commit 107fe506cf3088ea64ff8bc614e510474114735c Author: ModelHub XC Date: Fri May 22 04:40:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Nemotron-Cascade-8B-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..b6befe8 --- /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 +Nemotron-Cascade-8B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +Nemotron-Cascade-8B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Nemotron-Cascade-8B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Nemotron-Cascade-8B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Nemotron-Cascade-8B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Nemotron-Cascade-8B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Nemotron-Cascade-8B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Nemotron-Cascade-8B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +Nemotron-Cascade-8B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Nemotron-Cascade-8B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Nemotron-Cascade-8B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Nemotron-Cascade-8B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Nemotron-Cascade-8B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Nemotron-Cascade-8B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +Nemotron-Cascade-8B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Nemotron-Cascade-8B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Nemotron-Cascade-8B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Nemotron-Cascade-8B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Nemotron-Cascade-8B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Nemotron-Cascade-8B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +Nemotron-Cascade-8B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Nemotron-Cascade-8B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +Nemotron-Cascade-8B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Nemotron-Cascade-8B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +Nemotron-Cascade-8B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Nemotron-Cascade-8B.i1-IQ1_M.gguf b/Nemotron-Cascade-8B.i1-IQ1_M.gguf new file mode 100644 index 0000000..4c7eb51 --- /dev/null +++ b/Nemotron-Cascade-8B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd6cd86458c2295bf21edb5c62eb5c04777df7d13d74e23649baca6aa8191f30 +size 2256148896 diff --git a/Nemotron-Cascade-8B.i1-IQ1_S.gguf b/Nemotron-Cascade-8B.i1-IQ1_S.gguf new file mode 100644 index 0000000..d751c27 --- /dev/null +++ b/Nemotron-Cascade-8B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ea28b5369bcfa98d70ce5c69ee7ff87060f9c8328d7f6549da4d7dbafdeb4df2 +size 2115770784 diff --git a/Nemotron-Cascade-8B.i1-IQ2_M.gguf b/Nemotron-Cascade-8B.i1-IQ2_M.gguf new file mode 100644 index 0000000..53deda7 --- /dev/null +++ b/Nemotron-Cascade-8B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:32993953c75f567adbdf339f7649f4e9e09860ca1b25d1c978d8d4a5f198f76f +size 3051915680 diff --git a/Nemotron-Cascade-8B.i1-IQ2_S.gguf b/Nemotron-Cascade-8B.i1-IQ2_S.gguf new file mode 100644 index 0000000..1863699 --- /dev/null +++ b/Nemotron-Cascade-8B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7458757d6dbb3cbbc5edf952afd57a3ba624845d8be657f4932757be2c8aa43c +size 2864744864 diff --git a/Nemotron-Cascade-8B.i1-IQ2_XS.gguf b/Nemotron-Cascade-8B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..2805aee --- /dev/null +++ b/Nemotron-Cascade-8B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0edd6c0380a4f59491bb9c96f9a3838fc8bbd0a391fde14443fdc552d462f398 +size 2696157600 diff --git a/Nemotron-Cascade-8B.i1-IQ2_XXS.gguf b/Nemotron-Cascade-8B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..c18ee55 --- /dev/null +++ b/Nemotron-Cascade-8B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5f3a93f9e4d7ed52eca4b51da410bb12623f3ae93f7da8194b11cc6ea14d7f70 +size 2490112416 diff --git a/Nemotron-Cascade-8B.i1-IQ3_M.gguf b/Nemotron-Cascade-8B.i1-IQ3_M.gguf new file mode 100644 index 0000000..8b9cbf7 --- /dev/null +++ b/Nemotron-Cascade-8B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5efa1949a257ec72bdabf4b510c83bebf3fb7685dcf03051c412ac9b54e8fd68 +size 3896621472 diff --git a/Nemotron-Cascade-8B.i1-IQ3_S.gguf b/Nemotron-Cascade-8B.i1-IQ3_S.gguf new file mode 100644 index 0000000..31a4242 --- /dev/null +++ b/Nemotron-Cascade-8B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9922dbf64b124025403831f87e434cd2f627742f85ae087812592bfaf8bb2b03 +size 3789666720 diff --git a/Nemotron-Cascade-8B.i1-IQ3_XS.gguf b/Nemotron-Cascade-8B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..efa9236 --- /dev/null +++ b/Nemotron-Cascade-8B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8cae557d9e980ccdc4cee88ee1cd209d8cad17fa690e1ec2b516ba8b17c928f0 +size 3626875296 diff --git a/Nemotron-Cascade-8B.i1-IQ3_XXS.gguf b/Nemotron-Cascade-8B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..c2e6844 --- /dev/null +++ b/Nemotron-Cascade-8B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7fa7e0f37d156216212f0a9548a0663820f56f1bb589a5280b8c6ef840f73518 +size 3369634208 diff --git a/Nemotron-Cascade-8B.i1-IQ4_NL.gguf b/Nemotron-Cascade-8B.i1-IQ4_NL.gguf new file mode 100644 index 0000000..79db740 --- /dev/null +++ b/Nemotron-Cascade-8B.