commit dfc132e2f5bde2c62c24deb7661949117015b55f Author: ModelHub XC Date: Sun May 10 04:05:22 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/BiPS-Qwen3-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..c0ae0ca --- /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 +BiPS-Qwen3.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +BiPS-Qwen3.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +BiPS-Qwen3.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +BiPS-Qwen3.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +BiPS-Qwen3.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +BiPS-Qwen3.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +BiPS-Qwen3.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +BiPS-Qwen3.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +BiPS-Qwen3.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +BiPS-Qwen3.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +BiPS-Qwen3.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +BiPS-Qwen3.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +BiPS-Qwen3.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +BiPS-Qwen3.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +BiPS-Qwen3.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +BiPS-Qwen3.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +BiPS-Qwen3.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +BiPS-Qwen3.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +BiPS-Qwen3.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +BiPS-Qwen3.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +BiPS-Qwen3.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +BiPS-Qwen3.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +BiPS-Qwen3.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +BiPS-Qwen3.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +BiPS-Qwen3.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/BiPS-Qwen3.i1-IQ1_M.gguf b/BiPS-Qwen3.i1-IQ1_M.gguf new file mode 100644 index 0000000..28afb57 --- /dev/null +++ b/BiPS-Qwen3.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fd93eceb07a8441a714f8025929b98eaf44fdd51b1ab374d3ee8b42e009fc203 +size 2256149504 diff --git a/BiPS-Qwen3.i1-IQ1_S.gguf b/BiPS-Qwen3.i1-IQ1_S.gguf new file mode 100644 index 0000000..bec01b5 --- /dev/null +++ b/BiPS-Qwen3.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9d3df6ed8fb6097dfa13e572d4cc4c5efa6a64667f93edb63210c1cb32c9ba14 +size 2115771392 diff --git a/BiPS-Qwen3.i1-IQ2_M.gguf b/BiPS-Qwen3.i1-IQ2_M.gguf new file mode 100644 index 0000000..acbe13d --- /dev/null +++ b/BiPS-Qwen3.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:323baa93625421cad35fac4422b859996d4be51a0f52643cdb6af6a7135aead3 +size 3051916288 diff --git a/BiPS-Qwen3.i1-IQ2_S.gguf b/BiPS-Qwen3.i1-IQ2_S.gguf new file mode 100644 index 0000000..b1d59ec --- /dev/null +++ b/BiPS-Qwen3.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d50366a091de3235986b2745eb3388f61fa18a9606e809461cf1f705d55cbc10 +size 2864745472 diff --git a/BiPS-Qwen3.i1-IQ2_XS.gguf b/BiPS-Qwen3.i1-IQ2_XS.gguf new file mode 100644 index 0000000..6b44da5 --- /dev/null +++ b/BiPS-Qwen3.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fed22222733f3fee356cdd7bdd47d0aa5697bc0da50d40759a2184de65707db0 +size 2696158208 diff --git a/BiPS-Qwen3.i1-IQ2_XXS.gguf b/BiPS-Qwen3.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..bc9a8cb --- /dev/null +++ b/BiPS-Qwen3.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a40cd1f7f94a0e349bf238c3a1e592d6be1dc67da917331ed73e0cbea8742b05 +size 2490113024 diff --git a/BiPS-Qwen3.i1-IQ3_M.gguf b/BiPS-Qwen3.i1-IQ3_M.gguf new file mode 100644 index 0000000..fbc6e2c --- /dev/null +++ b/BiPS-Qwen3.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:021880e4bffb0476ac1b5b5d6aee1d848790b269945cd65c6377959e10039da2 +size 3896622080 diff --git a/BiPS-Qwen3.i1-IQ3_S.gguf b/BiPS-Qwen3.i1-IQ3_S.gguf new file mode 100644 index 0000000..214b6e7 --- /dev/null +++ b/BiPS-Qwen3.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:67bf822e018080396dcf54cabbcfb93a5ef9e45f3a6c56331987b44c0edf32ec +size 3789667328 diff --git a/BiPS-Qwen3.i1-IQ3_XS.gguf b/BiPS-Qwen3.i1-IQ3_XS.gguf new file mode 100644 index 0000000..bd4c2ef --- /dev/null +++ b/BiPS-Qwen3.