commit ee16177e25bf2867579e33a81103d94f53455787 Author: ModelHub XC Date: Fri May 8 20:11:54 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/AbMagnolia-v1-12B-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..4331d7c --- /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 +AbMagnolia-v1-12B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +AbMagnolia-v1-12B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +AbMagnolia-v1-12B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +AbMagnolia-v1-12B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +AbMagnolia-v1-12B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +AbMagnolia-v1-12B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +AbMagnolia-v1-12B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +AbMagnolia-v1-12B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +AbMagnolia-v1-12B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +AbMagnolia-v1-12B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +AbMagnolia-v1-12B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +AbMagnolia-v1-12B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +AbMagnolia-v1-12B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +AbMagnolia-v1-12B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +AbMagnolia-v1-12B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +AbMagnolia-v1-12B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +AbMagnolia-v1-12B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +AbMagnolia-v1-12B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +AbMagnolia-v1-12B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +AbMagnolia-v1-12B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +AbMagnolia-v1-12B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +AbMagnolia-v1-12B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +AbMagnolia-v1-12B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +AbMagnolia-v1-12B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +AbMagnolia-v1-12B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/AbMagnolia-v1-12B.i1-IQ1_M.gguf b/AbMagnolia-v1-12B.i1-IQ1_M.gguf new file mode 100644 index 0000000..dc1764d --- /dev/null +++ b/AbMagnolia-v1-12B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6a1359e352c0eeba450deb5690be7a1309baa3416b36134d3168baff96c52f8d +size 3221625024 diff --git a/AbMagnolia-v1-12B.i1-IQ1_S.gguf b/AbMagnolia-v1-12B.i1-IQ1_S.gguf new file mode 100644 index 0000000..8d4a755 --- /dev/null +++ b/AbMagnolia-v1-12B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a8dddf76ba32a5f1c6497148c4a90ca0e72396874c55eb38b0dba72802f9c799 +size 2999212224 diff --git a/AbMagnolia-v1-12B.i1-IQ2_M.gguf b/AbMagnolia-v1-12B.i1-IQ2_M.gguf new file mode 100644 index 0000000..032cdc6 --- /dev/null +++ b/AbMagnolia-v1-12B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ad1df06dd5f1506d1183c8a1892f53d61a7018f0030a76cdd66cc2325491377 +size 4435024064 diff --git a/AbMagnolia-v1-12B.i1-IQ2_S.gguf b/AbMagnolia-v1-12B.i1-IQ2_S.gguf new file mode 100644 index 0000000..098b68c --- /dev/null +++ b/AbMagnolia-v1-12B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:146cfa012fcfb9ae62a7e20c47315e470430da4d7d1d9d8afe350c7cb8c750d4 +size 4138473664 diff --git a/AbMagnolia-v1-12B.i1-IQ2_XS.gguf b/AbMagnolia-v1-12B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..ef1bf05 --- /dev/null +++ b/AbMagnolia-v1-12B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cab88077ea7cc295d18cce5a57b9dccf667521f298652cdcd7f32be07209b86d +size 3915077824 diff --git a/AbMagnolia-v1-12B.i1-IQ2_XXS.gguf b/AbMagnolia-v1-12B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..6fa00fc --- /dev/null +++ b/AbMagnolia-v1-12B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:03348a88251c28169d200f2e6d2fa35a70a077788698673cb9a36e8c5ef677bc +size 3592313024 diff --git a/AbMagnolia-v1-12B.i1-IQ3_M.gguf b/AbMagnolia-v1-12B.i1-IQ3_M.gguf new file mode 100644 index 0000000..011f982 --- /dev/null +++ b/AbMagnolia-v1-12B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:11fa7edbc8ec62fad59f78d3ec5b771650c3750a9d6c7c8ccd84cf4bd5659608 +size 5722233024 diff --git a/AbMagnolia-v1-12B.i1-IQ3_S.gguf b/AbMagnolia-v1-12B.i1-IQ3_S.gguf new file mode 100644 index 0000000..dbeb00e --- /dev/null +++ b/AbMagnolia-v1-12B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7edb166c13593bc615532c14d4c4ce60ac6014bb1970bfe07fae154cd9d9f2c4 +size 5562079424 diff --git a/AbMagnolia-v1-12B.i1-IQ3_XS.gguf b/AbMagnolia-v1-12B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..fbad292 --- /dev/null +++ b/AbMagnolia-v1-12B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4fcb3b4eb634a15ecd1e2046b5e9d111a2a695dc027e9b4bff64ee56a802b109 +size 5306489024 diff --git a/AbMagnolia-v1-12B.i1-IQ3_XXS.gguf b/AbMagnolia-v1-12B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..0d9f964 --- /dev/null +++ b/AbMagnolia-v1-12B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d00e06bd6f35e8ee539396f468c6de64e08bcf057825002398b6502bf52bbe48 +size 4945385664 diff --git a/AbMagnolia-v1-12B.i1-IQ4_NL.gguf b/AbMagnolia-v1-12B.i1-IQ4_NL.gguf new file mode 100644 index 0000000..75c7730 --- /dev/null +++ b/AbMagnolia-v1-12B.