commit 0e0c3796fb880e78521edb617e7a607acb63cfc7 Author: ModelHub XC Date: Wed May 20 03:51:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..05e3ddc --- /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 +DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ1_M.gguf b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ1_M.gguf new file mode 100644 index 0000000..e9db3b2 --- /dev/null +++ b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:909a0356fb89a966116d013b13d7605a8c8d0c1a577225c87f9d485db76382c0 +size 3872309888 diff --git a/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ1_S.gguf b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ1_S.gguf new file mode 100644 index 0000000..d857fdd --- /dev/null +++ b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:252aa8008379144bd83ae8d2280c996e27d7c61812944b145a8fb6cdcb724e1c +size 3607995008 diff --git a/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ2_M.gguf b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ2_M.gguf new file mode 100644 index 0000000..e950e48 --- /dev/null +++ b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4a526dadc09600d4f7cc6b7b09855bb19c661e8dc961a7d0bc89d8b16abe929b +size 5356147328 diff --git a/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ2_S.gguf b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ2_S.gguf new file mode 100644 index 0000000..c66ecf0 --- /dev/null +++ b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de19412613aca941404169bcbac5e0afaf514130ded19a2a14fc5f0207460bb0 +size 5003727488 diff --git a/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ2_XS.gguf b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ2_XS.gguf new file mode 100644 index 0000000..ba616c4 --- /dev/null +++ b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:df14abe43652d8ea0000492c53de752f58b584bd25b95e2e22e1592ad4b1833c +size 4704576128 diff --git a/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ2_XXS.gguf b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..e393123 --- /dev/null +++ b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:95011613d40c5716401ef887f7cf0eb868276df1f14835efca0ea9a50b16054f +size 4312834688 diff --git a/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ3_M.gguf b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ3_M.gguf new file mode 100644 index 0000000..754ec4b --- /dev/null +++ b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:07d052432192cc2fb492be766019c34338e608340a250893beb43e6671ef1d72 +size 6916539008 diff --git a/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ3_S.gguf b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ3_S.gguf new file mode 100644 index 0000000..47e2671 --- /dev/null +++ b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2d31545983b12976191ed7d8c30ecdfae2631200417e6e3a9819be5928f06f3f +size 6693020288 diff --git a/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ3_XS.gguf b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ3_XS.gguf new file mode 100644 index 0000000..8c22e41 --- /dev/null +++ b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6fe63be1ad2a682f28780eac8ea7534049c952120d7ac7f9f2ee453a4d1f5d3 +size 6383362688 diff --git a/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ3_XXS.gguf b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..c541ff8 --- /dev/null +++ b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0cefb0b754527057508b666aa629e327da44df5c02fa42c188a978ad553f4a06 +size 5946708608 diff --git a/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ4_NL.gguf b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ4_NL.gguf new file mode 100644 index 0000000..47ff709 --- /dev/null +++ b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f7303298236a5af200b172338fd4a36dc1ac51493466ce19e2c15b604804ff7a +size 8549184128 diff --git a/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ4_XS.gguf b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ4_XS.gguf new file mode 100644 index 0000000..5585e2a --- /dev/null +++ b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bdeb1fecdcfaccea57b91142298dd2c8bd6bdd2e6a8e41a4641ee48ddd2f2870 +size 8119841408 diff --git a/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q2_K.gguf b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q2_K.gguf new file mode 100644 index 0000000..2e1ca44 --- /dev/null +++ b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ab2c15ec1799e0dac2a3a816ae1d2074d8793fa1b8fd04410dbec2f0138ca838 +size 5770498688 diff --git a/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q2_K_S.gguf b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q2_K_S.gguf new file mode 100644 index 0000000..532d4a7 --- /dev/null +++ b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c64c4144870025d508e7bc980fb4664b60f63a83402653c12824dddd134da3a9 +size 5397189248 diff --git a/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q3_K_L.gguf b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q3_K_L.gguf new file mode 100644 index 0000000..8889c58 --- /dev/null +++ b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f33619687104b98581dfed16b237c74f9c2ae7fb72d45c8d8a7b10d2d3a5efb8 +size 7924769408 diff --git a/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q3_K_M.gguf b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q3_K_M.gguf new file mode 100644 index 0000000..cc87488 --- /dev/null +++ b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6e87af323689bffafb3f0216d263b6701e2e7a6745d3e4815216bbbce80031a5 +size 7339205248 diff --git a/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q3_K_S.gguf b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q3_K_S.gguf new file mode 100644 index 0000000..a365767 --- /dev/null +++ b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d1e5691ee25cf3b435806e357a9a5a544b18bcff860d7b54d62238b0059f6851 +size 6659596928 diff --git a/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q4_0.gguf b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q4_0.gguf new file mode 100644 index 0000000..a8245d9 --- /dev/null +++ b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6585ea83fe5968a8a9e6aaaa0a2e410b50f352f0a68be80697a1ca84b8d4f19d +size 8544268928 diff --git a/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q4_1.gguf b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q4_1.gguf new file mode 100644 index 0000000..5c8236a --- /dev/null +++ b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:174bdb4ed8906246ef0245407e7509bd852efccb2029a409baa7d3e07b8657db +size 9392140928 diff --git