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d7dadfad020c4bf43673959fd5c4390ccde0889605f0f3f09b220311ecb3edb0 +size 4793624992 diff --git a/Nemotron-Cascade-8B.i1-IQ4_XS.gguf b/Nemotron-Cascade-8B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..a1767cd --- /dev/null +++ b/Nemotron-Cascade-8B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cdb8e423d7213aba90600e6b4dd853c224638c814c3f40cb33b10249a68efb3d +size 4561840544 diff --git a/Nemotron-Cascade-8B.i1-Q2_K.gguf b/Nemotron-Cascade-8B.i1-Q2_K.gguf new file mode 100644 index 0000000..c7b97b4 --- /dev/null +++ b/Nemotron-Cascade-8B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8dbe3dc9a6fbe23219e0bf2730c234952e7cf4a68c28cc0cf1b33711c8a3fff5 +size 3281734048 diff --git a/Nemotron-Cascade-8B.i1-Q2_K_S.gguf b/Nemotron-Cascade-8B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..71e487a --- /dev/null +++ b/Nemotron-Cascade-8B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f05798173bbf7a5a35898c6035fcfd3722b9b6b4d08f913828ef1cbd7813e683 +size 3083553184 diff --git a/Nemotron-Cascade-8B.i1-Q3_K_L.gguf b/Nemotron-Cascade-8B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..17eb05c --- /dev/null +++ b/Nemotron-Cascade-8B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a2554c572cf8e14329b3e029600e2a0dbad30793d2f176b6134dbed4059b534 +size 4431395232 diff --git a/Nemotron-Cascade-8B.i1-Q3_K_M.gguf b/Nemotron-Cascade-8B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..d15efd6 --- /dev/null +++ b/Nemotron-Cascade-8B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:beea94838e28ccf9e1de96671a314ce8c07c301843a467b4f28a8c8e458934a5 +size 4124162464 diff --git a/Nemotron-Cascade-8B.i1-Q3_K_S.gguf b/Nemotron-Cascade-8B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..5f5fefb --- /dev/null +++ b/Nemotron-Cascade-8B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4a64c3da32983d139701c7107485396b668c97b6d7955c5569c9597617c3a3d7 +size 3769612704 diff --git a/Nemotron-Cascade-8B.i1-Q4_0.gguf b/Nemotron-Cascade-8B.i1-Q4_0.gguf new file mode 100644 index 0000000..353460b --- /dev/null +++ b/Nemotron-Cascade-8B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e029913aab8f059f23e3d09285d5a995f9d0d5fbfbcabf4d3f09768e2b407f5c +size 4787333536 diff --git a/Nemotron-Cascade-8B.i1-Q4_1.gguf b/Nemotron-Cascade-8B.i1-Q4_1.gguf new file mode 100644 index 0000000..2e49420 --- /dev/null +++ b/Nemotron-Cascade-8B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5f4c5ebc27479bbcb419e354f6cbd0b7cd8f8b346668231bacb1967668a80fec +size 5247756704 diff --git a/Nemotron-Cascade-8B.i1-Q4_K_M.gguf b/Nemotron-Cascade-8B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..37dac25 --- /dev/null +++ b/Nemotron-Cascade-8B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:88b4a52b7f6eced29b832f7805f5ad5984665ef094774f51c03024300f97dd69 +size 5027785120 diff --git a/Nemotron-Cascade-8B.i1-Q4_K_S.gguf b/Nemotron-Cascade-8B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..3f87c80 --- /dev/null +++ b/Nemotron-Cascade-8B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c60bd6c3225e2380dfe1f3efc5d914a2e96f2673124c28a7018dcace4a6d1a36 +size 4802013600 diff --git a/Nemotron-Cascade-8B.i1-Q5_K_M.gguf b/Nemotron-Cascade-8B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..a573ad9 --- /dev/null +++ b/Nemotron-Cascade-8B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:793e7db1551ce2a4ff5e398a23f6cd088d9551902c45b5f652aac00e8ce18253 +size 5851113888 diff --git a/Nemotron-Cascade-8B.i1-Q5_K_S.gguf b/Nemotron-Cascade-8B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..1245f28 --- /dev/null +++ b/Nemotron-Cascade-8B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0fed91b5737ff66de70a5ef141b66bcf1b686d87d1bcafc3452678b626dceed +size 5720762784 diff --git a/Nemotron-Cascade-8B.i1-Q6_K.gguf b/Nemotron-Cascade-8B.i1-Q6_K.gguf new file mode 100644 index 0000000..2695ee7 --- /dev/null +++ b/Nemotron-Cascade-8B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6fd43589ca048591bac7b52c90d90219f8c75d89f2507362be19f54c77f47d0b +size 6725900704 diff --git a/Nemotron-Cascade-8B.imatrix.gguf b/Nemotron-Cascade-8B.imatrix.gguf new file mode 100644 index 0000000..326387a --- /dev/null +++ b/Nemotron-Cascade-8B.