commit 2b71445657fcd9ad491019532396c3e1bf6ae1a8 Author: ModelHub XC Date: Tue May 19 17:52:46 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/HolographicHeirophant-20B-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..adc0bfa --- /dev/null +++ b/.gitattributes @@ -0,0 +1,59 @@ +*.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 +HolographicHeirophant-20B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +HolographicHeirophant-20B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +HolographicHeirophant-20B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +HolographicHeirophant-20B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +HolographicHeirophant-20B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +HolographicHeirophant-20B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +HolographicHeirophant-20B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +HolographicHeirophant-20B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +HolographicHeirophant-20B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +HolographicHeirophant-20B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +HolographicHeirophant-20B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +HolographicHeirophant-20B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +HolographicHeirophant-20B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +HolographicHeirophant-20B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +HolographicHeirophant-20B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +HolographicHeirophant-20B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +HolographicHeirophant-20B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +HolographicHeirophant-20B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +HolographicHeirophant-20B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +HolographicHeirophant-20B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +HolographicHeirophant-20B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +HolographicHeirophant-20B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +HolographicHeirophant-20B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +HolographicHeirophant-20B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/HolographicHeirophant-20B.i1-IQ1_M.gguf b/HolographicHeirophant-20B.i1-IQ1_M.gguf new file mode 100644 index 0000000..11f0c46 --- /dev/null +++ b/HolographicHeirophant-20B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:25f04097a54fd3aafdebdb182b4b250d00cd9ebba0f5333dc9c8e1ce3c4696da +size 4767110368 diff --git a/HolographicHeirophant-20B.i1-IQ1_S.gguf b/HolographicHeirophant-20B.i1-IQ1_S.gguf new file mode 100644 index 0000000..2da00a0 --- /dev/null +++ b/HolographicHeirophant-20B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e070a49337816e3e5cd303c603ef2f03c4e5ceab8e13aa9297b27e48cac0a9e1 +size 4393985248 diff --git a/HolographicHeirophant-20B.i1-IQ2_M.gguf b/HolographicHeirophant-20B.i1-IQ2_M.gguf new file mode 100644 index 0000000..297a5d0 --- /dev/null +++ b/HolographicHeirophant-20B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:53036b6b6e89fd5d016b8a38a18a74f373aa7a54fe68aee9fb6a6e58b30c15ed +size 6895361248 diff --git a/HolographicHeirophant-20B.i1-IQ2_S.gguf b/HolographicHeirophant-20B.i1-IQ2_S.gguf new file mode 100644 index 0000000..e8d4d6e --- /dev/null +++ b/HolographicHeirophant-20B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a3e9f88fede2cce0e1b4523aaaaeaa2c46cf493901853b953e9a1a2bbe2f66f2 +size 6397861088 diff --git a/HolographicHeirophant-20B.i1-IQ2_XS.gguf b/HolographicHeirophant-20B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..374a7ed --- /dev/null +++ b/HolographicHeirophant-20B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c9196f4027be48eebb898f22d75991c769430b5e971b3517e414723f390780af +size 5937276128 diff --git a/HolographicHeirophant-20B.i1-IQ2_XXS.gguf b/HolographicHeirophant-20B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..a435794 --- /dev/null +++ b/HolographicHeirophant-20B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0576d683c52188d552797fbbac3741f512d989d1fdcab403087ea20fcbb6254a +size 5388985568 diff --git a/HolographicHeirophant-20B.i1-IQ3_M.gguf b/HolographicHeirophant-20B.i1-IQ3_M.gguf new file mode 100644 index 0000000..550b279 --- /dev/null +++ b/HolographicHeirophant-20B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bf7edd52f1b77245f764301cb210032583234c7e97873dd398622e3fb1ece076 +size 9155892448 diff --git a/HolographicHeirophant-20B.i1-IQ3_S.gguf b/HolographicHeirophant-20B.i1-IQ3_S.gguf new file mode 100644 index 0000000..8ff88a5 --- /dev/null +++ b/HolographicHeirophant-20B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d29fa3624529ab733e9f9f0d025a4c9f5994f7f6c305def50c1008ed4f165978 +size 8658371808 diff --git a/HolographicHeirophant-20B.i1-IQ3_XS.gguf