commit d2825b827829626bb676fa1d6b1f5fd7f59435c4 Author: ModelHub XC Date: Tue May 19 19:32:40 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Diamond-Swarm-Auditor-7B-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..c5946d9 --- /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 +Diamond-Swarm-Auditor-7B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +Diamond-Swarm-Auditor-7B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Diamond-Swarm-Auditor-7B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Diamond-Swarm-Auditor-7B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Diamond-Swarm-Auditor-7B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Diamond-Swarm-Auditor-7B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Diamond-Swarm-Auditor-7B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +Diamond-Swarm-Auditor-7B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Diamond-Swarm-Auditor-7B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Diamond-Swarm-Auditor-7B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Diamond-Swarm-Auditor-7B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Diamond-Swarm-Auditor-7B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Diamond-Swarm-Auditor-7B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +Diamond-Swarm-Auditor-7B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Diamond-Swarm-Auditor-7B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Diamond-Swarm-Auditor-7B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Diamond-Swarm-Auditor-7B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Diamond-Swarm-Auditor-7B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Diamond-Swarm-Auditor-7B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Diamond-Swarm-Auditor-7B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +Diamond-Swarm-Auditor-7B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Diamond-Swarm-Auditor-7B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +Diamond-Swarm-Auditor-7B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Diamond-Swarm-Auditor-7B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +Diamond-Swarm-Auditor-7B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Diamond-Swarm-Auditor-7B.i1-IQ1_M.gguf b/Diamond-Swarm-Auditor-7B.i1-IQ1_M.gguf new file mode 100644 index 0000000..d2d3a0c --- /dev/null +++ b/Diamond-Swarm-Auditor-7B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d8f2539f04f8a0e597f1e58cdcef0eb69d6e659966afb455cb026b8babf79eb3 +size 2042196704 diff --git a/Diamond-Swarm-Auditor-7B.i1-IQ1_S.gguf b/Diamond-Swarm-Auditor-7B.i1-IQ1_S.gguf new file mode 100644 index 0000000..5d5b9da --- /dev/null +++ b/Diamond-Swarm-Auditor-7B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:392fd46ede5a85562016abd8f5060ffcb7e6bb52ff6492ef6378806a3c041b7f +size 1903667936 diff --git a/Diamond-Swarm-Auditor-7B.i1-IQ2_M.gguf b/Diamond-Swarm-Auditor-7B.i1-IQ2_M.gguf new file mode 100644 index 0000000..506c8f7 --- /dev/null +++ b/Diamond-Swarm-Auditor-7B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:93bf3be85019dbefb0d31fcd1eb0216b180c2e7655fed5cee31c60ec3a1f0f79 +size 2780343008 diff --git a/Diamond-Swarm-Auditor-7B.i1-IQ2_S.gguf b/Diamond-Swarm-Auditor-7B.i1-IQ2_S.gguf new file mode 100644 index 0000000..428aec5 --- /dev/null +++ b/Diamond-Swarm-Auditor-7B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e1d1801a7d1406df43af3e493fb4a44b9d9f135925da64ad05456998e74b321a +size 2595637984 diff --git a/Diamond-Swarm-Auditor-7B.i1-IQ2_XS.gguf b/Diamond-Swarm-Auditor-7B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..1460d7b --- /dev/null +++ b/Diamond-Swarm-Auditor-7B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cb5e37c1fafdf8fb023ca10863df6acb88cc906d6319732f5c91c57e77a0c25d +size 2469022432 diff --git a/Diamond-Swarm-Auditor-7B.i1-IQ2_XXS.gguf b/Diamond-Swarm-Auditor-7B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..c1e8245 --- /dev/null +++ b/Diamond-Swarm-Auditor-7B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b537a5f6dd7d804b3f79d4cbcb79178c2397e4eb798ebc3997bdf5f1a6e8ad1e +size 2273077984 diff --git a/Diamond-Swarm-Auditor-7B.i1-IQ3_M.gguf b/Diamond-Swarm-Auditor-7B.i1-IQ3_M.gguf new file mode 100644 index 0000000..d2fe693 --- /dev/null +++ b/Diamond-Swarm-Auditor-7B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c8e320220b68a36e2c8e0a8371ff7a543b21c3cda2af3c9204d797e3c8506f1a +size 3574012640 diff --git a/Diamond-Swarm-Auditor-7B.i1-IQ3_S.gguf b/Diamond-Swarm-Auditor-7B.i1-IQ3_S.gguf new file mode 100644 index 0000000..236560b --- /dev/null +++ b/Diamond-Swarm-Auditor-7B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f10408f744e2cfbbd3a38a8e339b7bb2fd72f87cfe79b3cc41ecceff6c01eda +size 3499193056 diff --git a/Diamond-Swarm-Auditor-7B.i1-IQ3_XS.gguf b/Diamond-Swarm-Auditor-7B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..f0f0864 --- /dev/null +++ b/Diamond-Swarm-Auditor-7B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0ba411c1e2cd2fd00110b534f8fb842d94bcbbaff2a96c725643ddb63516abd +size 3346256608 diff --git a/Diamond-Swarm-Auditor-7B.i1-IQ3_XXS.gguf b/Diamond-Swarm-Auditor-7B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..b53a0b2 --- /dev/null +++ b/Diamond-Swarm-Auditor-7B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3af200c5905289572b29a34b204df8af46ca7fdf321cc07beb70f5d0cfb85f12 +size 3114515168 diff --git a/Diamond-Swarm-Auditor-7B.i1-IQ4_NL.gguf b/Diamond-Swarm-Auditor-7B.i1-IQ4_NL.gguf new file mode 100644 index 0000000..4ee28e4 --- /dev/null +++ b/Diamond-Swarm-Auditor-7B.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ed72462c6f2afd9e0c6e897bcebbef2c8bb234c8bf3742fefa6118574edd2a25 +size 4437813984 diff --git a/Diamond-Swarm-Auditor-7B.i1-IQ4_XS.gguf b/Diamond-Swarm-Auditor-7B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..dc3234e --- /dev/null +++ b/Diamond-Swarm-Auditor-7B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf88ecc56405c24852517feebb98d171125c81522e42404f7db970293e62f677 +size 4218473184 diff --git a/Diamond-Swarm-Auditor-7B.i1-Q2_K.gguf b/Diamond-Swarm-Auditor-7B.i1-Q2_K.gguf new file mode 100644 index 0000000..c934b6d --- /dev/null +++ b/Diamond-Swarm-Auditor-7B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e747d296e196a6a198e061850844a2bdf1c6a0d62c7e1e1414d3ac4e02342dd1 +size 3015940832 diff --git a/Diamond-Swarm-Auditor-7B.i1-Q2_K_S.gguf b/Diamond-Swarm-Auditor-7B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..e5a7c91 --- /dev/null +++ b/Diamond-Swarm-Auditor-7B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a7094398e0ba7ef5cf3d066da7b5a7a5e5751b44098263a8c55a980401e0a303 +size 2834074336 diff --git a/Diamond-Swarm-Auditor-7B.i1-Q3_K_L.gguf b/Diamond-Swarm-Auditor-7B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..4b3fd9e --- /dev/null +++ b/Diamond-Swarm-Auditor-7B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3285f0e65c4dfddd08d68871663bfc52b403867d45147bbfa824ff16e935d8f6 +size 4088460000 diff --git a/Diamond-Swarm-Auditor-7B.i1-Q3_K_M.gguf b/Diamond-Swarm-Auditor-7B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..2e3a330 --- /dev/null +++ b/Diamond-Swarm-Auditor-7B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3900fc836389083e6c9000452c4b25b5d2a71a878a44defe03d8e63fbd8e368e +size 3808391904 diff --git a/Diamond-Swarm-Auditor-7B.i1-Q3_K_S.gguf b/Diamond-Swarm-Auditor-7B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..88ad2cd --- /dev/null +++ b/Diamond-Swarm-Auditor-7B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b7b2c21e009d12f67b21fdc59e403c1830d69ea5a1b7874c0b563a3d741b5d3b +size 3492369120 diff --git a/Diamond-Swarm-Auditor-7B.i1-Q4_0.gguf b/Diamond-Swarm-Auditor-7B.i1-Q4_0.gguf new file mode 100644 index 0000000..50d954a --- /dev/null +++ b/Diamond-Swarm-Auditor-7B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:943a2bf72dbe561fdd06c28e85371fc0cd65a82fdcaba3b6d2ead74127852a0d +size 4444121824 diff --git a/Diamond-Swarm-Auditor-7B.i1-Q4_1.gguf b/Diamond-Swarm-Auditor-7B.i1-Q4_1.gguf new file mode 100644 index 0000000..80349ff --- /dev/null +++ b/Diamond-Swarm-Auditor-7B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f81de81278ae0c7f594d816fec0b4fb43545e3918538579fbcc5609046eff16 +size 4873284320 diff --git a/Diamond-Swarm-Auditor-7B.i1-Q4_K_M.gguf b/Diamond-Swarm-Auditor-7B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..19f3349 --- /dev/null +++ b/Diamond-Swarm-Auditor-7B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ca46106cba8db4eeaf21a8833aa566b3a39bf2d91cbac588776411fd40db1745 +size 4683074272 diff --git a/Diamond-Swarm-Auditor-7B.i1-Q4_K_S.gguf b/Diamond-Swarm-Auditor-7B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..6322343 --- /dev/null +++ b/Diamond-Swarm-Auditor-7B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5720733c0c7f9293e955585a1a410f49bfba8b21b10aa1d19a1bbc37a8ccc186 +size 4457769696 diff --git a/Diamond-Swarm-Auditor-7B.i1-Q5_K_M.gguf b/Diamond-Swarm-Auditor-7B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..b8b6990 --- /dev/null +++ b/Diamond-Swarm-Auditor-7B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:09e79b48436800506e32e45ef73cd0d7d5e2375844e52f12a094a76517b8ccbb +size 5444831968 diff --git a/Diamond-Swarm-Auditor-7B.i1-Q5_K_S.gguf b/Diamond-Swarm-Auditor-7B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..5c408a2 --- /dev/null +++ b/Diamond-Swarm-Auditor-7B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b73dcf4aa748ed339e1fb9444328e465159d3209e86308bf9af2ed394ae06d6 +size 5315177184 diff --git a/Diamond-Swarm-Auditor-7B.i1-Q6_K.gguf b/Diamond-Swarm-Auditor-7B.i1-Q6_K.gguf new file mode 100644 index 0000000..8adc18c --- /dev/null +++ b/Diamond-Swarm-Auditor-7B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:20abe3e12fd2a61aab354045a3fb05858e470f2a2aba282e5613be12d2ac31e7 +size 6254199520 diff --git a/Diamond-Swarm-Auditor-7B.imatrix.gguf b/Diamond-Swarm-Auditor-7B.imatrix.gguf new file mode 100644 index 0000000..c3e8cb7 --- /dev/null +++ b/Diamond-Swarm-Auditor-7B.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:07a80b2d96c44c06d382ad6c77def2b2ac3912d977c854e14411ed65abedf853 +size 4560352 diff --git a/README.md b/README.md new file mode 100644 index 0000000..fbe9d46 --- /dev/null +++ b/README.md @@ -0,0 +1,84 @@ +--- +base_model: Vet-Rate-org/Diamond-Swarm-Auditor-7B +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/Vet-Rate-org/Diamond-Swarm-Auditor-7B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Diamond-Swarm-Auditor-7B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/Diamond-Swarm-Auditor-7B-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/Diamond-Swarm-Auditor-7B-i1-GGUF/resolve/main/Diamond-Swarm-Auditor-7B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/Diamond-Swarm-Auditor-7B-i1-GGUF/resolve/main/Diamond-Swarm-Auditor-7B.i1-IQ1_S.gguf) | i1-IQ1_S | 2.0 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Diamond-Swarm-Auditor-7B-i1-GGUF/resolve/main/Diamond-Swarm-Auditor-7B.i1-IQ1_M.gguf) | i1-IQ1_M | 2.1 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Diamond-Swarm-Auditor-7B-i1-GGUF/resolve/main/Diamond-Swarm-Auditor-7B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/Diamond-Swarm-Auditor-7B-i1-GGUF/resolve/main/Diamond-Swarm-Auditor-7B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/Diamond-Swarm-Auditor-7B-i1-GGUF/resolve/main/Diamond-Swarm-Auditor-7B.i1-IQ2_S.gguf) | i1-IQ2_S | 2.7 | | +| [GGUF](https://huggingface.co/mradermacher/Diamond-Swarm-Auditor-7B-i1-GGUF/resolve/main/Diamond-Swarm-Auditor-7B.i1-IQ2_M.gguf) | i1-IQ2_M | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/Diamond-Swarm-Auditor-7B-i1-GGUF/resolve/main/Diamond-Swarm-Auditor-7B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 2.9 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/Diamond-Swarm-Auditor-7B-i1-GGUF/resolve/main/Diamond-Swarm-Auditor-7B.i1-Q2_K.gguf) | i1-Q2_K | 3.1 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Diamond-Swarm-Auditor-7B-i1-GGUF/resolve/main/Diamond-Swarm-Auditor-7B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Diamond-Swarm-Auditor-7B-i1-GGUF/resolve/main/Diamond-Swarm-Auditor-7B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/Diamond-Swarm-Auditor-7B-i1-GGUF/resolve/main/Diamond-Swarm-Auditor-7B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.6 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Diamond-Swarm-Auditor-7B-i1-GGUF/resolve/main/Diamond-Swarm-Auditor-7B.i1-IQ3_S.gguf) | i1-IQ3_S | 3.6 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Diamond-Swarm-Auditor-7B-i1-GGUF/resolve/main/Diamond-Swarm-Auditor-7B.i1-IQ3_M.gguf) | i1-IQ3_M | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/Diamond-Swarm-Auditor-7B-i1-GGUF/resolve/main/Diamond-Swarm-Auditor-7B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 3.9 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Diamond-Swarm-Auditor-7B-i1-GGUF/resolve/main/Diamond-Swarm-Auditor-7B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.2 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Diamond-Swarm-Auditor-7B-i1-GGUF/resolve/main/Diamond-Swarm-Auditor-7B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.3 | | +| [GGUF](https://huggingface.co/mradermacher/Diamond-Swarm-Auditor-7B-i1-GGUF/resolve/main/Diamond-Swarm-Auditor-7B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.5 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/Diamond-Swarm-Auditor-7B-i1-GGUF/resolve/main/Diamond-Swarm-Auditor-7B.i1-Q4_0.gguf) | i1-Q4_0 | 4.5 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Diamond-Swarm-Auditor-7B-i1-GGUF/resolve/main/Diamond-Swarm-Auditor-7B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.6 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Diamond-Swarm-Auditor-7B-i1-GGUF/resolve/main/Diamond-Swarm-Auditor-7B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Diamond-Swarm-Auditor-7B-i1-GGUF/resolve/main/Diamond-Swarm-Auditor-7B.i1-Q4_1.gguf) | i1-Q4_1 | 5.0 | | +| [GGUF](https://huggingface.co/mradermacher/Diamond-Swarm-Auditor-7B-i1-GGUF/resolve/main/Diamond-Swarm-Auditor-7B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/Diamond-Swarm-Auditor-7B-i1-GGUF/resolve/main/Diamond-Swarm-Auditor-7B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/Diamond-Swarm-Auditor-7B-i1-GGUF/resolve/main/Diamond-Swarm-Auditor-7B.i1-Q6_K.gguf) | i1-Q6_K | 6.4 | 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. + +