commit 4c634fc37b60902e2be6313e474b006e25c830d9 Author: ModelHub XC Date: Fri May 8 20:01:13 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/13B-Ouroboros-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..bc289ce --- /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 +13B-Ouroboros.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +13B-Ouroboros.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +13B-Ouroboros.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +13B-Ouroboros.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +13B-Ouroboros.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +13B-Ouroboros.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +13B-Ouroboros.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +13B-Ouroboros.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +13B-Ouroboros.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +13B-Ouroboros.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +13B-Ouroboros.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +13B-Ouroboros.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +13B-Ouroboros.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +13B-Ouroboros.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +13B-Ouroboros.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +13B-Ouroboros.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +13B-Ouroboros.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +13B-Ouroboros.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +13B-Ouroboros.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +13B-Ouroboros.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +13B-Ouroboros.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +13B-Ouroboros.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +13B-Ouroboros.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +13B-Ouroboros.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +13B-Ouroboros.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/13B-Ouroboros.i1-IQ1_M.gguf b/13B-Ouroboros.i1-IQ1_M.gguf new file mode 100644 index 0000000..b6ee777 --- /dev/null +++ b/13B-Ouroboros.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:11886691ea3c2d653f5a56d6c1812732104ca9798852498a548c5b872e949bc7 +size 3138611040 diff --git a/13B-Ouroboros.i1-IQ1_S.gguf b/13B-Ouroboros.i1-IQ1_S.gguf new file mode 100644 index 0000000..abfc32d --- /dev/null +++ b/13B-Ouroboros.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6e71bb4a580a114958f2e17120427461fc8b66a8cef1130aa813785f0e09a2d2 +size 2898687840 diff --git a/13B-Ouroboros.i1-IQ2_M.gguf b/13B-Ouroboros.i1-IQ2_M.gguf new file mode 100644 index 0000000..fb362df --- /dev/null +++ b/13B-Ouroboros.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0b7f683488c15d28bd9ecaf972a83f0f3e2c0fe1d30f4196e06613a806e8af1 +size 4517580640 diff --git a/13B-Ouroboros.i1-IQ2_S.gguf b/13B-Ouroboros.i1-IQ2_S.gguf new file mode 100644 index 0000000..b3e8e84 --- /dev/null +++ b/13B-Ouroboros.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:008b23b1f40435c3d9bd3acdcb6d30852db0943a2f772be0a17206e819902d66 +size 4197683040 diff --git a/13B-Ouroboros.i1-IQ2_XS.gguf b/13B-Ouroboros.i1-IQ2_XS.gguf new file mode 100644 index 0000000..93a42ad --- /dev/null +++ b/13B-Ouroboros.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0497d6c18a4afaa31f6004bfad49f7dad5096c7af03fa9835d5c68cd7e345ff6 +size 3891148640 diff --git a/13B-Ouroboros.i1-IQ2_XXS.gguf b/13B-Ouroboros.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..f82c925 --- /dev/null +++ b/13B-Ouroboros.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:00416d39810e0a6e2c0fccdc05c937082ae255cd9f4ef5017eb7d57494609481 +size 3538483040 diff --git a/13B-Ouroboros.i1-IQ3_M.gguf b/13B-Ouroboros.i1-IQ3_M.gguf new file mode 100644 index 0000000..e20100b --- /dev/null +++ b/13B-Ouroboros.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c684d5366d86aaed593cbeff4d69b4a5262603b18fe68d8802e6a58395148c1 +size 5984511840 diff --git a/13B-Ouroboros.i1-IQ3_S.gguf b/13B-Ouroboros.i1-IQ3_S.gguf new file mode 100644 index 0000000..5565c17 --- /dev/null +++ b/13B-Ouroboros.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db11a47164bc522ca19c1e77d43ed805c62eb69f14d9fc25101fd4cf631affd3 +size 5658982240 diff --git a/13B-Ouroboros.i1-IQ3_XS.gguf b/13B-Ouroboros.i1-IQ3_XS.gguf new file mode 100644 index 0000000..6616351 --- /dev/null +++ b/13B-Ouroboros.