b/HolographicHeirophant-20B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..dd732e3 --- /dev/null +++ b/HolographicHeirophant-20B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:22ba7e0d0d12aa6f444caad1eecc8c64d8ee6ebb36615fea7d2d7f00951a2288 +size 8194131168 diff --git a/HolographicHeirophant-20B.i1-IQ3_XXS.gguf b/HolographicHeirophant-20B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..39d1201 --- /dev/null +++ b/HolographicHeirophant-20B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8897adb0cc676007df134e36dd2dbb69f41c18db30e2eeb4227dcf5e8967ec5d +size 7587790048 diff --git a/HolographicHeirophant-20B.i1-IQ4_XS.gguf b/HolographicHeirophant-20B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..3672ccd --- /dev/null +++ b/HolographicHeirophant-20B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8f06d0bcee447bdf6b382123ad66bf93c7b20ce5b75ab50e5a155bcefbcf59c1 +size 10672344288 diff --git a/HolographicHeirophant-20B.i1-Q2_K.gguf b/HolographicHeirophant-20B.i1-Q2_K.gguf new file mode 100644 index 0000000..8abb82d --- /dev/null +++ b/HolographicHeirophant-20B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1d8586a9f4926665f0e3d5274126aec2767702bd860cbc8c76d95de3f8477e2b +size 7420222688 diff --git a/HolographicHeirophant-20B.i1-Q2_K_S.gguf b/HolographicHeirophant-20B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..7bb72d5 --- /dev/null +++ b/HolographicHeirophant-20B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d55faee8d2505ef2883ca65bea095a902697bb7523bd69649c2834f6f7b0578d +size 6760520928 diff --git a/HolographicHeirophant-20B.i1-Q3_K_L.gguf b/HolographicHeirophant-20B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..402321d --- /dev/null +++ b/HolographicHeirophant-20B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef7d6350f1a2db5e6173870fe815b61f9d667262e457079907ffda4fb2f54559 +size 10627769568 diff --git a/HolographicHeirophant-20B.i1-Q3_K_M.gguf b/HolographicHeirophant-20B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..7fc1ff8 --- /dev/null +++ b/HolographicHeirophant-20B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:485a1323517e067861582ec6057c49724809e4ef4808b4d199119bfd64d2ee4f +size 9706005728 diff --git a/HolographicHeirophant-20B.i1-Q3_K_S.gguf b/HolographicHeirophant-20B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..3da8e44 --- /dev/null +++ b/HolographicHeirophant-20B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:92aeed6a2720ab1bc8d7433b92124334b53971fa8f68f4a6a26af3d5226231ca +size 8658371808 diff --git a/HolographicHeirophant-20B.i1-Q4_0.gguf b/HolographicHeirophant-20B.i1-Q4_0.gguf new file mode 100644 index 0000000..4a92fc9 --- /dev/null +++ b/HolographicHeirophant-20B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b0088dc47d48c897dc24fcdae49f8bdce869d123297c678e9306893386353888 +size 11322993888 diff --git a/HolographicHeirophant-20B.i1-Q4_1.gguf b/HolographicHeirophant-20B.i1-Q4_1.gguf new file mode 100644 index 0000000..ca8142e --- /dev/null +++ b/HolographicHeirophant-20B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aeff4c89b45a2bf5b453c5063f6b3e42ccfcaf104500398248d73b98e066e8c9 +size 12531395808 diff --git a/HolographicHeirophant-20B.i1-Q4_K_M.gguf b/HolographicHeirophant-20B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..3e6a765 --- /dev/null +++ b/HolographicHeirophant-20B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b13f52eae94eb607ca6f52f95b85cfe2e86a660a9b9dfa328863f2178c2de7b2 +size 12042210528 diff --git a/HolographicHeirophant-20B.i1-Q4_K_S.gguf b/HolographicHeirophant-20B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..47c4d07 --- /dev/null +++ b/HolographicHeirophant-20B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa831c0a1e8bbd712a408abd645e48e5918a55a3befd926fd23f704f7a7dd601 +size 11367066848 diff --git a/HolographicHeirophant-20B.i1-Q5_K_M.gguf b/HolographicHeirophant-20B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..8ea88fd --- /dev/null +++ b/HolographicHeirophant-20B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cbe31357f07bd958e8a454629c89e4ad2dad78dd1c7560e35a8de7f87f54dcbe +size 14157221088 diff --git a/HolographicHeirophant-20B.i1-Q5_K_S.gguf b/HolographicHeirophant-20B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..229febf --- /dev/null +++ b/HolographicHeirophant-20B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be17ed173bf10cebd4132d8543ce0449495c3fccf3cb1394bc74c675fd8941b8 +size 13770763488 diff --git a/HolographicHeirophant-20B.i1-Q6_K.gguf b/HolographicHeirophant-20B.i1-Q6_K.gguf new file mode 100644 index 0000000..a17b73e --- /dev/null +++ b/HolographicHeirophant-20B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9130375dcb55d548ca846564503a554030c6afffacc29e0989c7b1e54645aa53 +size 16404419808 diff --git a/HolographicHeirophant-20B.imatrix.gguf b/HolographicHeirophant-20B.imatrix.gguf new file mode 100644 index 0000000..c9853e1 --- /dev/null +++ b/HolographicHeirophant-20B.