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:80ad0aca499cea9150b51845f4b9e00cdcca30bf29910f85759fd82aa38d9ea6 +size 3626875904 diff --git a/BiPS-Qwen3.i1-IQ3_XXS.gguf b/BiPS-Qwen3.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..4839fd9 --- /dev/null +++ b/BiPS-Qwen3.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:762124371e7adbe49411127c86a8be145ec9c0e1b9fcc5a452686dcd0643e397 +size 3369634816 diff --git a/BiPS-Qwen3.i1-IQ4_NL.gguf b/BiPS-Qwen3.i1-IQ4_NL.gguf new file mode 100644 index 0000000..0688965 --- /dev/null +++ b/BiPS-Qwen3.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fb74597b5e0093c5848285ad87d6ac8fad2cf5108f4056a78b7ae06ef52c7978 +size 4793625600 diff --git a/BiPS-Qwen3.i1-IQ4_XS.gguf b/BiPS-Qwen3.i1-IQ4_XS.gguf new file mode 100644 index 0000000..6eb0c1c --- /dev/null +++ b/BiPS-Qwen3.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e61e5f39784e6b130c41161c226e4de9ce15ec190a611502d2bb2dffa62c32f8 +size 4561841152 diff --git a/BiPS-Qwen3.i1-Q2_K.gguf b/BiPS-Qwen3.i1-Q2_K.gguf new file mode 100644 index 0000000..283576b --- /dev/null +++ b/BiPS-Qwen3.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:03ab24fcf87a9f2b2d526f1bab4fe659d668d54322ba7834ff17a613e0ce16f3 +size 3281734656 diff --git a/BiPS-Qwen3.i1-Q2_K_S.gguf b/BiPS-Qwen3.i1-Q2_K_S.gguf new file mode 100644 index 0000000..1160228 --- /dev/null +++ b/BiPS-Qwen3.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:560a553c3e7eef0af3377ab6d89a69b4f116e48ac87c194e35bf5d09f858d5a1 +size 3083553792 diff --git a/BiPS-Qwen3.i1-Q3_K_L.gguf b/BiPS-Qwen3.i1-Q3_K_L.gguf new file mode 100644 index 0000000..f26776a --- /dev/null +++ b/BiPS-Qwen3.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7524833fc0789d342924f9cf5e80e1caae24e5c182226486008361e9da27838c +size 4431395840 diff --git a/BiPS-Qwen3.i1-Q3_K_M.gguf b/BiPS-Qwen3.i1-Q3_K_M.gguf new file mode 100644 index 0000000..d058df0 --- /dev/null +++ b/BiPS-Qwen3.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:61a0b167ebc5304e0fa3a54e6e16250a4258c6764c39766024ee7a2cdd6c4453 +size 4124163072 diff --git a/BiPS-Qwen3.i1-Q3_K_S.gguf b/BiPS-Qwen3.i1-Q3_K_S.gguf new file mode 100644 index 0000000..272fa75 --- /dev/null +++ b/BiPS-Qwen3.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4f0fb49ac65f047a6d5c220150725d3c7004ff0bce44a2847f15f58145e8923a +size 3769613312 diff --git a/BiPS-Qwen3.i1-Q4_0.gguf b/BiPS-Qwen3.i1-Q4_0.gguf new file mode 100644 index 0000000..6b1ac13 --- /dev/null +++ b/BiPS-Qwen3.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:131dbe30b21d925e591b50f0546a8a953c83db7de61b07f436e48516656cea33 +size 4787334144 diff --git a/BiPS-Qwen3.i1-Q4_1.gguf b/BiPS-Qwen3.i1-Q4_1.gguf new file mode 100644 index 0000000..998e573 --- /dev/null +++ b/BiPS-Qwen3.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:54b7875e0644037cd4f6ed304e2f026002236c73bca70bea127e54371a6987ff +size 5247757312 diff --git a/BiPS-Qwen3.i1-Q4_K_M.gguf b/BiPS-Qwen3.i1-Q4_K_M.gguf new file mode 100644 index 0000000..d3b3beb --- /dev/null +++ b/BiPS-Qwen3.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7a727b3c579bd999663224758767f84f455ada92a1360b386b5e8942514cd7dd +size 5027785728 diff --git a/BiPS-Qwen3.i1-Q4_K_S.gguf b/BiPS-Qwen3.i1-Q4_K_S.gguf new file mode 100644 index 0000000..5818384 --- /dev/null +++ b/BiPS-Qwen3.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:69a494bd781ced30c78577bb0c39a80506b026cc692fd657c2f126ef29e77a6e +size 4802014208 diff --git a/BiPS-Qwen3.i1-Q5_K_M.gguf b/BiPS-Qwen3.i1-Q5_K_M.gguf new file mode 100644 index 0000000..11f2170 --- /dev/null +++ b/BiPS-Qwen3.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:55775503e77f833d82f3515c786828ae619a50cc8b4a9f191f583f54d1839fc8 +size 5851114496 diff --git a/BiPS-Qwen3.i1-Q5_K_S.gguf b/BiPS-Qwen3.i1-Q5_K_S.gguf new file mode 100644 index 0000000..2d86f9b --- /dev/null +++ b/BiPS-Qwen3.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:063c1fe825d7ba12923523eff7ab06659e79f86e01b55e03290e1b127d949bb4 +size 5720763392 diff --git a/BiPS-Qwen3.i1-Q6_K.gguf b/BiPS-Qwen3.i1-Q6_K.gguf new file mode 100644 index 0000000..8ee58ad --- /dev/null +++ b/BiPS-Qwen3.