commit 131a23b16748a3d65c5e83886f7b9572b3397826 Author: ModelHub XC Date: Wed May 13 11:09:24 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/Heretic-AceInstruct-1.5B-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..cd88096 --- /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 +Heretic-AceInstruct-1.5B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +Heretic-AceInstruct-1.5B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +Heretic-AceInstruct-1.5B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +Heretic-AceInstruct-1.5B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Heretic-AceInstruct-1.5B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Heretic-AceInstruct-1.5B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Heretic-AceInstruct-1.5B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Heretic-AceInstruct-1.5B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Heretic-AceInstruct-1.5B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +Heretic-AceInstruct-1.5B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Heretic-AceInstruct-1.5B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Heretic-AceInstruct-1.5B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +Heretic-AceInstruct-1.5B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Heretic-AceInstruct-1.5B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Heretic-AceInstruct-1.5B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Heretic-AceInstruct-1.5B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Heretic-AceInstruct-1.5B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Heretic-AceInstruct-1.5B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Heretic-AceInstruct-1.5B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +Heretic-AceInstruct-1.5B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +Heretic-AceInstruct-1.5B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Heretic-AceInstruct-1.5B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Heretic-AceInstruct-1.5B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Heretic-AceInstruct-1.5B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Heretic-AceInstruct-1.5B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Heretic-AceInstruct-1.5B.i1-IQ1_M.gguf b/Heretic-AceInstruct-1.5B.i1-IQ1_M.gguf new file mode 100644 index 0000000..52f7aea --- /dev/null +++ b/Heretic-AceInstruct-1.5B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a84d4f6be9568891f6efc3590b9f359516828f64bb4b09470785e8b58e5f6de8 +size 464459520 diff --git a/Heretic-AceInstruct-1.5B.i1-IQ1_S.gguf b/Heretic-AceInstruct-1.5B.i1-IQ1_S.gguf new file mode 100644 index 0000000..c31ee25 --- /dev/null +++ b/Heretic-AceInstruct-1.5B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e6db0dcffb1179c435191fcf9ab7b98d494d74f28f4445b859e5a8005abeae1a +size 436525824 diff --git a/Heretic-AceInstruct-1.5B.i1-IQ2_M.gguf b/Heretic-AceInstruct-1.5B.i1-IQ2_M.gguf new file mode 100644 index 0000000..8b76986 --- /dev/null +++ b/Heretic-AceInstruct-1.5B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c526521a7414dec6561e67199aae7f136d39ca01217c2e6407e5676deb3fc72 +size 601052928 diff --git a/Heretic-AceInstruct-1.5B.i1-IQ2_S.gguf b/Heretic-AceInstruct-1.5B.i1-IQ2_S.gguf new file mode 100644 index 0000000..35e3b92 --- /dev/null +++ b/Heretic-AceInstruct-1.5B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ca9e7391edd831aebf35850a71bc2643aac3017382cb9a5f9b76fbb318ee43c +size 563808000 diff --git a/Heretic-AceInstruct-1.5B.i1-IQ2_XS.gguf b/Heretic-AceInstruct-1.5B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..1298b4f --- /dev/null +++ b/Heretic-AceInstruct-1.5B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9e9ba41361c9e4f9ca09ce9e5a4a331967f43faad55b79779ca6b5597ef63e83 +size 550324992 diff --git a/Heretic-AceInstruct-1.5B.i1-IQ2_XXS.gguf b/Heretic-AceInstruct-1.5B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..54ee386 --- /dev/null +++ b/Heretic-AceInstruct-1.5B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f863b06623bfc2faa91f7aaa56f13d7e99759c0b2d9d6b0b050d5ef984a6f24d +size 511015680 diff --git a/Heretic-AceInstruct-1.5B.i1-IQ3_M.gguf b/Heretic-AceInstruct-1.5B.i1-IQ3_M.gguf new file mode 100644 index 0000000..ab2d967 --- /dev/null +++ b/Heretic-AceInstruct-1.5B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:479697abaa77c2141b825f460028ca44df0243bf5641fa7f75f029f2b6cc8e60 +size 776662272 diff --git a/Heretic-AceInstruct-1.5B.i1-IQ3_S.gguf b/Heretic-AceInstruct-1.5B.i1-IQ3_S.gguf new file mode 100644 index 0000000..1d1c29a --- /dev/null +++ b/Heretic-AceInstruct-1.5B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cda67285fa5b0b50bdac327297e1d2f324b032f4a331eee95d4d1a458fce59c4 +size 762405120 diff --git a/Heretic-AceInstruct-1.5B.i1-IQ3_XS.gguf b/Heretic-AceInstruct-1.5B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..a7eedf4 --- /dev/null +++ b/Heretic-AceInstruct-1.5B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8d7a03e95cd3b58b4b35115f468eb3749788e5286dff0f06e04f376a5e2823b2 +size 731697408 diff --git a/Heretic-AceInstruct-1.5B.i1-IQ3_XXS.gguf b/Heretic-AceInstruct-1.5B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..1475a90 --- /dev/null +++ b/Heretic-AceInstruct-1.5B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c419323eb9d059daab01b4d6f096b6dab3f7db12d9f58dd31fe824e0d23d69b +size 668790528 diff --git a/Heretic-AceInstruct-1.5B.i1-IQ4_NL.gguf b/Heretic-AceInstruct-1.5B.i1-IQ4_NL.gguf new file mode 100644 index 0000000..8661a63 --- /dev/null +++ b/Heretic-AceInstruct-1.5B.