From 2a40a0a9ff56cb4e920923092916063030b2009c Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Mon, 18 May 2026 07:26:30 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: mradermacher/FluentlyLM-Prinum-abliterated-i1-GGUF Source: Original Platform --- .gitattributes | 58 ++++++++++ FluentlyLM-Prinum-abliterated.i1-IQ1_M.gguf | 3 + FluentlyLM-Prinum-abliterated.i1-IQ1_S.gguf | 3 + FluentlyLM-Prinum-abliterated.i1-IQ2_M.gguf | 3 + FluentlyLM-Prinum-abliterated.i1-IQ2_S.gguf | 3 + FluentlyLM-Prinum-abliterated.i1-IQ2_XS.gguf | 3 + FluentlyLM-Prinum-abliterated.i1-IQ2_XXS.gguf | 3 + FluentlyLM-Prinum-abliterated.i1-IQ3_M.gguf | 3 + FluentlyLM-Prinum-abliterated.i1-IQ3_S.gguf | 3 + FluentlyLM-Prinum-abliterated.i1-IQ3_XS.gguf | 3 + FluentlyLM-Prinum-abliterated.i1-IQ3_XXS.gguf | 3 + FluentlyLM-Prinum-abliterated.i1-IQ4_XS.gguf | 3 + FluentlyLM-Prinum-abliterated.i1-Q2_K.gguf | 3 + FluentlyLM-Prinum-abliterated.i1-Q2_K_S.gguf | 3 + FluentlyLM-Prinum-abliterated.i1-Q3_K_L.gguf | 3 + FluentlyLM-Prinum-abliterated.i1-Q3_K_M.gguf | 3 + FluentlyLM-Prinum-abliterated.i1-Q3_K_S.gguf | 3 + FluentlyLM-Prinum-abliterated.i1-Q4_0.gguf | 3 + FluentlyLM-Prinum-abliterated.i1-Q4_1.gguf | 3 + FluentlyLM-Prinum-abliterated.i1-Q4_K_M.gguf | 3 + FluentlyLM-Prinum-abliterated.i1-Q4_K_S.gguf | 3 + FluentlyLM-Prinum-abliterated.i1-Q5_K_M.gguf | 3 + FluentlyLM-Prinum-abliterated.i1-Q5_K_S.gguf | 3 + FluentlyLM-Prinum-abliterated.i1-Q6_K.gguf | 3 + README.md | 102 ++++++++++++++++++ 25 files changed, 229 insertions(+) create mode 100644 .gitattributes create mode 100644 FluentlyLM-Prinum-abliterated.i1-IQ1_M.gguf create mode 100644 FluentlyLM-Prinum-abliterated.i1-IQ1_S.gguf create mode 100644 FluentlyLM-Prinum-abliterated.i1-IQ2_M.gguf create mode 100644 FluentlyLM-Prinum-abliterated.i1-IQ2_S.gguf create mode 100644 FluentlyLM-Prinum-abliterated.i1-IQ2_XS.gguf create mode 100644 FluentlyLM-Prinum-abliterated.i1-IQ2_XXS.gguf create mode 100644 FluentlyLM-Prinum-abliterated.i1-IQ3_M.gguf create mode 100644 FluentlyLM-Prinum-abliterated.i1-IQ3_S.gguf create mode 100644 FluentlyLM-Prinum-abliterated.i1-IQ3_XS.gguf create mode 100644 FluentlyLM-Prinum-abliterated.i1-IQ3_XXS.gguf create mode 100644 FluentlyLM-Prinum-abliterated.i1-IQ4_XS.gguf create mode 100644 FluentlyLM-Prinum-abliterated.i1-Q2_K.gguf create mode 100644 FluentlyLM-Prinum-abliterated.i1-Q2_K_S.gguf create mode 100644 FluentlyLM-Prinum-abliterated.i1-Q3_K_L.gguf create mode 100644 FluentlyLM-Prinum-abliterated.i1-Q3_K_M.gguf create mode 100644 FluentlyLM-Prinum-abliterated.i1-Q3_K_S.gguf create mode 100644 FluentlyLM-Prinum-abliterated.i1-Q4_0.gguf create mode 100644 FluentlyLM-Prinum-abliterated.i1-Q4_1.gguf create mode 100644 FluentlyLM-Prinum-abliterated.i1-Q4_K_M.gguf create mode 100644 FluentlyLM-Prinum-abliterated.i1-Q4_K_S.gguf create mode 100644 FluentlyLM-Prinum-abliterated.i1-Q5_K_M.gguf create mode 100644 FluentlyLM-Prinum-abliterated.i1-Q5_K_S.gguf create mode 100644 FluentlyLM-Prinum-abliterated.i1-Q6_K.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..ee1f916 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,58 @@ +*.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 +FluentlyLM-Prinum-abliterated.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +FluentlyLM-Prinum-abliterated.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +FluentlyLM-Prinum-abliterated.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +FluentlyLM-Prinum-abliterated.