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0d681711f6279003dc671d4075338b894103ed743bc4683cdc27f67f3d993011 +size 5361612640 diff --git a/13B-Ouroboros.i1-IQ3_XXS.gguf b/13B-Ouroboros.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..e8b631b --- /dev/null +++ b/13B-Ouroboros.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dee612a1c19aa65c3fdaee665dfdd4a9c3f43f70cc291284fb56fa8a87c4cc5b +size 4960563040 diff --git a/13B-Ouroboros.i1-IQ4_NL.gguf b/13B-Ouroboros.i1-IQ4_NL.gguf new file mode 100644 index 0000000..8ff6708 --- /dev/null +++ b/13B-Ouroboros.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:39b7be0de48555d17e1fd80e8f0d9529ecee45db15a6d9a60ec3ef553931f42b +size 7365836640 diff --git a/13B-Ouroboros.i1-IQ4_XS.gguf b/13B-Ouroboros.i1-IQ4_XS.gguf new file mode 100644 index 0000000..648008b --- /dev/null +++ b/13B-Ouroboros.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f770b82341576fd02f3dcb32378104ddaea24f8cb70da12f87456fb3b3faea7f +size 6964223840 diff --git a/13B-Ouroboros.i1-Q2_K.gguf b/13B-Ouroboros.i1-Q2_K.gguf new file mode 100644 index 0000000..dc65629 --- /dev/null +++ b/13B-Ouroboros.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0f26e7b0fb77cb80b73d6173655f8f868f5c872bc75041fbe55e4f591f18924e +size 4854271840 diff --git a/13B-Ouroboros.i1-Q2_K_S.gguf b/13B-Ouroboros.i1-Q2_K_S.gguf new file mode 100644 index 0000000..aebf55b --- /dev/null +++ b/13B-Ouroboros.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fe5aa89c945f2f7196707a0aa3f90b1f8a41a338f16359399b6480e51217142a +size 4436684640 diff --git a/13B-Ouroboros.i1-Q3_K_L.gguf b/13B-Ouroboros.i1-Q3_K_L.gguf new file mode 100644 index 0000000..914d593 --- /dev/null +++ b/13B-Ouroboros.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:29678f2514234dbbed73bc15f9d11d2f3d3a79d7c5372a06933505e27e4a6087 +size 6929561440 diff --git a/13B-Ouroboros.i1-Q3_K_M.gguf b/13B-Ouroboros.i1-Q3_K_M.gguf new file mode 100644 index 0000000..27a4c58 --- /dev/null +++ b/13B-Ouroboros.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dcba0daa56456bb2ad9ecb66f93a0d47c38148ec4358cebf8cc2eab3fc25b52f +size 6337771360 diff --git a/13B-Ouroboros.i1-Q3_K_S.gguf b/13B-Ouroboros.i1-Q3_K_S.gguf new file mode 100644 index 0000000..d918318 --- /dev/null +++ b/13B-Ouroboros.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:09b9ad4742c5ad86abe47d218c6a86fabb44b380f19368025333eaa377bd70c7 +size 5658982240 diff --git a/13B-Ouroboros.i1-Q4_0.gguf b/13B-Ouroboros.i1-Q4_0.gguf new file mode 100644 index 0000000..4064225 --- /dev/null +++ b/13B-Ouroboros.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:496049bff1402bb9c10f1eabf5309c9ac2dd134135a9760cc11790d3dee7a5c7 +size 7387955040 diff --git a/13B-Ouroboros.i1-Q4_1.gguf b/13B-Ouroboros.i1-Q4_1.gguf new file mode 100644 index 0000000..6592d09 --- /dev/null +++ b/13B-Ouroboros.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2e33cf41281911f931cd002879458c987431406a68760bd51634a52c71c83213 +size 8169062240 diff --git a/13B-Ouroboros.i1-Q4_K_M.gguf b/13B-Ouroboros.i1-Q4_K_M.gguf new file mode 100644 index 0000000..63e0af5 --- /dev/null +++ b/13B-Ouroboros.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4c9867c0d6f2717d9352ae33cdfb473284afed45300b15251d62d880c4ef1fc7 +size 7865958240 diff --git a/13B-Ouroboros.i1-Q4_K_S.gguf b/13B-Ouroboros.i1-Q4_K_S.gguf new file mode 100644 index 0000000..85f1009 --- /dev/null +++ b/13B-Ouroboros.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f30dd1afdd8422cc7f1d385756d24809dfdd6e8cafd6859053d8b435a5802e8 +size 7423180640 diff --git a/13B-Ouroboros.i1-Q5_K_M.gguf b/13B-Ouroboros.i1-Q5_K_M.gguf new file mode 100644 index 0000000..86db805 --- /dev/null +++ b/13B-Ouroboros.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d1f49307dde784b675735158152dd4740174fef351fd11b08117b71857030098 +size 9229926240 diff --git a/13B-Ouroboros.i1-Q5_K_S.gguf b/13B-Ouroboros.i1-Q5_K_S.gguf new file mode 100644 index 0000000..b09c464 --- /dev/null +++ b/13B-Ouroboros.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:14d87e9e108b306c0df9bad1c85312c688aa1e8b7af7f73bec44f7ed1a4cdf6c +size 8972287840 diff --git a/13B-Ouroboros.i1-Q6_K.gguf b/13B-Ouroboros.i1-Q6_K.gguf new file mode 100644 index 0000000..f3abd61 --- /dev/null +++ b/13B-Ouroboros.