commit 0ae3a6f8497fced6140037631eb43b7e436065dc Author: ModelHub XC Date: Wed Jul 15 01:30:09 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/PyVision-Image-7B-SFT-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..357c3ef --- /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 +PyVision-Image-7B-SFT.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +PyVision-Image-7B-SFT.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +PyVision-Image-7B-SFT.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +PyVision-Image-7B-SFT.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +PyVision-Image-7B-SFT.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +PyVision-Image-7B-SFT.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +PyVision-Image-7B-SFT.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +PyVision-Image-7B-SFT.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +PyVision-Image-7B-SFT.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +PyVision-Image-7B-SFT.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +PyVision-Image-7B-SFT.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +PyVision-Image-7B-SFT.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +PyVision-Image-7B-SFT.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +PyVision-Image-7B-SFT.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +PyVision-Image-7B-SFT.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +PyVision-Image-7B-SFT.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +PyVision-Image-7B-SFT.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +PyVision-Image-7B-SFT.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +PyVision-Image-7B-SFT.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +PyVision-Image-7B-SFT.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +PyVision-Image-7B-SFT.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +PyVision-Image-7B-SFT.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +PyVision-Image-7B-SFT.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +PyVision-Image-7B-SFT.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +PyVision-Image-7B-SFT.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/PyVision-Image-7B-SFT.i1-IQ1_M.gguf b/PyVision-Image-7B-SFT.i1-IQ1_M.gguf new file mode 100644 index 0000000..163001b --- /dev/null +++ b/PyVision-Image-7B-SFT.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:964b5d1e19e5b8c447374f3ce9b0e78a103f9b0e49ddae78b95a5bcf93dc3e00 +size 2042195488 diff --git a/PyVision-Image-7B-SFT.i1-IQ1_S.gguf b/PyVision-Image-7B-SFT.i1-IQ1_S.gguf new file mode 100644 index 0000000..b5a6b0c --- /dev/null +++ b/PyVision-Image-7B-SFT.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:34cd363a813f13dfc1f0153d4a9f9c096406fa99daf4fc9c6b7d3ea2a6eb4a76 +size 1903666720 diff --git a/PyVision-Image-7B-SFT.i1-IQ2_M.gguf b/PyVision-Image-7B-SFT.i1-IQ2_M.gguf new file mode 100644 index 0000000..a71fb3e --- /dev/null +++ b/PyVision-Image-7B-SFT.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:95f493c1864c3437d8c973f9648cbee542a68e92fe9fa2aaf3e63273812fabf9 +size 2780341792 diff --git a/PyVision-Image-7B-SFT.i1-IQ2_S.gguf b/PyVision-Image-7B-SFT.i1-IQ2_S.gguf new file mode 100644 index 0000000..fd29d7c --- /dev/null +++ b/PyVision-Image-7B-SFT.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e51cf0636ee058038016c3a49d40124cedd59b6e95971616f65e668318f8f58a +size 2595636768 diff --git a/PyVision-Image-7B-SFT.i1-IQ2_XS.gguf b/PyVision-Image-7B-SFT.i1-IQ2_XS.gguf new file mode 100644 index 0000000..8d97a38 --- /dev/null +++ b/PyVision-Image-7B-SFT.