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +FluentlyLM-Prinum-abliterated.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +FluentlyLM-Prinum-abliterated.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +FluentlyLM-Prinum-abliterated.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +FluentlyLM-Prinum-abliterated.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +FluentlyLM-Prinum-abliterated.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +FluentlyLM-Prinum-abliterated.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +FluentlyLM-Prinum-abliterated.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +FluentlyLM-Prinum-abliterated.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +FluentlyLM-Prinum-abliterated.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +FluentlyLM-Prinum-abliterated.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +FluentlyLM-Prinum-abliterated.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +FluentlyLM-Prinum-abliterated.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +FluentlyLM-Prinum-abliterated.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +FluentlyLM-Prinum-abliterated.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +FluentlyLM-Prinum-abliterated.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +FluentlyLM-Prinum-abliterated.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +FluentlyLM-Prinum-abliterated.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +FluentlyLM-Prinum-abliterated.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +FluentlyLM-Prinum-abliterated.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/FluentlyLM-Prinum-abliterated.i1-IQ1_M.gguf b/FluentlyLM-Prinum-abliterated.i1-IQ1_M.gguf new file mode 100644 index 0000000..9aaf7a4 --- /dev/null +++ b/FluentlyLM-Prinum-abliterated.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:af7e9799e541aa9c9a8c5e0366fa6c73d33f2ee7f5b462004be84445c9aa5716 +size 7932162336 diff --git a/FluentlyLM-Prinum-abliterated.i1-IQ1_S.gguf b/FluentlyLM-Prinum-abliterated.i1-IQ1_S.gguf new file mode 100644 index 0000000..4152514 --- /dev/null +++ b/FluentlyLM-Prinum-abliterated.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:50335c7363eb86fd17445ad86ccd3d11ffe316aea10e1bee6e32d84b7c795335 +size 7274508576 diff --git a/FluentlyLM-Prinum-abliterated.i1-IQ2_M.gguf b/FluentlyLM-Prinum-abliterated.i1-IQ2_M.gguf new file mode 100644 index 0000000..b40e3b9 --- /dev/null +++ b/FluentlyLM-Prinum-abliterated.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cdd8728fb3278be21db93a22872ff18538a9f994da0374dcf3a22f6058e68e42 +size 11264442656 diff --git a/FluentlyLM-Prinum-abliterated.i1-IQ2_S.gguf b/FluentlyLM-Prinum-abliterated.i1-IQ2_S.gguf new file mode 100644 index 0000000..1d9b09e --- /dev/null +++ b/FluentlyLM-Prinum-abliterated.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b7b517c610d63cbe5fcf545277ea1707a54e92aa092539b3e0a0366e38f226b6 +size 10387570976 diff --git a/FluentlyLM-Prinum-abliterated.i1-IQ2_XS.gguf b/FluentlyLM-Prinum-abliterated.i1-IQ2_XS.gguf new file mode 100644 index 0000000..566c237 --- /dev/null +++ b/FluentlyLM-Prinum-abliterated.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:82c4dc1098796239ce263511fa1fcde4f87059e5f7b1217eb51729bd23537438 +size 9957552416 diff --git a/FluentlyLM-Prinum-abliterated.i1-IQ2_XXS.gguf b/FluentlyLM-Prinum-abliterated.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..798d5a7 --- /dev/null +++ b/FluentlyLM-Prinum-abliterated.