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f24ba80bc3d8cf755a7c017e95127fee8ee989e89bb021b72364606b857a966b +size 11113632 diff --git a/README.md b/README.md new file mode 100644 index 0000000..604279c --- /dev/null +++ b/README.md @@ -0,0 +1,86 @@ +--- +base_model: Elfrino/HolographicHeirophant-20B +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- mergekit +- merge +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/Elfrino/HolographicHeirophant-20B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#HolographicHeirophant-20B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/HolographicHeirophant-20B-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/HolographicHeirophant-20B-i1-GGUF/resolve/main/HolographicHeirophant-20B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/HolographicHeirophant-20B-i1-GGUF/resolve/main/HolographicHeirophant-20B.i1-IQ1_S.gguf) | i1-IQ1_S | 4.5 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/HolographicHeirophant-20B-i1-GGUF/resolve/main/HolographicHeirophant-20B.i1-IQ1_M.gguf) | i1-IQ1_M | 4.9 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/HolographicHeirophant-20B-i1-GGUF/resolve/main/HolographicHeirophant-20B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/HolographicHeirophant-20B-i1-GGUF/resolve/main/HolographicHeirophant-20B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 6.0 | | +| [GGUF](https://huggingface.co/mradermacher/HolographicHeirophant-20B-i1-GGUF/resolve/main/HolographicHeirophant-20B.i1-IQ2_S.gguf) | i1-IQ2_S | 6.5 | | +| [GGUF](https://huggingface.co/mradermacher/HolographicHeirophant-20B-i1-GGUF/resolve/main/HolographicHeirophant-20B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 6.9 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/HolographicHeirophant-20B-i1-GGUF/resolve/main/HolographicHeirophant-20B.i1-IQ2_M.gguf) | i1-IQ2_M | 7.0 | | +| [GGUF](https://huggingface.co/mradermacher/HolographicHeirophant-20B-i1-GGUF/resolve/main/HolographicHeirophant-20B.i1-Q2_K.gguf) | i1-Q2_K | 7.5 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/HolographicHeirophant-20B-i1-GGUF/resolve/main/HolographicHeirophant-20B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 7.7 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/HolographicHeirophant-20B-i1-GGUF/resolve/main/HolographicHeirophant-20B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 8.3 | | +| [GGUF](https://huggingface.co/mradermacher/HolographicHeirophant-20B-i1-GGUF/resolve/main/HolographicHeirophant-20B.i1-IQ3_S.gguf) | i1-IQ3_S | 8.8 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/HolographicHeirophant-20B-i1-GGUF/resolve/main/HolographicHeirophant-20B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 8.8 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/HolographicHeirophant-20B-i1-GGUF/resolve/main/HolographicHeirophant-20B.i1-IQ3_M.gguf) | i1-IQ3_M | 9.3 | | +| [GGUF](https://huggingface.co/mradermacher/HolographicHeirophant-20B-i1-GGUF/resolve/main/HolographicHeirophant-20B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 9.8 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/HolographicHeirophant-20B-i1-GGUF/resolve/main/HolographicHeirophant-20B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 10.7 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/HolographicHeirophant-20B-i1-GGUF/resolve/main/HolographicHeirophant-20B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 10.8 | | +| [GGUF](https://huggingface.co/mradermacher/HolographicHeirophant-20B-i1-GGUF/resolve/main/HolographicHeirophant-20B.i1-Q4_0.gguf) | i1-Q4_0 | 11.4 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/HolographicHeirophant-20B-i1-GGUF/resolve/main/HolographicHeirophant-20B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 11.5 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/HolographicHeirophant-20B-i1-GGUF/resolve/main/HolographicHeirophant-20B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 12.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/HolographicHeirophant-20B-i1-GGUF/resolve/main/HolographicHeirophant-20B.i1-Q4_1.gguf) | i1-Q4_1 | 12.6 | | +| [GGUF](https://huggingface.co/mradermacher/HolographicHeirophant-20B-i1-GGUF/resolve/main/HolographicHeirophant-20B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 13.9 | | +| [GGUF](https://huggingface.co/mradermacher/HolographicHeirophant-20B-i1-GGUF/resolve/main/HolographicHeirophant-20B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 14.3 | | +| [GGUF](https://huggingface.co/mradermacher/HolographicHeirophant-20B-i1-GGUF/resolve/main/HolographicHeirophant-20B.i1-Q6_K.gguf) | i1-Q6_K | 16.5 | 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. + +