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e44a602331ed3cf5c4fa8d17d012e20ef5162bfec7377d02a6e5c12c5a32d987 +size 7097915584 diff --git a/AbMagnolia-v1-12B.i1-IQ4_XS.gguf b/AbMagnolia-v1-12B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..157e012 --- /dev/null +++ b/AbMagnolia-v1-12B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:59982867f02990717f5cd958eec80e849f2f066539ca17a236bd2fd24d255caa +size 6742710464 diff --git a/AbMagnolia-v1-12B.i1-Q2_K.gguf b/AbMagnolia-v1-12B.i1-Q2_K.gguf new file mode 100644 index 0000000..4904a4f --- /dev/null +++ b/AbMagnolia-v1-12B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:39ab76cb3e3bf2b8684dcf8c7acda22e81d09fa0b05e7219c06e89e94013bda6 +size 4791048384 diff --git a/AbMagnolia-v1-12B.i1-Q2_K_S.gguf b/AbMagnolia-v1-12B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..b0f85c7 --- /dev/null +++ b/AbMagnolia-v1-12B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e2bb676256eccc32941aa428f4e32dca3637daf09ecfa4fa1b6134ac15cb6038 +size 4493678784 diff --git a/AbMagnolia-v1-12B.i1-Q3_K_L.gguf b/AbMagnolia-v1-12B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..0293705 --- /dev/null +++ b/AbMagnolia-v1-12B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b3cf278e76caf012976da03c1017592cda937685591178afd2dc4efc7ceb0061 +size 6561503424 diff --git a/AbMagnolia-v1-12B.i1-Q3_K_M.gguf b/AbMagnolia-v1-12B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..9f4943e --- /dev/null +++ b/AbMagnolia-v1-12B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5825307cdb7da831d495e9fb75d0bd6b61381c420692317f125ee75617e4d078 +size 6083090624 diff --git a/AbMagnolia-v1-12B.i1-Q3_K_S.gguf b/AbMagnolia-v1-12B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..f66b5e2 --- /dev/null +++ b/AbMagnolia-v1-12B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ffa4225e4535a9eaf421e299dcd6878b55c4607336ee27f211dc034e870ddf01 +size 5534226624 diff --git a/AbMagnolia-v1-12B.i1-Q4_0.gguf b/AbMagnolia-v1-12B.i1-Q4_0.gguf new file mode 100644 index 0000000..fb0602b --- /dev/null +++ b/AbMagnolia-v1-12B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3fb4747009a04316c03a93d1c66ef44babc93135285a267b0ba9a555ac173407 +size 7094638784 diff --git a/AbMagnolia-v1-12B.i1-Q4_1.gguf b/AbMagnolia-v1-12B.i1-Q4_1.gguf new file mode 100644 index 0000000..bf1a9f1 --- /dev/null +++ b/AbMagnolia-v1-12B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:32759fde748f3423f71fd4b88a0b6a60ec399426155f1f668b417803d4b67db8 +size 7795218624 diff --git a/AbMagnolia-v1-12B.i1-Q4_K_M.gguf b/AbMagnolia-v1-12B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..a683c5b --- /dev/null +++ b/AbMagnolia-v1-12B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5309f94d0475945473317113b098cd0b111fe88b65d27f79e7f3994451d08e40 +size 7477205184 diff --git a/AbMagnolia-v1-12B.i1-Q4_K_S.gguf b/AbMagnolia-v1-12B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..ebccdec --- /dev/null +++ b/AbMagnolia-v1-12B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:49486b91dfbb053e572a7e0f2f2cfd46ae8349885ace96a047f4d32de4d4616d +size 7120197824 diff --git a/AbMagnolia-v1-12B.i1-Q5_K_M.gguf b/AbMagnolia-v1-12B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..addafff --- /dev/null +++ b/AbMagnolia-v1-12B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9bafdb2a429623dc5842ebae76062ec9a1c44a2fe9ccc7c542403c82d1584b9f +size 8727632064 diff --git a/AbMagnolia-v1-12B.i1-Q5_K_S.gguf b/AbMagnolia-v1-12B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..f6055a2 --- /dev/null +++ b/AbMagnolia-v1-12B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:75f3069298fa7dd59a03d6e1c095121f7724be742c3a7c56253902ed07786549 +size 8518736064 diff --git a/AbMagnolia-v1-12B.i1-Q6_K.gguf b/AbMagnolia-v1-12B.i1-Q6_K.gguf new file mode 100644 index 0000000..482ca0c --- /dev/null +++ b/AbMagnolia-v1-12B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e563c13cc874fca549df64f5250977126c919c46971683f080d32efa6a499ef3 +size 10056210624 diff --git a/AbMagnolia-v1-12B.imatrix.gguf b/AbMagnolia-v1-12B.imatrix.gguf new file mode 100644 index 0000000..ec0b072 --- /dev/null +++ b/AbMagnolia-v1-12B.