commit 4a9389d06b940c1330809f224d23e23182aa1c9c Author: ModelHub XC Date: Wed May 13 06:11:33 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/IntrinSight-4B-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..4876bf7 --- /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 +IntrinSight-4B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +IntrinSight-4B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +IntrinSight-4B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +IntrinSight-4B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +IntrinSight-4B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +IntrinSight-4B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +IntrinSight-4B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +IntrinSight-4B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +IntrinSight-4B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +IntrinSight-4B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +IntrinSight-4B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +IntrinSight-4B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +IntrinSight-4B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +IntrinSight-4B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +IntrinSight-4B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +IntrinSight-4B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +IntrinSight-4B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +IntrinSight-4B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +IntrinSight-4B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +IntrinSight-4B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +IntrinSight-4B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +IntrinSight-4B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +IntrinSight-4B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +IntrinSight-4B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +IntrinSight-4B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/IntrinSight-4B.i1-IQ1_M.gguf b/IntrinSight-4B.i1-IQ1_M.gguf new file mode 100644 index 0000000..d0ba11b --- /dev/null +++ b/IntrinSight-4B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b5a89c83d69f31adbd10bf0d7f2d7f913ea11583768baf62ccbcfe50d9341fe4 +size 1419826464 diff --git a/IntrinSight-4B.i1-IQ1_S.gguf b/IntrinSight-4B.i1-IQ1_S.gguf new file mode 100644 index 0000000..a8f83e7 --- /dev/null +++ b/IntrinSight-4B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3ec8c0201c2e0ffddcc9001e9bd7e93a8bffab7e4eab3673a5e8afc9d4d1b0a6 +size 1353348384 diff --git a/IntrinSight-4B.i1-IQ2_M.gguf b/IntrinSight-4B.i1-IQ2_M.gguf new file mode 100644 index 0000000..9172e2a --- /dev/null +++ b/IntrinSight-4B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5a710fa2a4ffcc440006ef7911c92fa35d4c50ab9ea23b22e11e15b8a4797b57 +size 1826412064 diff --git a/IntrinSight-4B.i1-IQ2_S.gguf b/IntrinSight-4B.i1-IQ2_S.gguf new file mode 100644 index 0000000..b8fa9a0 --- /dev/null +++ b/IntrinSight-4B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c239ef7685bc33302524dd69e23cfe50ca09322554f60f3aa7c677446dfad3ab +size 1737774624 diff --git a/IntrinSight-4B.i1-IQ2_XS.gguf b/IntrinSight-4B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..11601ff --- /dev/null +++ b/IntrinSight-4B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f16cc21ac1eec162c7974e05a16847c90ed50119c8024bddabe205e2fc6638c7 +size 1624831264 diff --git a/IntrinSight-4B.i1-IQ2_XXS.gguf b/IntrinSight-4B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..3a814df --- /dev/null +++ b/IntrinSight-4B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:30806cc4394d5a3534385037252ead36cff915172f9b3caa4b4db1bcb29fc4f5 +size 1530623264 diff --git a/IntrinSight-4B.i1-IQ3_M.gguf b/IntrinSight-4B.i1-IQ3_M.gguf new file mode 100644 index 0000000..50b33ef --- /dev/null +++ b/IntrinSight-4B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:25f5c869e4560d2ae1c56c103529db31da7370826c1ef4de52a686487aa4ac98 +size 2275232544 diff --git a/IntrinSight-4B.i1-IQ3_S.gguf b/IntrinSight-4B.i1-IQ3_S.gguf new file mode 100644 index 0000000..eafffb0 --- /dev/null +++ b/IntrinSight-4B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e1292474a97123169acd0de6dae5e0c8d2045c6a13e875d62e3a540b2ff770ba +size 2225793824 diff --git a/IntrinSight-4B.i1-IQ3_XS.gguf b/IntrinSight-4B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..cb43f91 --- /dev/null +++ b/IntrinSight-4B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:02f4d36d4ddbf8010ff0ae75d3b055cbfef6f0e734c73789c96ed9110833cb1b +size 2151820064 diff --git a/IntrinSight-4B.i1-IQ3_XXS.gguf b/IntrinSight-4B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..93fe54a --- /dev/null +++ b/IntrinSight-4B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d9c5d8f7243839ff1884db1a831c8bb5293b3de565f2deb633be226b7681d6d9 +size 1977882144 diff --git a/IntrinSight-4B.i1-IQ4_NL.gguf b/IntrinSight-4B.i1-IQ4_NL.gguf new file mode 100644 index 0000000..9d3a72d --- /dev/null +++ b/IntrinSight-4B.