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:21520b92120f3ea1f52ac432a9a1b7a29bdf9683d92e74fadadad758332b1c0a +size 9028251936 diff --git a/FluentlyLM-Prinum-abliterated.i1-IQ3_M.gguf b/FluentlyLM-Prinum-abliterated.i1-IQ3_M.gguf new file mode 100644 index 0000000..edc827e --- /dev/null +++ b/FluentlyLM-Prinum-abliterated.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:60e8b51c5730911c3a30ed619c50b47daabc67606fc00231f03cd3ff9b88dd85 +size 14810124576 diff --git a/FluentlyLM-Prinum-abliterated.i1-IQ3_S.gguf b/FluentlyLM-Prinum-abliterated.i1-IQ3_S.gguf new file mode 100644 index 0000000..5cd23ff --- /dev/null +++ b/FluentlyLM-Prinum-abliterated.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71802e318f5deeeec3bc7880b5aa6027884cd74bd02b5fa9be6e9f0b981eda16 +size 14436897056 diff --git a/FluentlyLM-Prinum-abliterated.i1-IQ3_XS.gguf b/FluentlyLM-Prinum-abliterated.i1-IQ3_XS.gguf new file mode 100644 index 0000000..826a968 --- /dev/null +++ b/FluentlyLM-Prinum-abliterated.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa9b2b77bec62cb591476e2e316676910000eb9a47b212bb8b679d0302b8ccfe +size 13705515296 diff --git a/FluentlyLM-Prinum-abliterated.i1-IQ3_XXS.gguf b/FluentlyLM-Prinum-abliterated.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..c81fb6e --- /dev/null +++ b/FluentlyLM-Prinum-abliterated.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:54d0f3a282b683186c7a80c4110a5b832cf51c19874cfed88653cd18cb8762ac +size 12839272736 diff --git a/FluentlyLM-Prinum-abliterated.i1-IQ4_XS.gguf b/FluentlyLM-Prinum-abliterated.i1-IQ4_XS.gguf new file mode 100644 index 0000000..f6da2ad --- /dev/null +++ b/FluentlyLM-Prinum-abliterated.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4eab873032afa37a54eeacb57a2791845ea2a2114d41f714f9aaa22b3223ec06 +size 17693155616 diff --git a/FluentlyLM-Prinum-abliterated.i1-Q2_K.gguf b/FluentlyLM-Prinum-abliterated.i1-Q2_K.gguf new file mode 100644 index 0000000..c019705 --- /dev/null +++ b/FluentlyLM-Prinum-abliterated.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:943cf59e8e8e9a7afd735ed6f4ce114bcec8312252be6c4d89a25ac45b48ee03 +size 12313100576 diff --git a/FluentlyLM-Prinum-abliterated.i1-Q2_K_S.gguf b/FluentlyLM-Prinum-abliterated.i1-Q2_K_S.gguf new file mode 100644 index 0000000..03d9f5d --- /dev/null +++ b/FluentlyLM-Prinum-abliterated.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ba6ef7611f9a76d33622e1ae022c953be11ef836f3925ed72b970c662b9498b6 +size 11488002336 diff --git a/FluentlyLM-Prinum-abliterated.i1-Q3_K_L.gguf b/FluentlyLM-Prinum-abliterated.i1-Q3_K_L.gguf new file mode 100644 index 0000000..69bd26a --- /dev/null +++ b/FluentlyLM-Prinum-abliterated.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e82852ed40ff3433d777f1fde68c044f0beaccbcb653bda0969777c74919af4b +size 17247080736 diff --git a/FluentlyLM-Prinum-abliterated.i1-Q3_K_M.gguf b/FluentlyLM-Prinum-abliterated.i1-Q3_K_M.gguf new file mode 100644 index 0000000..c8acca6 --- /dev/null +++ b/FluentlyLM-Prinum-abliterated.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:63a59335d2784b719c39dfae08715d4db5de7ab1a6ed005d687eea1b24c7bc04 +size 15935050016 diff --git a/FluentlyLM-Prinum-abliterated.i1-Q3_K_S.gguf b/FluentlyLM-Prinum-abliterated.i1-Q3_K_S.gguf new file mode 100644 index 0000000..c4f93ce --- /dev/null +++ b/FluentlyLM-Prinum-abliterated.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b4b18f380924b1e0c5d0c3d1baa23be7864cb3c51e53172b309692b0d6d9db9 +size 14392332576 diff --git a/FluentlyLM-Prinum-abliterated.i1-Q4_0.gguf b/FluentlyLM-Prinum-abliterated.i1-Q4_0.gguf new file mode 100644 index 0000000..02885d8 --- /dev/null +++ b/FluentlyLM-Prinum-abliterated.