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c6f4917c8888dc5a2a753b28566436850d57b67e332523df81af78329760890 +size 2469021216 diff --git a/PyVision-Image-7B-SFT.i1-IQ2_XXS.gguf b/PyVision-Image-7B-SFT.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..85a6ede --- /dev/null +++ b/PyVision-Image-7B-SFT.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:157455c5d7aec2208abb5c0aa7a50a2c57af055d7443fce058c90de92bac919f +size 2273076768 diff --git a/PyVision-Image-7B-SFT.i1-IQ3_M.gguf b/PyVision-Image-7B-SFT.i1-IQ3_M.gguf new file mode 100644 index 0000000..9df491e --- /dev/null +++ b/PyVision-Image-7B-SFT.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:70f854a1e02b6c5aece40e026bc30b1d9a291d32a259d0fd2828af9b56fd78ce +size 3574011424 diff --git a/PyVision-Image-7B-SFT.i1-IQ3_S.gguf b/PyVision-Image-7B-SFT.i1-IQ3_S.gguf new file mode 100644 index 0000000..30a0d34 --- /dev/null +++ b/PyVision-Image-7B-SFT.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:87a99fdab76d51509a7c13b5ce7c6a0e4b42e1f25f93de57aafa4335c654fadb +size 3499191840 diff --git a/PyVision-Image-7B-SFT.i1-IQ3_XS.gguf b/PyVision-Image-7B-SFT.i1-IQ3_XS.gguf new file mode 100644 index 0000000..ddea089 --- /dev/null +++ b/PyVision-Image-7B-SFT.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:823992b740b565e5786391d25f3036263b94e8e0912de1a425197b610ef697ec +size 3346255392 diff --git a/PyVision-Image-7B-SFT.i1-IQ3_XXS.gguf b/PyVision-Image-7B-SFT.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..c2eb5bc --- /dev/null +++ b/PyVision-Image-7B-SFT.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:02867892bc119a7597f222abd4e0f83475ed7b83f19f98152e03a29e6323e903 +size 3114513952 diff --git a/PyVision-Image-7B-SFT.i1-IQ4_NL.gguf b/PyVision-Image-7B-SFT.i1-IQ4_NL.gguf new file mode 100644 index 0000000..7789743 --- /dev/null +++ b/PyVision-Image-7B-SFT.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cad82e8689efc4ca2f5242990e8e781c56ef6e1d2b2cdd29257857b600f7cdce +size 4437812768 diff --git a/PyVision-Image-7B-SFT.i1-IQ4_XS.gguf b/PyVision-Image-7B-SFT.i1-IQ4_XS.gguf new file mode 100644 index 0000000..2ee06ed --- /dev/null +++ b/PyVision-Image-7B-SFT.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:951bbcc811475790356e119ae2e6a7e394850482250491638a95f6849fbbbd82 +size 4218471968 diff --git a/PyVision-Image-7B-SFT.i1-Q2_K.gguf b/PyVision-Image-7B-SFT.i1-Q2_K.gguf new file mode 100644 index 0000000..4cfb597 --- /dev/null +++ b/PyVision-Image-7B-SFT.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:59fe365c0339fc105931ba8e17d6789c39705cf824cf352804a58e29a5c6c28b +size 3015939616 diff --git a/PyVision-Image-7B-SFT.i1-Q2_K_S.gguf b/PyVision-Image-7B-SFT.i1-Q2_K_S.gguf new file mode 100644 index 0000000..f5c636e --- /dev/null +++ b/PyVision-Image-7B-SFT.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:65053c9b7ab314350b8a4ec5a724d0e091c16c911f77987933ac90e3a20dbe6b +size 2834073120 diff --git a/PyVision-Image-7B-SFT.i1-Q3_K_L.gguf b/PyVision-Image-7B-SFT.i1-Q3_K_L.gguf new file mode 100644 index 0000000..7a3d681 --- /dev/null +++ b/PyVision-Image-7B-SFT.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aac09f32c2bebeb8a2088ac912155ef71d13db849759c14a05408182dfe20552 +size 4088458784 diff --git a/PyVision-Image-7B-SFT.i1-Q3_K_M.gguf b/PyVision-Image-7B-SFT.i1-Q3_K_M.gguf new file mode 100644 index 0000000..2080b98 --- /dev/null +++ b/PyVision-Image-7B-SFT.