commit c69feec8dc8691f5f23864382e7b85b3f5d782d8 Author: ModelHub XC Date: Fri May 8 19:15:30 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/AgentDoG-FG-Qwen3-4B-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..8ee69f1 --- /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 +AgentDoG-FG-Qwen3-4B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +AgentDoG-FG-Qwen3-4B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +AgentDoG-FG-Qwen3-4B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +AgentDoG-FG-Qwen3-4B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +AgentDoG-FG-Qwen3-4B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +AgentDoG-FG-Qwen3-4B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +AgentDoG-FG-Qwen3-4B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +AgentDoG-FG-Qwen3-4B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +AgentDoG-FG-Qwen3-4B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +AgentDoG-FG-Qwen3-4B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +AgentDoG-FG-Qwen3-4B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +AgentDoG-FG-Qwen3-4B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +AgentDoG-FG-Qwen3-4B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +AgentDoG-FG-Qwen3-4B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +AgentDoG-FG-Qwen3-4B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +AgentDoG-FG-Qwen3-4B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +AgentDoG-FG-Qwen3-4B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +AgentDoG-FG-Qwen3-4B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +AgentDoG-FG-Qwen3-4B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +AgentDoG-FG-Qwen3-4B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +AgentDoG-FG-Qwen3-4B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +AgentDoG-FG-Qwen3-4B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +AgentDoG-FG-Qwen3-4B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +AgentDoG-FG-Qwen3-4B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +AgentDoG-FG-Qwen3-4B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/AgentDoG-FG-Qwen3-4B.i1-IQ1_M.gguf b/AgentDoG-FG-Qwen3-4B.i1-IQ1_M.gguf new file mode 100644 index 0000000..7f64f0a --- /dev/null +++ b/AgentDoG-FG-Qwen3-4B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9de3efa21db418ba70d9166a621c2c605d0a558c6d7a5ec1e3e0e79ecd30374f +size 1254643232 diff --git a/AgentDoG-FG-Qwen3-4B.i1-IQ1_S.gguf b/AgentDoG-FG-Qwen3-4B.i1-IQ1_S.gguf new file mode 100644 index 0000000..4eca22b --- /dev/null +++ b/AgentDoG-FG-Qwen3-4B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2d20af23a9167d8b67aa886240af0c58986f0df9e7f447e0d30936d955ec5eb6 +size 1182881312 diff --git a/AgentDoG-FG-Qwen3-4B.i1-IQ2_M.gguf b/AgentDoG-FG-Qwen3-4B.i1-IQ2_M.gguf new file mode 100644 index 0000000..a0b291b --- /dev/null +++ b/AgentDoG-FG-Qwen3-4B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef5350c155dbd77955396f2042615d4e3f556ac73ec8c21db4486fdc02b200f5 +size 1680112672 diff --git a/AgentDoG-FG-Qwen3-4B.i1-IQ2_S.gguf b/AgentDoG-FG-Qwen3-4B.i1-IQ2_S.gguf new file mode 100644 index 0000000..c558990 --- /dev/null +++ b/AgentDoG-FG-Qwen3-4B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a9c2ce259aa884b1b8df3c1378e75f2da889d4d53b8860aefcb5697194a7aa0d +size 1584430112 diff --git a/AgentDoG-FG-Qwen3-4B.i1-IQ2_XS.gguf b/AgentDoG-FG-Qwen3-4B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..2d41351 --- /dev/null +++ b/AgentDoG-FG-Qwen3-4B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:72dfef3f02153bb882ca3fb994bc29752adc8bef3bc770ee78601cfb273e5752 +size 1481725472 diff --git a/AgentDoG-FG-Qwen3-4B.i1-IQ2_XXS.gguf b/AgentDoG-FG-Qwen3-4B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..a22a880 --- /dev/null +++ b/AgentDoG-FG-Qwen3-4B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7b9b49465dfd7124efa2179b493cd5e8bb0e9e2a815295990fe4fea5d54242f6 +size 1374246432 diff --git a/AgentDoG-FG-Qwen3-4B.i1-IQ3_M.gguf b/AgentDoG-FG-Qwen3-4B.i1-IQ3_M.gguf new file mode 100644 index 0000000..d4dc395 --- /dev/null +++ b/AgentDoG-FG-Qwen3-4B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ebc29f7ed7b2328135abe5bb90fefa1368e18c619616e9837c6eed58637e771a +size 2130024992 diff --git a/AgentDoG-FG-Qwen3-4B.i1-IQ3_S.gguf b/AgentDoG-FG-Qwen3-4B.i1-IQ3_S.gguf new file mode 100644 index 0000000..e12a159 --- /dev/null +++ b/AgentDoG-FG-Qwen3-4B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:54d0219fd11a73bf81f0b28aaa5a0984644afc0e96e43e5551b0835623446c90 +size 2066659872 diff --git a/AgentDoG-FG-Qwen3-4B.i1-IQ3_XS.gguf b/AgentDoG-FG-Qwen3-4B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..42f4fb6 --- /dev/null +++ b/AgentDoG-FG-Qwen3-4B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:82b18c2a99cd4ca5a416e6863e6e45b8506e84e3b6c57f4f3cf49db8526e6bb3 +size 1981504032 diff --git a/AgentDoG-FG-Qwen3-4B.i1-IQ3_XXS.gguf b/AgentDoG-FG-Qwen3-4B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..8c78015 --- /dev/null +++ b/AgentDoG-FG-Qwen3-4B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7c32733144f1f28ba285507925f8f5b06af6b814a299c11b6f32e0e80fb51a26 +size 1837317152 diff --git a/AgentDoG-FG-Qwen3-4B.i1-IQ4_NL.gguf b/AgentDoG-FG-Qwen3-4B.i1-IQ4_NL.gguf new file mode 100644 index 0000000..a727734 --- /dev/null +++ b/AgentDoG-FG-Qwen3-4B.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2e4ecaedab83e649bb8acc7fa029c75c679aa08c71c69e7a6797d82f492c36c2 +size 2600130592 diff --git a/AgentDoG-FG-Qwen3-4B.i1-IQ4_XS.gguf b/AgentDoG-FG-Qwen3-4B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..ee68ba6 --- /dev/null +++ b/AgentDoG-FG-Qwen3-4B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2eae36f675421b24f57541324f9f7426df5714adc7e07018f7bf58c779364b3f +size 2477383712 diff --git a/AgentDoG-FG-Qwen3-4B.i1-Q2_K.gguf b/AgentDoG-FG-Qwen3-4B.i1-Q2_K.gguf new file mode 100644 index 0000000..a614668 --- /dev/null +++ b/AgentDoG-FG-Qwen3-4B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b3372a21ac4a4c3f16a72a6df51f5f2d5f70a0cbe7c2db6f1c2fe62c4875af4f +size 1797125152 diff --git a/AgentDoG-FG-Qwen3-4B.i1-Q2_K_S.gguf b/AgentDoG-FG-Qwen3-4B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..ab3a7cf --- /dev/null +++ b/AgentDoG-FG-Qwen3-4B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e4af548e637ac1b687467f6279fd1e258129493fae0452280f1915d3bc25c271 +size 1691079712 diff --git a/AgentDoG-FG-Qwen3-4B.i1-Q3_K_L.gguf b/AgentDoG-FG-Qwen3-4B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..20498a3 --- /dev/null +++ b/AgentDoG-FG-Qwen3-4B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bb596966a2aa889b86c261f2e081fff9b7a8610ec0c3513586970938bb4eaa2f +size 2406914592 diff --git a/AgentDoG-FG-Qwen3-4B.i1-Q3_K_M.gguf b/AgentDoG-FG-Qwen3-4B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..1d9cbb4 --- /dev/null +++ b/AgentDoG-FG-Qwen3-4B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:66b8d2139b1fd4c2a02dc4de5b8f4d5de9351ccf1160bf4c9c5d35d5702d02a8 +size 2242746912 diff --git