a/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q4_K_M.gguf b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q4_K_M.gguf new file mode 100644 index 0000000..11cce57 --- /dev/null +++ b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc625a2cf6f2681ca617113fc8637ba7c1b05aa74600d1386e9710a087fc762e +size 8988111488 diff --git a/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q4_K_S.gguf b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q4_K_S.gguf new file mode 100644 index 0000000..6ae3b46 --- /dev/null +++ b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d10829301e619afc2437566cae48cc51d15a6c51f64ff8a827de92ae708afb68 +size 8573432448 diff --git a/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q5_K_M.gguf b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q5_K_M.gguf new file mode 100644 index 0000000..731c671 --- /dev/null +++ b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e1ac105b507dc879b53824a7c3529b9ae28b47e5ac62e21d03199a4844fa8882 +size 10508874368 diff --git a/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q5_K_S.gguf b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q5_K_S.gguf new file mode 100644 index 0000000..448a4d9 --- /dev/null +++ b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4001a1472060616040d32019eb2f231cfacd883512edf24f5202a18e5f6e90e8 +size 10266555008 diff --git a/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q6_K.gguf b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q6_K.gguf new file mode 100644 index 0000000..0a4e793 --- /dev/null +++ b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:80955e47f911f19d05cba6c07e68c5494638a46ee1ca5d65d0674fcd0709ff0a +size 12124684928 diff --git a/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.imatrix.gguf b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.imatrix.gguf new file mode 100644 index 0000000..b6f7f20 --- /dev/null +++ b/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f25d453b090c5bb4b1bc3d7d3c181e0ae1fae2eb2819dacb91fdd84c0240cf49 +size 8604128 diff --git a/README.md b/README.md new file mode 100644 index 0000000..c58505d --- /dev/null +++ b/README.md @@ -0,0 +1,90 @@ +--- +base_model: leonMW/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic +datasets: AIML-TUDA/SLR-Bench +language: +- en +library_name: transformers +model_name: DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- generated_from_trainer +- trl +- grpo +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/leonMW/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-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/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF/resolve/main/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF/resolve/main/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ1_S.gguf) | i1-IQ1_S | 3.7 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF/resolve/main/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ1_M.gguf) | i1-IQ1_M | 4.0 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF/resolve/main/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF/resolve/main/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ2_XS.gguf) | i1-IQ2_XS | 4.8 | | +| [GGUF](https://huggingface.co/mradermacher/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF/resolve/main/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ2_S.gguf) | i1-IQ2_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF/resolve/main/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ2_M.gguf) | i1-IQ2_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF/resolve/main/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q2_K_S.gguf) | i1-Q2_K_S | 5.5 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF/resolve/main/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q2_K.gguf) | i1-Q2_K | 5.9 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF/resolve/main/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 6.0 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF/resolve/main/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ3_XS.gguf) | i1-IQ3_XS | 6.5 | | +| [GGUF](https://huggingface.co/mradermacher/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF/resolve/main/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q3_K_S.gguf) | i1-Q3_K_S | 6.8 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF/resolve/main/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ3_S.gguf) | i1-IQ3_S | 6.8 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF/resolve/main/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ3_M.gguf) | i1-IQ3_M | 7.0 | | +| [GGUF](https://huggingface.co/mradermacher/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF/resolve/main/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q3_K_M.gguf) | i1-Q3_K_M | 7.4 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF/resolve/main/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q3_K_L.gguf) | i1-Q3_K_L | 8.0 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF/resolve/main/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ4_XS.gguf) | i1-IQ4_XS | 8.2 | | +| [GGUF](https://huggingface.co/mradermacher/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF/resolve/main/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q4_0.gguf) | i1-Q4_0 | 8.6 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF/resolve/main/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-IQ4_NL.gguf) | i1-IQ4_NL | 8.6 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF/resolve/main/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q4_K_S.gguf) | i1-Q4_K_S | 8.7 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF/resolve/main/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q4_K_M.gguf) | i1-Q4_K_M | 9.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF/resolve/main/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q4_1.gguf) | i1-Q4_1 | 9.5 | | +| [GGUF](https://huggingface.co/mradermacher/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF/resolve/main/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q5_K_S.gguf) | i1-Q5_K_S | 10.4 | | +| [GGUF](https://huggingface.co/mradermacher/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF/resolve/main/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q5_K_M.gguf) | i1-Q5_K_M | 10.6 | | +| [GGUF](https://huggingface.co/mradermacher/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic-i1-GGUF/resolve/main/DeepSeek-R1-Distill-Qwen-14B-GSPO-Basic.i1-Q6_K.gguf) | i1-Q6_K | 12.2 | 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. + +