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b7dce02f0848229d8f8988f8d1f0bd040206568b39db535ff7b364c33293770e +size 10679142240 diff --git a/13B-Ouroboros.imatrix.gguf b/13B-Ouroboros.imatrix.gguf new file mode 100644 index 0000000..b5409d1 --- /dev/null +++ b/13B-Ouroboros.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3f89c60bd36727c664f31e3ef8bcd4ab9a654688c269d7e84342c4ea99d979b3 +size 7170112 diff --git a/README.md b/README.md new file mode 100644 index 0000000..6482cc3 --- /dev/null +++ b/README.md @@ -0,0 +1,101 @@ +--- +base_model: CalderaAI/13B-Ouroboros +datasets: +- Open-Orca/OpenOrca +- anon8231489123/ShareGPT_Vicuna_unfiltered +- jondurbin/airoboros-uncensored +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- llama +- alpaca +- vicuna +- uncensored +- merge +- mix +- airoboros +- openorca +- orcamini +- orca +- instruct +- mixtune +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/CalderaAI/13B-Ouroboros + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#13B-Ouroboros-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/13B-Ouroboros-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/13B-Ouroboros-i1-GGUF/resolve/main/13B-Ouroboros.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/13B-Ouroboros-i1-GGUF/resolve/main/13B-Ouroboros.i1-IQ1_S.gguf) | i1-IQ1_S | 3.0 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/13B-Ouroboros-i1-GGUF/resolve/main/13B-Ouroboros.i1-IQ1_M.gguf) | i1-IQ1_M | 3.2 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/13B-Ouroboros-i1-GGUF/resolve/main/13B-Ouroboros.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/13B-Ouroboros-i1-GGUF/resolve/main/13B-Ouroboros.i1-IQ2_XS.gguf) | i1-IQ2_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/13B-Ouroboros-i1-GGUF/resolve/main/13B-Ouroboros.i1-IQ2_S.gguf) | i1-IQ2_S | 4.3 | | +| [GGUF](https://huggingface.co/mradermacher/13B-Ouroboros-i1-GGUF/resolve/main/13B-Ouroboros.i1-Q2_K_S.gguf) | i1-Q2_K_S | 4.5 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/13B-Ouroboros-i1-GGUF/resolve/main/13B-Ouroboros.i1-IQ2_M.gguf) | i1-IQ2_M | 4.6 | | +| [GGUF](https://huggingface.co/mradermacher/13B-Ouroboros-i1-GGUF/resolve/main/13B-Ouroboros.i1-Q2_K.gguf) | i1-Q2_K | 5.0 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/13B-Ouroboros-i1-GGUF/resolve/main/13B-Ouroboros.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 5.1 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/13B-Ouroboros-i1-GGUF/resolve/main/13B-Ouroboros.i1-IQ3_XS.gguf) | i1-IQ3_XS | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/13B-Ouroboros-i1-GGUF/resolve/main/13B-Ouroboros.i1-IQ3_S.gguf) | i1-IQ3_S | 5.8 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/13B-Ouroboros-i1-GGUF/resolve/main/13B-Ouroboros.i1-Q3_K_S.gguf) | i1-Q3_K_S | 5.8 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/13B-Ouroboros-i1-GGUF/resolve/main/13B-Ouroboros.i1-IQ3_M.gguf) | i1-IQ3_M | 6.1 | | +| [GGUF](https://huggingface.co/mradermacher/13B-Ouroboros-i1-GGUF/resolve/main/13B-Ouroboros.i1-Q3_K_M.gguf) | i1-Q3_K_M | 6.4 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/13B-Ouroboros-i1-GGUF/resolve/main/13B-Ouroboros.i1-Q3_K_L.gguf) | i1-Q3_K_L | 7.0 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/13B-Ouroboros-i1-GGUF/resolve/main/13B-Ouroboros.i1-IQ4_XS.gguf) | i1-IQ4_XS | 7.1 | | +| [GGUF](https://huggingface.co/mradermacher/13B-Ouroboros-i1-GGUF/resolve/main/13B-Ouroboros.i1-IQ4_NL.gguf) | i1-IQ4_NL | 7.5 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/13B-Ouroboros-i1-GGUF/resolve/main/13B-Ouroboros.i1-Q4_0.gguf) | i1-Q4_0 | 7.5 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/13B-Ouroboros-i1-GGUF/resolve/main/13B-Ouroboros.i1-Q4_K_S.gguf) | i1-Q4_K_S | 7.5 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/13B-Ouroboros-i1-GGUF/resolve/main/13B-Ouroboros.i1-Q4_K_M.gguf) | i1-Q4_K_M | 8.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/13B-Ouroboros-i1-GGUF/resolve/main/13B-Ouroboros.i1-Q4_1.gguf) | i1-Q4_1 | 8.3 | | +| [GGUF](https://huggingface.co/mradermacher/13B-Ouroboros-i1-GGUF/resolve/main/13B-Ouroboros.i1-Q5_K_S.gguf) | i1-Q5_K_S | 9.1 | | +| [GGUF](https://huggingface.co/mradermacher/13B-Ouroboros-i1-GGUF/resolve/main/13B-Ouroboros.i1-Q5_K_M.gguf) | i1-Q5_K_M | 9.3 | | +| [GGUF](https://huggingface.co/mradermacher/13B-Ouroboros-i1-GGUF/resolve/main/13B-Ouroboros.i1-Q6_K.gguf) | i1-Q6_K | 10.8 | 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. + +