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c01e06d8b75e411a53ef0f2c5be96a2c2b75b91b34ba13e9d781f30a2ba5022 +size 936329472 diff --git a/Heretic-AceInstruct-1.5B.i1-IQ4_XS.gguf b/Heretic-AceInstruct-1.5B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..3156c0b --- /dev/null +++ b/Heretic-AceInstruct-1.5B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0bb874874f06beac1e76f81eb22289d37306a9c20c9187cd4e8483d3910122c3 +size 895729920 diff --git a/Heretic-AceInstruct-1.5B.i1-Q2_K.gguf b/Heretic-AceInstruct-1.5B.i1-Q2_K.gguf new file mode 100644 index 0000000..8f132e0 --- /dev/null +++ b/Heretic-AceInstruct-1.5B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:73a8582a9d53958868a6a6b602f43a5d6a1a3f5398f47cee973c665e49cead6b +size 676303104 diff --git a/Heretic-AceInstruct-1.5B.i1-Q2_K_S.gguf b/Heretic-AceInstruct-1.5B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..e50683f --- /dev/null +++ b/Heretic-AceInstruct-1.5B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e7d889d783ef90a0d5a97f09317384a8f61cd82bbcd1c6629ca43a2f1f9d809b +size 640133376 diff --git a/Heretic-AceInstruct-1.5B.i1-Q3_K_L.gguf b/Heretic-AceInstruct-1.5B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..0517931 --- /dev/null +++ b/Heretic-AceInstruct-1.5B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c91bba8ccdf23b6d43ff6392eabae51a56dcade28c4bf2298797c1f42aeb804 +size 880161024 diff --git a/Heretic-AceInstruct-1.5B.i1-Q3_K_M.gguf b/Heretic-AceInstruct-1.5B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..bf3dba2 --- /dev/null +++ b/Heretic-AceInstruct-1.5B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3be85ae4e7edcbea823848eaaddda18e8fa236d36e2199dd1da5273582034073 +size 824176896 diff --git a/Heretic-AceInstruct-1.5B.i1-Q3_K_S.gguf b/Heretic-AceInstruct-1.5B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..b7b6455 --- /dev/null +++ b/Heretic-AceInstruct-1.5B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f42ca92b9d9c9035ecf29a6afcdae66c61df1050ec5286be2e79b6260b0a6b79 +size 760942848 diff --git a/Heretic-AceInstruct-1.5B.i1-Q4_0.gguf b/Heretic-AceInstruct-1.5B.i1-Q4_0.gguf new file mode 100644 index 0000000..540cd94 --- /dev/null +++ b/Heretic-AceInstruct-1.5B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:976610c0fd88d876907a114bff03b24c0464724fea98c5bbb123c7aa3f4d1704 +size 937533696 diff --git a/Heretic-AceInstruct-1.5B.i1-Q4_1.gguf b/Heretic-AceInstruct-1.5B.i1-Q4_1.gguf new file mode 100644 index 0000000..b0ffcff --- /dev/null +++ b/Heretic-AceInstruct-1.5B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a2ff6eaf0dbff211d75c3f359e425050c03e6841b98b50c2a44c44503a3dac45 +size 1016840448 diff --git a/Heretic-AceInstruct-1.5B.i1-Q4_K_M.gguf b/Heretic-AceInstruct-1.5B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..1750d76 --- /dev/null +++ b/Heretic-AceInstruct-1.5B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e5e5b7e564f6dd1c7a774191d56b7154b46b745838339bf90b8fcfef786aa93a +size 986046720 diff --git a/Heretic-AceInstruct-1.5B.i1-Q4_K_S.gguf b/Heretic-AceInstruct-1.5B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..097b606 --- /dev/null +++ b/Heretic-AceInstruct-1.5B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e5270ca2877a604a32d42dc48fd631a34807aa027bd35b7ae868b8782b77f53e +size 940310784 diff --git a/Heretic-AceInstruct-1.5B.i1-Q5_K_M.gguf b/Heretic-AceInstruct-1.5B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..0af2b1d --- /dev/null +++ b/Heretic-AceInstruct-1.5B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2d17b0fe9d4f8ba33b262757bf4a0ad4627f51e28869c33c5e46b409ab4631fa +size 1125048576 diff --git a/Heretic-AceInstruct-1.5B.i1-Q5_K_S.gguf b/Heretic-AceInstruct-1.5B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..1343cac --- /dev/null +++ b/Heretic-AceInstruct-1.5B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:24e90e7d55a79c0c930ae9cb369ae6245e3fc698f4995dbd014facd47a5ae8ab +size 1098727680 diff --git a/Heretic-AceInstruct-1.5B.i1-Q6_K.gguf b/Heretic-AceInstruct-1.5B.i1-Q6_K.gguf new file mode 100644 index 0000000..1d5a063 --- /dev/null +++ b/Heretic-AceInstruct-1.5B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1a506df0c2734c87c748c5631f3d65be0c3678d42daae81c85bde421d5a1ef96 +size 1272738048 diff --git a/Heretic-AceInstruct-1.5B.imatrix.gguf b/Heretic-AceInstruct-1.5B.imatrix.gguf new file mode 100644 index 0000000..0d7c85f --- /dev/null +++ b/Heretic-AceInstruct-1.5B.