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0a25c8361c8cfcb9801a8d4e9eab06bf39f5b4885dbfeed4e8a0a41a7f6766e +size 2741092384 diff --git a/IntrinSight-4B.i1-IQ4_XS.gguf b/IntrinSight-4B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..ce1e622 --- /dev/null +++ b/IntrinSight-4B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b935c483326619315ccf3d2e98bdd734b29f6ea2b9cfaddc5b1b58a7c7270b49 +size 2619845664 diff --git a/IntrinSight-4B.i1-Q2_K.gguf b/IntrinSight-4B.i1-Q2_K.gguf new file mode 100644 index 0000000..c571e32 --- /dev/null +++ b/IntrinSight-4B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8d9e954ae7c3d4d4863698bd8202a7e7c321d48a3da6d5434c20f2510181bdbd +size 1949420064 diff --git a/IntrinSight-4B.i1-Q2_K_S.gguf b/IntrinSight-4B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..3b62065 --- /dev/null +++ b/IntrinSight-4B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f3dde7bc09adc400fc2106a698f23b9ecf13c4e714e79b753bcfe325877039c4 +size 1856317984 diff --git a/IntrinSight-4B.i1-Q3_K_L.gguf b/IntrinSight-4B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..9fc2c3b --- /dev/null +++ b/IntrinSight-4B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8a64cf9c626dc54ab2248a7b5f1751ff7d324130b73fbfc45fce9bb9c5463077 +size 2524515104 diff --git a/IntrinSight-4B.i1-Q3_K_M.gguf b/IntrinSight-4B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..fc1a196 --- /dev/null +++ b/IntrinSight-4B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8e6814c68635757dd6498e7b17725c67603fa0839d785dad013530951e00e225 +size 2386889504 diff --git a/IntrinSight-4B.i1-Q3_K_S.gguf b/IntrinSight-4B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..745692a --- /dev/null +++ b/IntrinSight-4B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9734caab6fbe523bffe28a3b14e91b5ec4f3e5ca34420487975364117c8b6108 +size 2225793824 diff --git a/IntrinSight-4B.i1-Q4_0.gguf b/IntrinSight-4B.i1-Q4_0.gguf new file mode 100644 index 0000000..1cf4057 --- /dev/null +++ b/IntrinSight-4B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:383eda16886956dec7212eaafeb26b26d9df91ef47bc36041c66024d0a4fb6fd +size 2747645984 diff --git a/IntrinSight-4B.i1-Q4_1.gguf b/IntrinSight-4B.i1-Q4_1.gguf new file mode 100644 index 0000000..d565c26 --- /dev/null +++ b/IntrinSight-4B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:578fa6bb578e68486cf5cb9f16714584ebab6612d3d98ec3082262bf483f8d57 +size 2983585824 diff --git a/IntrinSight-4B.i1-Q4_K_M.gguf b/IntrinSight-4B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..9974435 --- /dev/null +++ b/IntrinSight-4B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d8f872651c85a1f4ad977c9b87dfc366bc54128dcc3b21ffc3d3c0c9c61d8d49 +size 2867474464 diff --git a/IntrinSight-4B.i1-Q4_K_S.gguf b/IntrinSight-4B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..ef6e691 --- /dev/null +++ b/IntrinSight-4B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:862fe76770b9dc0c67b243d17fe5c9cac89dd6e21e35ad775bff6147aae199c6 +size 2755510304 diff --git a/IntrinSight-4B.i1-Q5_K_M.gguf b/IntrinSight-4B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..40c419c --- /dev/null +++ b/IntrinSight-4B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:58af2846249c4d5d85785565499e6337e4810a962340eda4f86f30c3d1029939 +size 3291185184 diff --git a/IntrinSight-4B.i1-Q5_K_S.gguf b/IntrinSight-4B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..b7effd9 --- /dev/null +++ b/IntrinSight-4B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c6f4519c1e24c51dd8b96453ca1bd316d3318f2e79d7cd513ebb009f27350d96 +size 3226079264 diff --git a/IntrinSight-4B.i1-Q6_K.gguf b/IntrinSight-4B.i1-Q6_K.gguf new file mode 100644 index 0000000..16a4b01 --- /dev/null +++ b/IntrinSight-4B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:01cc711965e9332f2e6f33b3d8dd3267e63001133b90f5814555c4f770400be3 +size 3741377824 diff --git a/IntrinSight-4B.imatrix.gguf b/IntrinSight-4B.imatrix.gguf new file mode 100644 index 0000000..55c435f --- /dev/null +++ b/IntrinSight-4B.