a/AgentDoG-FG-Qwen3-4B.i1-Q3_K_S.gguf b/AgentDoG-FG-Qwen3-4B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..3ce8ad1 --- /dev/null +++ b/AgentDoG-FG-Qwen3-4B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a7675f3046d5f255943fe888c3665b2103acdb4aec166cc9b2cb2863518026d3 +size 2054126112 diff --git a/AgentDoG-FG-Qwen3-4B.i1-Q4_0.gguf b/AgentDoG-FG-Qwen3-4B.i1-Q4_0.gguf new file mode 100644 index 0000000..479c9ea --- /dev/null +++ b/AgentDoG-FG-Qwen3-4B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:006d7ebb35c29372888ba303b49eec91cc9285cb3c3cae1e3c1c5baee019bfc0 +size 2594560032 diff --git a/AgentDoG-FG-Qwen3-4B.i1-Q4_1.gguf b/AgentDoG-FG-Qwen3-4B.i1-Q4_1.gguf new file mode 100644 index 0000000..9290b9b --- /dev/null +++ b/AgentDoG-FG-Qwen3-4B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6db7f67c7db0f6361b6a18f9ca670ff3b1dbaccc8eab26e9432752532ba91c0e +size 2839726112 diff --git a/AgentDoG-FG-Qwen3-4B.i1-Q4_K_M.gguf b/AgentDoG-FG-Qwen3-4B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..089faf9 --- /dev/null +++ b/AgentDoG-FG-Qwen3-4B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:29e995d0e642fe82ff1c22f79ed88d71b367162224f1d6d2be58d28a2e69c286 +size 2716067872 diff --git a/AgentDoG-FG-Qwen3-4B.i1-Q4_K_S.gguf b/AgentDoG-FG-Qwen3-4B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..7d1bdee --- /dev/null +++ b/AgentDoG-FG-Qwen3-4B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:721c4be59f0cd04b8dfd5c4b1d46613f3f00390b84cc44345b70a3e53e4f7988 +size 2602096672 diff --git a/AgentDoG-FG-Qwen3-4B.i1-Q5_K_M.gguf b/AgentDoG-FG-Qwen3-4B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..db20ae7 --- /dev/null +++ b/AgentDoG-FG-Qwen3-4B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da9a7c3b38c300bd1a7d4ed84ca3daef98e376407df2ca7fad48e7ab643c4ea4 +size 3156920352 diff --git a/AgentDoG-FG-Qwen3-4B.i1-Q5_K_S.gguf b/AgentDoG-FG-Qwen3-4B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..38b0d12 --- /dev/null +++ b/AgentDoG-FG-Qwen3-4B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:38c148da97430d6642d31ea2af2b127188724f2a6e8768b6ee2cfe8dbffef947 +size 3091118112 diff --git a/AgentDoG-FG-Qwen3-4B.i1-Q6_K.gguf b/AgentDoG-FG-Qwen3-4B.i1-Q6_K.gguf new file mode 100644 index 0000000..e94b68e --- /dev/null +++ b/AgentDoG-FG-Qwen3-4B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec6bf31626d91f2589a577a315286b2b1c75e5d3268456f3c07471a0f3c0124a +size 3625326112 diff --git a/AgentDoG-FG-Qwen3-4B.imatrix.gguf b/AgentDoG-FG-Qwen3-4B.imatrix.gguf new file mode 100644 index 0000000..becb71d --- /dev/null +++ b/AgentDoG-FG-Qwen3-4B.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5790f0d9ba7e7bea539b4e70d4451ac382e0246ac3d0f053242ff9f39a62d9ce +size 3872640 diff --git a/README.md b/README.md new file mode 100644 index 0000000..3d8d527 --- /dev/null +++ b/README.md @@ -0,0 +1,89 @@ +--- +base_model: AI45Research/AgentDoG-FG-Qwen3-4B +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- agent +- safety +- security +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/AI45Research/AgentDoG-FG-Qwen3-4B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#AgentDoG-FG-Qwen3-4B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/AgentDoG-FG-Qwen3-4B-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/AgentDoG-FG-Qwen3-4B-i1-GGUF/resolve/main/AgentDoG-FG-Qwen3-4B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/AgentDoG-FG-Qwen3-4B-i1-GGUF/resolve/main/AgentDoG-FG-Qwen3-4B.i1-IQ1_S.gguf) | i1-IQ1_S | 1.3 