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ce5fdb0200c227a8dc48bd25a8898e2229b961f227e15a44860771f065156e5e +size 3808390688 diff --git a/PyVision-Image-7B-SFT.i1-Q3_K_S.gguf b/PyVision-Image-7B-SFT.i1-Q3_K_S.gguf new file mode 100644 index 0000000..ec318a0 --- /dev/null +++ b/PyVision-Image-7B-SFT.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a691f5c340f086856a33e052a3d3cc70ac12d528399ee90ab505e94d1298a5fc +size 3492367904 diff --git a/PyVision-Image-7B-SFT.i1-Q4_0.gguf b/PyVision-Image-7B-SFT.i1-Q4_0.gguf new file mode 100644 index 0000000..02ede8e --- /dev/null +++ b/PyVision-Image-7B-SFT.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8961f8ef98024b452dfbd583d19846b4c2e8625c615d384a9977781b2a0d1c9f +size 4444120608 diff --git a/PyVision-Image-7B-SFT.i1-Q4_1.gguf b/PyVision-Image-7B-SFT.i1-Q4_1.gguf new file mode 100644 index 0000000..279e58e --- /dev/null +++ b/PyVision-Image-7B-SFT.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b2aa50a14d4a15d2a44bdd000bbf5b3aa013ae23c8cb5b37a723df13bef3dc8c +size 4873283104 diff --git a/PyVision-Image-7B-SFT.i1-Q4_K_M.gguf b/PyVision-Image-7B-SFT.i1-Q4_K_M.gguf new file mode 100644 index 0000000..0cff118 --- /dev/null +++ b/PyVision-Image-7B-SFT.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c4dd5aa43939b5bf573074e63de8b84d937a67513fc3bda4cf799a29f1e49da8 +size 4683073056 diff --git a/PyVision-Image-7B-SFT.i1-Q4_K_S.gguf b/PyVision-Image-7B-SFT.i1-Q4_K_S.gguf new file mode 100644 index 0000000..2c20832 --- /dev/null +++ b/PyVision-Image-7B-SFT.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:818a153b026bee793c49b6ba8b63be6190b577986c6478ea91352b03fa045263 +size 4457768480 diff --git a/PyVision-Image-7B-SFT.i1-Q5_K_M.gguf b/PyVision-Image-7B-SFT.i1-Q5_K_M.gguf new file mode 100644 index 0000000..ae596a6 --- /dev/null +++ b/PyVision-Image-7B-SFT.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a7928272987fa5ac687adaa607173831bf1a61328390b7cfc21be4acb234d644 +size 5444830752 diff --git a/PyVision-Image-7B-SFT.i1-Q5_K_S.gguf b/PyVision-Image-7B-SFT.i1-Q5_K_S.gguf new file mode 100644 index 0000000..2c37a48 --- /dev/null +++ b/PyVision-Image-7B-SFT.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4d6a4ff228f7dc844e2277f1c2415639009e7ba837f5d120e4d8c7a3bf0de01c +size 5315175968 diff --git a/PyVision-Image-7B-SFT.i1-Q6_K.gguf b/PyVision-Image-7B-SFT.i1-Q6_K.gguf new file mode 100644 index 0000000..b98b383 --- /dev/null +++ b/PyVision-Image-7B-SFT.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:adf1c2f3bb1319123c0b5c6b13693bf35a9cdab14bcfa25ca1cd22d791f901a5 +size 6254198304 diff --git a/PyVision-Image-7B-SFT.imatrix.gguf b/PyVision-Image-7B-SFT.imatrix.gguf new file mode 100644 index 0000000..f5d6247 --- /dev/null +++ b/PyVision-Image-7B-SFT.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:97971c93640702441ce7427f8a9db0d61d8eb3e265c258770f67d6719a95719a +size 4560352 diff --git a/README.md b/README.md new file mode 100644 index 0000000..0d82896 --- /dev/null +++ b/README.md @@ -0,0 +1,86 @@ +--- +base_model: Agents-X/PyVision-Image-7B-SFT +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/Agents-X/PyVision-Image-7B-SFT + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#PyVision-Image-7B-SFT-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/PyVision-Image-7B-SFT-GGUF + +**This is a vision model - mmproj files (if any) will be in the [static repository](https://huggingface.co/mradermacher/PyVision-Image-7B-SFT-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/PyVision-Image-7B-SFT-i1-GGUF/resolve/main/PyVision-Image-7B-SFT.