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0e1bec5770c1e98e6cd1399e77e970f8000b572076a24caf079b84e7ac78b15 +size 7088192 diff --git a/README.md b/README.md new file mode 100644 index 0000000..017eafc --- /dev/null +++ b/README.md @@ -0,0 +1,96 @@ +--- +base_model: grimjim/AbMagnolia-v1-12B +language: +- en +- fr +- de +- es +- it +- pt +- ru +- zh +- ja +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- mergekit +- merge +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/grimjim/AbMagnolia-v1-12B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#AbMagnolia-v1-12B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/AbMagnolia-v1-12B-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/AbMagnolia-v1-12B-i1-GGUF/resolve/main/AbMagnolia-v1-12B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/AbMagnolia-v1-12B-i1-GGUF/resolve/main/AbMagnolia-v1-12B.i1-IQ1_S.gguf) | i1-IQ1_S | 3.1 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/AbMagnolia-v1-12B-i1-GGUF/resolve/main/AbMagnolia-v1-12B.i1-IQ1_M.gguf) | i1-IQ1_M | 3.3 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/AbMagnolia-v1-12B-i1-GGUF/resolve/main/AbMagnolia-v1-12B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/AbMagnolia-v1-12B-i1-GGUF/resolve/main/AbMagnolia-v1-12B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/AbMagnolia-v1-12B-i1-GGUF/resolve/main/AbMagnolia-v1-12B.i1-IQ2_S.gguf) | i1-IQ2_S | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/AbMagnolia-v1-12B-i1-GGUF/resolve/main/AbMagnolia-v1-12B.i1-IQ2_M.gguf) | i1-IQ2_M | 4.5 | | +| [GGUF](https://huggingface.co/mradermacher/AbMagnolia-v1-12B-i1-GGUF/resolve/main/AbMagnolia-v1-12B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 4.6 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/AbMagnolia-v1-12B-i1-GGUF/resolve/main/AbMagnolia-v1-12B.i1-Q2_K.gguf) | i1-Q2_K | 4.9 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/AbMagnolia-v1-12B-i1-GGUF/resolve/main/AbMagnolia-v1-12B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 5.0 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/AbMagnolia-v1-12B-i1-GGUF/resolve/main/AbMagnolia-v1-12B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/AbMagnolia-v1-12B-i1-GGUF/resolve/main/AbMagnolia-v1-12B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 5.6 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/AbMagnolia-v1-12B-i1-GGUF/resolve/main/AbMagnolia-v1-12B.i1-IQ3_S.gguf) | i1-IQ3_S | 5.7 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/AbMagnolia-v1-12B-i1-GGUF/resolve/main/AbMagnolia-v1-12B.i1-IQ3_M.gguf) | i1-IQ3_M | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/AbMagnolia-v1-12B-i1-GGUF/resolve/main/AbMagnolia-v1-12B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 6.2 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/AbMagnolia-v1-12B-i1-GGUF/resolve/main/AbMagnolia-v1-12B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 6.7 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/AbMagnolia-v1-12B-i1-GGUF/resolve/main/AbMagnolia-v1-12B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 6.8 | | +| [GGUF](https://huggingface.co/mradermacher/AbMagnolia-v1-12B-i1-GGUF/resolve/main/AbMagnolia-v1-12B.i1-Q4_0.gguf) | i1-Q4_0 | 7.2 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/AbMagnolia-v1-12B-i1-GGUF/resolve/main/AbMagnolia-v1-12B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 7.2 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/AbMagnolia-v1-12B-i1-GGUF/resolve/main/AbMagnolia-v1-12B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 7.2 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/AbMagnolia-v1-12B-i1-GGUF/resolve/main/AbMagnolia-v1-12B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 7.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/AbMagnolia-v1-12B-i1-GGUF/resolve/main/AbMagnolia-v1-12B.i1-Q4_1.gguf) | i1-Q4_1 | 7.9 | | +| [GGUF](https://huggingface.co/mradermacher/AbMagnolia-v1-12B-i1-GGUF/resolve/main/AbMagnolia-v1-12B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 8.6 | | +| [GGUF](https://huggingface.co/mradermacher/AbMagnolia-v1-12B-i1-GGUF/resolve/main/AbMagnolia-v1-12B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 8.8 | | +| [GGUF](https://huggingface.co/mradermacher/AbMagnolia-v1-12B-i1-GGUF/resolve/main/AbMagnolia-v1-12B.i1-Q6_K.gguf) | i1-Q6_K | 10.2 | 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. + +