ca6df6268839c34f141314fc4140a3d8af74f3de9de7d1615a677bd15d4ec +size 4368451200 diff --git a/KangalKhan-RawRuby-7B.i1-Q4_K_S.gguf b/KangalKhan-RawRuby-7B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..d0ecf99 --- /dev/null +++ b/KangalKhan-RawRuby-7B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c7fb40923c14bf6baac01516775ad26b434cab60574a82e145d4302a8ffaf74e +size 4140385920 diff --git a/KangalKhan-RawRuby-7B.i1-Q5_K_M.gguf b/KangalKhan-RawRuby-7B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..8f48ef0 --- /dev/null +++ b/KangalKhan-RawRuby-7B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c1cf99886cae06a24a900b519b6a4e1c970c1ed8319f6595e70d65569c91ab01 +size 5131422336 diff --git a/KangalKhan-RawRuby-7B.i1-Q5_K_S.gguf b/KangalKhan-RawRuby-7B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..23a8147 --- /dev/null +++ b/KangalKhan-RawRuby-7B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aee0cd4bf135e11eb00946cff6b031753d1eeabe95c5cd0890b4d2aab8480123 +size 4997728896 diff --git a/KangalKhan-RawRuby-7B.i1-Q6_K.gguf b/KangalKhan-RawRuby-7B.i1-Q6_K.gguf new file mode 100644 index 0000000..7385780 --- /dev/null +++ b/KangalKhan-RawRuby-7B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3191b87aafb200a8e4eaad208e2f3792d6481fde873e57272107f7047dc2e9e1 +size 5942079168 diff --git a/README.md b/README.md new file mode 100644 index 0000000..451ee96 --- /dev/null +++ b/README.md @@ -0,0 +1,78 @@ +--- +base_model: Yuma42/KangalKhan-RawRuby-7B +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- merge +- mergekit +- lazymergekit +- Yuma42/KangalKhan-Ruby-7B-Fixed +- Yuma42/KangalKhan-RawEmerald-7B +--- +## About + + + + + +weighted/imatrix quants of https://huggingface.co/Yuma42/KangalKhan-RawRuby-7B + + +static quants are available at https://huggingface.co/mradermacher/KangalKhan-RawRuby-7B-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/KangalKhan-RawRuby-7B-i1-GGUF/resolve/main/KangalKhan-RawRuby-7B.i1-IQ1_S.gguf) | i1-IQ1_S | 1.7 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-RawRuby-7B-i1-GGUF/resolve/main/KangalKhan-RawRuby-7B.i1-IQ1_M.gguf) | i1-IQ1_M | 1.9 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-RawRuby-7B-i1-GGUF/resolve/main/KangalKhan-RawRuby-7B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.1 | | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-RawRuby-7B-i1-GGUF/resolve/main/KangalKhan-RawRuby-7B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-RawRuby-7B-i1-GGUF/resolve/main/KangalKhan-RawRuby-7B.i1-IQ2_S.gguf) | i1-IQ2_S | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-RawRuby-7B-i1-GGUF/resolve/main/KangalKhan-RawRuby-7B.i1-IQ2_M.gguf) | i1-IQ2_M | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-RawRuby-7B-i1-GGUF/resolve/main/KangalKhan-RawRuby-7B.i1-Q2_K.gguf) | i1-Q2_K | 2.8 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-RawRuby-7B-i1-GGUF/resolve/main/KangalKhan-RawRuby-7B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 2.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-RawRuby-7B-i1-GGUF/resolve/main/KangalKhan-RawRuby-7B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-RawRuby-7B-i1-GGUF/resolve/main/KangalKhan-RawRuby-7B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.3 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-RawRuby-7B-i1-GGUF/resolve/main/KangalKhan-RawRuby-7B.i1-IQ3_S.gguf) | i1-IQ3_S | 3.3 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-RawRuby-7B-i1-GGUF/resolve/main/KangalKhan-RawRuby-7B.i1-IQ3_M.gguf) | i1-IQ3_M | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-RawRuby-7B-i1-GGUF/resolve/main/KangalKhan-RawRuby-7B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 3.6 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-RawRuby-7B-i1-GGUF/resolve/main/KangalKhan-RawRuby-7B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 3.9 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-RawRuby-7B-i1-GGUF/resolve/main/KangalKhan-RawRuby-7B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-RawRuby-7B-i1-GGUF/resolve/main/KangalKhan-RawRuby-7B.i1-Q4_0.gguf) | i1-Q4_0 | 4.2 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-RawRuby-7B-i1-GGUF/resolve/main/KangalKhan-RawRuby-7B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.2 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-RawRuby-7B-i1-GGUF/resolve/main/KangalKhan-RawRuby-7B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 4.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-RawRuby-7B-i1-GGUF/resolve/main/KangalKhan-RawRuby-7B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-RawRuby-7B-i1-GGUF/resolve/main/KangalKhan-RawRuby-7B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/KangalKhan-RawRuby-7B-i1-GGUF/resolve/main/KangalKhan-RawRuby-7B.i1-Q6_K.gguf) | i1-Q6_K | 6.0 | 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. + + diff --git a/imatrix.dat b/imatrix.dat new file mode 100644 index 0000000..d43c6d1 --- /dev/null +++ b/imatrix.dat @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f135f8d71f5b65fb03af7900d10d9a2c35fe1f39c33e6bff4be169edefaf4073 +size 4988159