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff48449b75e0166c7ac0291dee7615950e47a1a631e2ca43101e2ef4f580e252 +size 3448608 diff --git a/README.md b/README.md new file mode 100644 index 0000000..990ff93 --- /dev/null +++ b/README.md @@ -0,0 +1,89 @@ +--- +base_model: qiuxi337/IntrinSight-4B +datasets: +- General-Medical-AI/GMAI-Reasoning10K +language: +- en +library_name: transformers +license: gemma +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/qiuxi337/IntrinSight-4B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#IntrinSight-4B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/IntrinSight-4B-GGUF + +**This is a vision model - mmproj files (if any) will be in the [static repository](https://huggingface.co/mradermacher/IntrinSight-4B-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/IntrinSight-4B-i1-GGUF/resolve/main/IntrinSight-4B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/IntrinSight-4B-i1-GGUF/resolve/main/IntrinSight-4B.i1-IQ1_S.gguf) | i1-IQ1_S | 1.5 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/IntrinSight-4B-i1-GGUF/resolve/main/IntrinSight-4B.i1-IQ1_M.gguf) | i1-IQ1_M | 1.5 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/IntrinSight-4B-i1-GGUF/resolve/main/IntrinSight-4B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/IntrinSight-4B-i1-GGUF/resolve/main/IntrinSight-4B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 1.7 | | +| [GGUF](https://huggingface.co/mradermacher/IntrinSight-4B-i1-GGUF/resolve/main/IntrinSight-4B.i1-IQ2_S.gguf) | i1-IQ2_S | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/IntrinSight-4B-i1-GGUF/resolve/main/IntrinSight-4B.i1-IQ2_M.gguf) | i1-IQ2_M | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/IntrinSight-4B-i1-GGUF/resolve/main/IntrinSight-4B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 2.0 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/IntrinSight-4B-i1-GGUF/resolve/main/IntrinSight-4B.i1-Q2_K.gguf) | i1-Q2_K | 2.0 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/IntrinSight-4B-i1-GGUF/resolve/main/IntrinSight-4B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 2.1 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/IntrinSight-4B-i1-GGUF/resolve/main/IntrinSight-4B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/IntrinSight-4B-i1-GGUF/resolve/main/IntrinSight-4B.i1-IQ3_S.gguf) | i1-IQ3_S | 2.3 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/IntrinSight-4B-i1-GGUF/resolve/main/IntrinSight-4B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 2.3 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/IntrinSight-4B-i1-GGUF/resolve/main/IntrinSight-4B.i1-IQ3_M.gguf) | i1-IQ3_M | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/IntrinSight-4B-i1-GGUF/resolve/main/IntrinSight-4B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 2.5 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/IntrinSight-4B-i1-GGUF/resolve/main/IntrinSight-4B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 2.6 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/IntrinSight-4B-i1-GGUF/resolve/main/IntrinSight-4B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 2.7 | | +| [GGUF](https://huggingface.co/mradermacher/IntrinSight-4B-i1-GGUF/resolve/main/IntrinSight-4B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 2.8 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/IntrinSight-4B-i1-GGUF/resolve/main/IntrinSight-4B.i1-Q4_0.gguf) | i1-Q4_0 | 2.8 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/IntrinSight-4B-i1-GGUF/resolve/main/IntrinSight-4B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 2.9 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/IntrinSight-4B-i1-GGUF/resolve/main/IntrinSight-4B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 3.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/IntrinSight-4B-i1-GGUF/resolve/main/IntrinSight-4B.i1-Q4_1.gguf) | i1-Q4_1 | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/IntrinSight-4B-i1-GGUF/resolve/main/IntrinSight-4B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/IntrinSight-4B-i1-GGUF/resolve/main/IntrinSight-4B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/IntrinSight-4B-i1-GGUF/resolve/main/IntrinSight-4B.i1-Q6_K.gguf) | i1-Q6_K | 3.8 | 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. + +