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ccf28c44fb6cb19514d43db0b3bca1b580376af37e2d58d7acaefb4006ac3e96 +size 18711011616 diff --git a/FluentlyLM-Prinum-abliterated.i1-Q4_1.gguf b/FluentlyLM-Prinum-abliterated.i1-Q4_1.gguf new file mode 100644 index 0000000..4ef480a --- /dev/null +++ b/FluentlyLM-Prinum-abliterated.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c79d0e8baf9c28c57e1d96bcee0790174b1b8b90e81c5cfff31fcb98c67abbf8 +size 20639244576 diff --git a/FluentlyLM-Prinum-abliterated.i1-Q4_K_M.gguf b/FluentlyLM-Prinum-abliterated.i1-Q4_K_M.gguf new file mode 100644 index 0000000..8c739f9 --- /dev/null +++ b/FluentlyLM-Prinum-abliterated.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0a59ab398480549e16635f36a12c5f69701a746584542c78d821321e0b6a509 +size 19851338016 diff --git a/FluentlyLM-Prinum-abliterated.i1-Q4_K_S.gguf b/FluentlyLM-Prinum-abliterated.i1-Q4_K_S.gguf new file mode 100644 index 0000000..5656973 --- /dev/null +++ b/FluentlyLM-Prinum-abliterated.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:70c8fc1500868c3b62c0d8e14614aa728897096d0655af55c079eb4b01ff86f0 +size 18784411936 diff --git a/FluentlyLM-Prinum-abliterated.i1-Q5_K_M.gguf b/FluentlyLM-Prinum-abliterated.i1-Q5_K_M.gguf new file mode 100644 index 0000000..f6845c0 --- /dev/null +++ b/FluentlyLM-Prinum-abliterated.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e68b446cf7249a4bcd55921bd8050ac76a007c68a42e801821aed4bb073143af +size 23262159136 diff --git a/FluentlyLM-Prinum-abliterated.i1-Q5_K_S.gguf b/FluentlyLM-Prinum-abliterated.i1-Q5_K_S.gguf new file mode 100644 index 0000000..06f79c0 --- /dev/null +++ b/FluentlyLM-Prinum-abliterated.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1dd1ba76ef247100f8d45c2b9e213777caa2ccb95ef7319c8a5b06aa14d71ccf +size 22638256416 diff --git a/FluentlyLM-Prinum-abliterated.i1-Q6_K.gguf b/FluentlyLM-Prinum-abliterated.i1-Q6_K.gguf new file mode 100644 index 0000000..41ee30b --- /dev/null +++ b/FluentlyLM-Prinum-abliterated.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:37beb8f024c99222f60de371cd27c975ce1ff180a7f736f199f228bf3e04487c +size 26886156576 diff --git a/README.md b/README.md new file mode 100644 index 0000000..fb6f031 --- /dev/null +++ b/README.md @@ -0,0 +1,102 @@ +--- +base_model: huihui-ai/FluentlyLM-Prinum-abliterated +datasets: +- fluently-sets/ultraset +- fluently-sets/ultrathink +- fluently-sets/reasoning-1-1k +- fluently-sets/MATH-500-Overall +language: +- en +- fr +- es +- ru +- zh +- ja +- fa +- code +library_name: transformers +license: mit +quantized_by: mradermacher +tags: +- abliterated +- uncensored +- fluently-lm +- fluently +- prinum +- instruct +- trained +- math +- roleplay +- reasoning +- axolotl +- unsloth +- argilla +- qwen2 +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/huihui-ai/FluentlyLM-Prinum-abliterated + + +static quants are available at https://huggingface.co/mradermacher/FluentlyLM-Prinum-abliterated-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/FluentlyLM-Prinum-abliterated-i1-GGUF/resolve/main/FluentlyLM-Prinum-abliterated.i1-IQ1_S.gguf) | i1-IQ1_S | 7.4 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/FluentlyLM-Prinum-abliterated-i1-GGUF/resolve/main/FluentlyLM-Prinum-abliterated.i1-IQ1_M.gguf) | i1-IQ1_M | 8.0 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/FluentlyLM-Prinum-abliterated-i1-GGUF/resolve/main/FluentlyLM-Prinum-abliterated.