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/PyVision-Image-7B-SFT-i1-GGUF/resolve/main/PyVision-Image-7B-SFT.i1-IQ1_S.gguf) | i1-IQ1_S | 2.0 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/PyVision-Image-7B-SFT-i1-GGUF/resolve/main/PyVision-Image-7B-SFT.i1-IQ1_M.gguf) | i1-IQ1_M | 2.1 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/PyVision-Image-7B-SFT-i1-GGUF/resolve/main/PyVision-Image-7B-SFT.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/PyVision-Image-7B-SFT-i1-GGUF/resolve/main/PyVision-Image-7B-SFT.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/PyVision-Image-7B-SFT-i1-GGUF/resolve/main/PyVision-Image-7B-SFT.i1-IQ2_S.gguf) | i1-IQ2_S | 2.7 | | +| [GGUF](https://huggingface.co/mradermacher/PyVision-Image-7B-SFT-i1-GGUF/resolve/main/PyVision-Image-7B-SFT.i1-IQ2_M.gguf) | i1-IQ2_M | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/PyVision-Image-7B-SFT-i1-GGUF/resolve/main/PyVision-Image-7B-SFT.i1-Q2_K_S.gguf) | i1-Q2_K_S | 2.9 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/PyVision-Image-7B-SFT-i1-GGUF/resolve/main/PyVision-Image-7B-SFT.i1-Q2_K.gguf) | i1-Q2_K | 3.1 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/PyVision-Image-7B-SFT-i1-GGUF/resolve/main/PyVision-Image-7B-SFT.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/PyVision-Image-7B-SFT-i1-GGUF/resolve/main/PyVision-Image-7B-SFT.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/PyVision-Image-7B-SFT-i1-GGUF/resolve/main/PyVision-Image-7B-SFT.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.6 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/PyVision-Image-7B-SFT-i1-GGUF/resolve/main/PyVision-Image-7B-SFT.i1-IQ3_S.gguf) | i1-IQ3_S | 3.6 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/PyVision-Image-7B-SFT-i1-GGUF/resolve/main/PyVision-Image-7B-SFT.i1-IQ3_M.gguf) | i1-IQ3_M | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/PyVision-Image-7B-SFT-i1-GGUF/resolve/main/PyVision-Image-7B-SFT.i1-Q3_K_M.gguf) | i1-Q3_K_M | 3.9 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/PyVision-Image-7B-SFT-i1-GGUF/resolve/main/PyVision-Image-7B-SFT.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.2 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/PyVision-Image-7B-SFT-i1-GGUF/resolve/main/PyVision-Image-7B-SFT.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.3 | | +| [GGUF](https://huggingface.co/mradermacher/PyVision-Image-7B-SFT-i1-GGUF/resolve/main/PyVision-Image-7B-SFT.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.5 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/PyVision-Image-7B-SFT-i1-GGUF/resolve/main/PyVision-Image-7B-SFT.i1-Q4_0.gguf) | i1-Q4_0 | 4.5 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/PyVision-Image-7B-SFT-i1-GGUF/resolve/main/PyVision-Image-7B-SFT.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.6 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/PyVision-Image-7B-SFT-i1-GGUF/resolve/main/PyVision-Image-7B-SFT.i1-Q4_K_M.gguf) | i1-Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/PyVision-Image-7B-SFT-i1-GGUF/resolve/main/PyVision-Image-7B-SFT.i1-Q4_1.gguf) | i1-Q4_1 | 5.0 | | +| [GGUF](https://huggingface.co/mradermacher/PyVision-Image-7B-SFT-i1-GGUF/resolve/main/PyVision-Image-7B-SFT.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/PyVision-Image-7B-SFT-i1-GGUF/resolve/main/PyVision-Image-7B-SFT.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/PyVision-Image-7B-SFT-i1-GGUF/resolve/main/PyVision-Image-7B-SFT.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. + +