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/AgentDoG-FG-Qwen3-4B-i1-GGUF/resolve/main/AgentDoG-FG-Qwen3-4B.i1-IQ1_M.gguf) | i1-IQ1_M | 1.4 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/AgentDoG-FG-Qwen3-4B-i1-GGUF/resolve/main/AgentDoG-FG-Qwen3-4B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/AgentDoG-FG-Qwen3-4B-i1-GGUF/resolve/main/AgentDoG-FG-Qwen3-4B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/AgentDoG-FG-Qwen3-4B-i1-GGUF/resolve/main/AgentDoG-FG-Qwen3-4B.i1-IQ2_S.gguf) | i1-IQ2_S | 1.7 | | +| [GGUF](https://huggingface.co/mradermacher/AgentDoG-FG-Qwen3-4B-i1-GGUF/resolve/main/AgentDoG-FG-Qwen3-4B.i1-IQ2_M.gguf) | i1-IQ2_M | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/AgentDoG-FG-Qwen3-4B-i1-GGUF/resolve/main/AgentDoG-FG-Qwen3-4B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 1.8 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/AgentDoG-FG-Qwen3-4B-i1-GGUF/resolve/main/AgentDoG-FG-Qwen3-4B.i1-Q2_K.gguf) | i1-Q2_K | 1.9 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/AgentDoG-FG-Qwen3-4B-i1-GGUF/resolve/main/AgentDoG-FG-Qwen3-4B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 1.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/AgentDoG-FG-Qwen3-4B-i1-GGUF/resolve/main/AgentDoG-FG-Qwen3-4B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 2.1 | | +| [GGUF](https://huggingface.co/mradermacher/AgentDoG-FG-Qwen3-4B-i1-GGUF/resolve/main/AgentDoG-FG-Qwen3-4B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 2.2 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/AgentDoG-FG-Qwen3-4B-i1-GGUF/resolve/main/AgentDoG-FG-Qwen3-4B.i1-IQ3_S.gguf) | i1-IQ3_S | 2.2 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/AgentDoG-FG-Qwen3-4B-i1-GGUF/resolve/main/AgentDoG-FG-Qwen3-4B.i1-IQ3_M.gguf) | i1-IQ3_M | 2.2 | | +| [GGUF](https://huggingface.co/mradermacher/AgentDoG-FG-Qwen3-4B-i1-GGUF/resolve/main/AgentDoG-FG-Qwen3-4B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 2.3 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/AgentDoG-FG-Qwen3-4B-i1-GGUF/resolve/main/AgentDoG-FG-Qwen3-4B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 2.5 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/AgentDoG-FG-Qwen3-4B-i1-GGUF/resolve/main/AgentDoG-FG-Qwen3-4B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/AgentDoG-FG-Qwen3-4B-i1-GGUF/resolve/main/AgentDoG-FG-Qwen3-4B.i1-Q4_0.gguf) | i1-Q4_0 | 2.7 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/AgentDoG-FG-Qwen3-4B-i1-GGUF/resolve/main/AgentDoG-FG-Qwen3-4B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 2.7 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/AgentDoG-FG-Qwen3-4B-i1-GGUF/resolve/main/AgentDoG-FG-Qwen3-4B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 2.7 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/AgentDoG-FG-Qwen3-4B-i1-GGUF/resolve/main/AgentDoG-FG-Qwen3-4B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 2.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/AgentDoG-FG-Qwen3-4B-i1-GGUF/resolve/main/AgentDoG-FG-Qwen3-4B.i1-Q4_1.gguf) | i1-Q4_1 | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/AgentDoG-FG-Qwen3-4B-i1-GGUF/resolve/main/AgentDoG-FG-Qwen3-4B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 3.2 | | +| [GGUF](https://huggingface.co/mradermacher/AgentDoG-FG-Qwen3-4B-i1-GGUF/resolve/main/AgentDoG-FG-Qwen3-4B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/AgentDoG-FG-Qwen3-4B-i1-GGUF/resolve/main/AgentDoG-FG-Qwen3-4B.i1-Q6_K.gguf) | i1-Q6_K | 3.7 | 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. + +