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 9.1 | | +| [GGUF](https://huggingface.co/mradermacher/FluentlyLM-Prinum-abliterated-i1-GGUF/resolve/main/FluentlyLM-Prinum-abliterated.i1-IQ2_XS.gguf) | i1-IQ2_XS | 10.1 | | +| [GGUF](https://huggingface.co/mradermacher/FluentlyLM-Prinum-abliterated-i1-GGUF/resolve/main/FluentlyLM-Prinum-abliterated.i1-IQ2_S.gguf) | i1-IQ2_S | 10.5 | | +| [GGUF](https://huggingface.co/mradermacher/FluentlyLM-Prinum-abliterated-i1-GGUF/resolve/main/FluentlyLM-Prinum-abliterated.i1-IQ2_M.gguf) | i1-IQ2_M | 11.4 | | +| [GGUF](https://huggingface.co/mradermacher/FluentlyLM-Prinum-abliterated-i1-GGUF/resolve/main/FluentlyLM-Prinum-abliterated.i1-Q2_K_S.gguf) | i1-Q2_K_S | 11.6 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/FluentlyLM-Prinum-abliterated-i1-GGUF/resolve/main/FluentlyLM-Prinum-abliterated.i1-Q2_K.gguf) | i1-Q2_K | 12.4 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/FluentlyLM-Prinum-abliterated-i1-GGUF/resolve/main/FluentlyLM-Prinum-abliterated.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 12.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/FluentlyLM-Prinum-abliterated-i1-GGUF/resolve/main/FluentlyLM-Prinum-abliterated.i1-IQ3_XS.gguf) | i1-IQ3_XS | 13.8 | | +| [GGUF](https://huggingface.co/mradermacher/FluentlyLM-Prinum-abliterated-i1-GGUF/resolve/main/FluentlyLM-Prinum-abliterated.i1-Q3_K_S.gguf) | i1-Q3_K_S | 14.5 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/FluentlyLM-Prinum-abliterated-i1-GGUF/resolve/main/FluentlyLM-Prinum-abliterated.i1-IQ3_S.gguf) | i1-IQ3_S | 14.5 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/FluentlyLM-Prinum-abliterated-i1-GGUF/resolve/main/FluentlyLM-Prinum-abliterated.i1-IQ3_M.gguf) | i1-IQ3_M | 14.9 | | +| [GGUF](https://huggingface.co/mradermacher/FluentlyLM-Prinum-abliterated-i1-GGUF/resolve/main/FluentlyLM-Prinum-abliterated.i1-Q3_K_M.gguf) | i1-Q3_K_M | 16.0 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/FluentlyLM-Prinum-abliterated-i1-GGUF/resolve/main/FluentlyLM-Prinum-abliterated.i1-Q3_K_L.gguf) | i1-Q3_K_L | 17.3 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/FluentlyLM-Prinum-abliterated-i1-GGUF/resolve/main/FluentlyLM-Prinum-abliterated.i1-IQ4_XS.gguf) | i1-IQ4_XS | 17.8 | | +| [GGUF](https://huggingface.co/mradermacher/FluentlyLM-Prinum-abliterated-i1-GGUF/resolve/main/FluentlyLM-Prinum-abliterated.i1-Q4_0.gguf) | i1-Q4_0 | 18.8 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/FluentlyLM-Prinum-abliterated-i1-GGUF/resolve/main/FluentlyLM-Prinum-abliterated.i1-Q4_K_S.gguf) | i1-Q4_K_S | 18.9 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/FluentlyLM-Prinum-abliterated-i1-GGUF/resolve/main/FluentlyLM-Prinum-abliterated.i1-Q4_K_M.gguf) | i1-Q4_K_M | 20.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/FluentlyLM-Prinum-abliterated-i1-GGUF/resolve/main/FluentlyLM-Prinum-abliterated.i1-Q4_1.gguf) | i1-Q4_1 | 20.7 | | +| [GGUF](https://huggingface.co/mradermacher/FluentlyLM-Prinum-abliterated-i1-GGUF/resolve/main/FluentlyLM-Prinum-abliterated.i1-Q5_K_S.gguf) | i1-Q5_K_S | 22.7 | | +| [GGUF](https://huggingface.co/mradermacher/FluentlyLM-Prinum-abliterated-i1-GGUF/resolve/main/FluentlyLM-Prinum-abliterated.i1-Q5_K_M.gguf) | i1-Q5_K_M | 23.4 | | +| [GGUF](https://huggingface.co/mradermacher/FluentlyLM-Prinum-abliterated-i1-GGUF/resolve/main/FluentlyLM-Prinum-abliterated.i1-Q6_K.gguf) | i1-Q6_K | 27.0 | 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. + +