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:30ef36e834d48da3fb90b4ae5f17424ca882d3210c6d8fc60a59891e048701f1 +size 2065888 diff --git a/README.md b/README.md new file mode 100644 index 0000000..9a691b3 --- /dev/null +++ b/README.md @@ -0,0 +1,86 @@ +--- +base_model: hereticness/Heretic-AceInstruct-1.5B +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- heretic +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/hereticness/Heretic-AceInstruct-1.5B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Heretic-AceInstruct-1.5B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/Heretic-AceInstruct-1.5B-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/Heretic-AceInstruct-1.5B-i1-GGUF/resolve/main/Heretic-AceInstruct-1.5B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/Heretic-AceInstruct-1.5B-i1-GGUF/resolve/main/Heretic-AceInstruct-1.5B.i1-IQ1_S.gguf) | i1-IQ1_S | 0.5 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Heretic-AceInstruct-1.5B-i1-GGUF/resolve/main/Heretic-AceInstruct-1.5B.i1-IQ1_M.gguf) | i1-IQ1_M | 0.6 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Heretic-AceInstruct-1.5B-i1-GGUF/resolve/main/Heretic-AceInstruct-1.5B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.6 | | +| [GGUF](https://huggingface.co/mradermacher/Heretic-AceInstruct-1.5B-i1-GGUF/resolve/main/Heretic-AceInstruct-1.5B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/Heretic-AceInstruct-1.5B-i1-GGUF/resolve/main/Heretic-AceInstruct-1.5B.i1-IQ2_S.gguf) | i1-IQ2_S | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/Heretic-AceInstruct-1.5B-i1-GGUF/resolve/main/Heretic-AceInstruct-1.5B.i1-IQ2_M.gguf) | i1-IQ2_M | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/Heretic-AceInstruct-1.5B-i1-GGUF/resolve/main/Heretic-AceInstruct-1.5B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 0.7 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/Heretic-AceInstruct-1.5B-i1-GGUF/resolve/main/Heretic-AceInstruct-1.5B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 0.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Heretic-AceInstruct-1.5B-i1-GGUF/resolve/main/Heretic-AceInstruct-1.5B.i1-Q2_K.gguf) | i1-Q2_K | 0.8 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Heretic-AceInstruct-1.5B-i1-GGUF/resolve/main/Heretic-AceInstruct-1.5B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/Heretic-AceInstruct-1.5B-i1-GGUF/resolve/main/Heretic-AceInstruct-1.5B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 0.9 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Heretic-AceInstruct-1.5B-i1-GGUF/resolve/main/Heretic-AceInstruct-1.5B.i1-IQ3_S.gguf) | i1-IQ3_S | 0.9 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Heretic-AceInstruct-1.5B-i1-GGUF/resolve/main/Heretic-AceInstruct-1.5B.i1-IQ3_M.gguf) | i1-IQ3_M | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/Heretic-AceInstruct-1.5B-i1-GGUF/resolve/main/Heretic-AceInstruct-1.5B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 0.9 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Heretic-AceInstruct-1.5B-i1-GGUF/resolve/main/Heretic-AceInstruct-1.5B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 1.0 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Heretic-AceInstruct-1.5B-i1-GGUF/resolve/main/Heretic-AceInstruct-1.5B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/Heretic-AceInstruct-1.5B-i1-GGUF/resolve/main/Heretic-AceInstruct-1.5B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 1.0 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/Heretic-AceInstruct-1.5B-i1-GGUF/resolve/main/Heretic-AceInstruct-1.5B.i1-Q4_0.gguf) | i1-Q4_0 | 1.0 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Heretic-AceInstruct-1.5B-i1-GGUF/resolve/main/Heretic-AceInstruct-1.5B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 1.0 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Heretic-AceInstruct-1.5B-i1-GGUF/resolve/main/Heretic-AceInstruct-1.5B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 1.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Heretic-AceInstruct-1.5B-i1-GGUF/resolve/main/Heretic-AceInstruct-1.5B.i1-Q4_1.gguf) | i1-Q4_1 | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/Heretic-AceInstruct-1.5B-i1-GGUF/resolve/main/Heretic-AceInstruct-1.5B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/Heretic-AceInstruct-1.5B-i1-GGUF/resolve/main/Heretic-AceInstruct-1.5B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/Heretic-AceInstruct-1.5B-i1-GGUF/resolve/main/Heretic-AceInstruct-1.5B.i1-Q6_K.gguf) | i1-Q6_K | 1.4 | 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. + +