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:955922fb302c2942e638463f031c0605aee320ad492cee98ad2b76078d01feb4 +size 5347200 diff --git a/README.md b/README.md new file mode 100644 index 0000000..934dd19 --- /dev/null +++ b/README.md @@ -0,0 +1,95 @@ +--- +base_model: nvidia/Nemotron-Cascade-8B +language: +- en +library_name: transformers +license: other +license_link: https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/ +license_name: nvidia-open-model-license +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- nvidia +- Nemotron-Cascade +- reasoning +- general-purpose +- SFT +- RL +- pytorch +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/nvidia/Nemotron-Cascade-8B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Nemotron-Cascade-8B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/Nemotron-Cascade-8B-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/Nemotron-Cascade-8B-i1-GGUF/resolve/main/Nemotron-Cascade-8B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/Nemotron-Cascade-8B-i1-GGUF/resolve/main/Nemotron-Cascade-8B.i1-IQ1_S.gguf) | i1-IQ1_S | 2.2 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Nemotron-Cascade-8B-i1-GGUF/resolve/main/Nemotron-Cascade-8B.i1-IQ1_M.gguf) | i1-IQ1_M | 2.4 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Nemotron-Cascade-8B-i1-GGUF/resolve/main/Nemotron-Cascade-8B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/Nemotron-Cascade-8B-i1-GGUF/resolve/main/Nemotron-Cascade-8B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/Nemotron-Cascade-8B-i1-GGUF/resolve/main/Nemotron-Cascade-8B.i1-IQ2_S.gguf) | i1-IQ2_S | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/Nemotron-Cascade-8B-i1-GGUF/resolve/main/Nemotron-Cascade-8B.i1-IQ2_M.gguf) | i1-IQ2_M | 3.2 | | +| [GGUF](https://huggingface.co/mradermacher/Nemotron-Cascade-8B-i1-GGUF/resolve/main/Nemotron-Cascade-8B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 3.2 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/Nemotron-Cascade-8B-i1-GGUF/resolve/main/Nemotron-Cascade-8B.i1-Q2_K.gguf) | i1-Q2_K | 3.4 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Nemotron-Cascade-8B-i1-GGUF/resolve/main/Nemotron-Cascade-8B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.5 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Nemotron-Cascade-8B-i1-GGUF/resolve/main/Nemotron-Cascade-8B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/Nemotron-Cascade-8B-i1-GGUF/resolve/main/Nemotron-Cascade-8B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.9 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Nemotron-Cascade-8B-i1-GGUF/resolve/main/Nemotron-Cascade-8B.i1-IQ3_S.gguf) | i1-IQ3_S | 3.9 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Nemotron-Cascade-8B-i1-GGUF/resolve/main/Nemotron-Cascade-8B.i1-IQ3_M.gguf) | i1-IQ3_M | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/Nemotron-Cascade-8B-i1-GGUF/resolve/main/Nemotron-Cascade-8B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 4.2 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Nemotron-Cascade-8B-i1-GGUF/resolve/main/Nemotron-Cascade-8B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.5 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Nemotron-Cascade-8B-i1-GGUF/resolve/main/Nemotron-Cascade-8B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.7 | | +| [GGUF](https://huggingface.co/mradermacher/Nemotron-Cascade-8B-i1-GGUF/resolve/main/Nemotron-Cascade-8B.i1-Q4_0.gguf) | i1-Q4_0 | 4.9 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Nemotron-Cascade-8B-i1-GGUF/resolve/main/Nemotron-Cascade-8B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.9 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/Nemotron-Cascade-8B-i1-GGUF/resolve/main/Nemotron-Cascade-8B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.9 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Nemotron-Cascade-8B-i1-GGUF/resolve/main/Nemotron-Cascade-8B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 5.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Nemotron-Cascade-8B-i1-GGUF/resolve/main/Nemotron-Cascade-8B.i1-Q4_1.gguf) | i1-Q4_1 | 5.3 | | +| [GGUF](https://huggingface.co/mradermacher/Nemotron-Cascade-8B-i1-GGUF/resolve/main/Nemotron-Cascade-8B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/Nemotron-Cascade-8B-i1-GGUF/resolve/main/Nemotron-Cascade-8B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 6.0 | | +| [GGUF](https://huggingface.co/mradermacher/Nemotron-Cascade-8B-i1-GGUF/resolve/main/Nemotron-Cascade-8B.i1-Q6_K.gguf) | i1-Q6_K | 6.8 | 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. + +