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:63a739d41f08d3180536c0c35889b895f8c2f04e12ce1acfadb2515573355c80 +size 6725901312 diff --git a/BiPS-Qwen3.imatrix.gguf b/BiPS-Qwen3.imatrix.gguf new file mode 100644 index 0000000..b74a576 --- /dev/null +++ b/BiPS-Qwen3.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:58c8ab014e2bf86844fd28d95feb3e19aa66df1337b564f94f258f97e99a7ec0 +size 5347200 diff --git a/README.md b/README.md new file mode 100644 index 0000000..5ad3f1f --- /dev/null +++ b/README.md @@ -0,0 +1,90 @@ +--- +base_model: zss01/BiPS-Qwen3 +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- vlm +- chart-understanding +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/zss01/BiPS-Qwen3 + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#BiPS-Qwen3-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/BiPS-Qwen3-GGUF + +**This is a vision model - mmproj files (if any) will be in the [static repository](https://huggingface.co/mradermacher/BiPS-Qwen3-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/BiPS-Qwen3-i1-GGUF/resolve/main/BiPS-Qwen3.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/BiPS-Qwen3-i1-GGUF/resolve/main/BiPS-Qwen3.i1-IQ1_S.gguf) | i1-IQ1_S | 2.2 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/BiPS-Qwen3-i1-GGUF/resolve/main/BiPS-Qwen3.i1-IQ1_M.gguf) | i1-IQ1_M | 2.4 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/BiPS-Qwen3-i1-GGUF/resolve/main/BiPS-Qwen3.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/BiPS-Qwen3-i1-GGUF/resolve/main/BiPS-Qwen3.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/BiPS-Qwen3-i1-GGUF/resolve/main/BiPS-Qwen3.i1-IQ2_S.gguf) | i1-IQ2_S | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/BiPS-Qwen3-i1-GGUF/resolve/main/BiPS-Qwen3.i1-IQ2_M.gguf) | i1-IQ2_M | 3.2 | | +| [GGUF](https://huggingface.co/mradermacher/BiPS-Qwen3-i1-GGUF/resolve/main/BiPS-Qwen3.i1-Q2_K_S.gguf) | i1-Q2_K_S | 3.2 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/BiPS-Qwen3-i1-GGUF/resolve/main/BiPS-Qwen3.i1-Q2_K.gguf) | i1-Q2_K | 3.4 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/BiPS-Qwen3-i1-GGUF/resolve/main/BiPS-Qwen3.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.5 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/BiPS-Qwen3-i1-GGUF/resolve/main/BiPS-Qwen3.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/BiPS-Qwen3-i1-GGUF/resolve/main/BiPS-Qwen3.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.9 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/BiPS-Qwen3-i1-GGUF/resolve/main/BiPS-Qwen3.i1-IQ3_S.gguf) | i1-IQ3_S | 3.9 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/BiPS-Qwen3-i1-GGUF/resolve/main/BiPS-Qwen3.i1-IQ3_M.gguf) | i1-IQ3_M | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/BiPS-Qwen3-i1-GGUF/resolve/main/BiPS-Qwen3.i1-Q3_K_M.gguf) | i1-Q3_K_M | 4.2 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/BiPS-Qwen3-i1-GGUF/resolve/main/BiPS-Qwen3.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.5 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/BiPS-Qwen3-i1-GGUF/resolve/main/BiPS-Qwen3.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.7 | | +| [GGUF](https://huggingface.co/mradermacher/BiPS-Qwen3-i1-GGUF/resolve/main/BiPS-Qwen3.i1-Q4_0.gguf) | i1-Q4_0 | 4.9 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/BiPS-Qwen3-i1-GGUF/resolve/main/BiPS-Qwen3.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.9 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/BiPS-Qwen3-i1-GGUF/resolve/main/BiPS-Qwen3.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.9 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/BiPS-Qwen3-i1-GGUF/resolve/main/BiPS-Qwen3.i1-Q4_K_M.gguf) | i1-Q4_K_M | 5.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/BiPS-Qwen3-i1-GGUF/resolve/main/BiPS-Qwen3.i1-Q4_1.gguf) | i1-Q4_1 | 5.3 | | +| [GGUF](https://huggingface.co/mradermacher/BiPS-Qwen3-i1-GGUF/resolve/main/BiPS-Qwen3.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/BiPS-Qwen3-i1-GGUF/resolve/main/BiPS-Qwen3.i1-Q5_K_M.gguf) | i1-Q5_K_M | 6.0 | | +| [GGUF](https://huggingface.co/mradermacher/BiPS-Qwen3-i1-GGUF/resolve/main/BiPS-Qwen3.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. + +