commit 1665838a4f9ecda6c4aac374a9541746c3bd2dc0 Author: ModelHub XC Date: Fri Jun 5 01:30:17 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/OctoThinker-8B-Short-Base-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..2b69b63 --- /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 +OctoThinker-8B-Short-Base.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +OctoThinker-8B-Short-Base.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +OctoThinker-8B-Short-Base.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +OctoThinker-8B-Short-Base.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +OctoThinker-8B-Short-Base.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +OctoThinker-8B-Short-Base.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +OctoThinker-8B-Short-Base.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +OctoThinker-8B-Short-Base.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +OctoThinker-8B-Short-Base.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +OctoThinker-8B-Short-Base.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +OctoThinker-8B-Short-Base.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +OctoThinker-8B-Short-Base.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +OctoThinker-8B-Short-Base.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +OctoThinker-8B-Short-Base.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +OctoThinker-8B-Short-Base.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +OctoThinker-8B-Short-Base.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +OctoThinker-8B-Short-Base.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +OctoThinker-8B-Short-Base.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +OctoThinker-8B-Short-Base.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +OctoThinker-8B-Short-Base.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +OctoThinker-8B-Short-Base.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +OctoThinker-8B-Short-Base.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +OctoThinker-8B-Short-Base.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +OctoThinker-8B-Short-Base.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +OctoThinker-8B-Short-Base.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/OctoThinker-8B-Short-Base.i1-IQ1_M.gguf b/OctoThinker-8B-Short-Base.i1-IQ1_M.gguf new file mode 100644 index 0000000..eb92899 --- /dev/null +++ b/OctoThinker-8B-Short-Base.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b24c88260a2a95b9f6c9548fbd09b3e6bd56b118addef30ab2083dd8c0ded5c0 +size 2161973248 diff --git a/OctoThinker-8B-Short-Base.i1-IQ1_S.gguf b/OctoThinker-8B-Short-Base.i1-IQ1_S.gguf new file mode 100644 index 0000000..b9d7f34 --- /dev/null +++ b/OctoThinker-8B-Short-Base.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:06663750aaa9dfb44a68c65f5a08c1601fdce770780fb5d1b80a85cd572e4c8f +size 2019629056 diff --git a/OctoThinker-8B-Short-Base.i1-IQ2_M.gguf b/OctoThinker-8B-Short-Base.i1-IQ2_M.gguf new file mode 100644 index 0000000..ae61cd1 --- /dev/null +++ b/OctoThinker-8B-Short-Base.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b44e4ee7f64a6ce3b062d57a7621923ac68212c458e746b452f75242df4c901c +size 2948282368 diff --git a/OctoThinker-8B-Short-Base.i1-IQ2_S.gguf b/OctoThinker-8B-Short-Base.i1-IQ2_S.gguf new file mode 100644 index 0000000..d1d397c --- /dev/null +++ b/OctoThinker-8B-Short-Base.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3059038f59584893ffdc2ceffa99cadc78df07668d7bd07f81c74de3c6fb1a69 +size 2758490112 diff --git a/OctoThinker-8B-Short-Base.i1-IQ2_XS.gguf b/OctoThinker-8B-Short-Base.i1-IQ2_XS.gguf new file mode 100644 index 0000000..466ff29 --- /dev/null +++ b/OctoThinker-8B-Short-Base.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9e9cc2a62784d7c7c23280aaa994be25a781aa357d5d10cc25c2dc81c244e3f7 +size 2605783040 diff --git a/OctoThinker-8B-Short-Base.i1-IQ2_XXS.gguf b/OctoThinker-8B-Short-Base.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..dd48a41 --- /dev/null +++ b/OctoThinker-8B-Short-Base.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:189dd91c33533947ecc42fa63e17593e5009e2f411fc19785d0bfc08bbb542f3 +size 2399213568 diff --git a/OctoThinker-8B-Short-Base.i1-IQ3_M.gguf b/OctoThinker-8B-Short-Base.i1-IQ3_M.gguf new file mode 100644 index 0000000..c4dd398 --- /dev/null +++ b/OctoThinker-8B-Short-Base.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:78e7bf7391af33fd5474042b2218628c2384f908d41f71c460291d9410607387 +size 3784824832 diff --git a/OctoThinker-8B-Short-Base.i1-IQ3_S.gguf b/OctoThinker-8B-Short-Base.i1-IQ3_S.gguf new file mode 100644 index 0000000..670a133 --- /dev/null +++ b/OctoThinker-8B-Short-Base.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd4975c8160aac14412b9c827f6425ce4e404c3c45b8bec43f9e2a1c7d1a899b +size 3682326528 diff --git a/OctoThinker-8B-Short-Base.i1-IQ3_XS.gguf b/OctoThinker-8B-Short-Base.i1-IQ3_XS.gguf new file mode 100644 index 0000000..ddc0c8c --- /dev/null +++ b/OctoThinker-8B-Short-Base.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d17c326dad71f209305acc43b778c78869e30f0c135e729cf23c91db6583b439 +size 3518748672 diff --git a/OctoThinker-8B-Short-Base.i1-IQ3_XXS.gguf b/OctoThinker-8B-Short-Base.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..efbb95f --- /dev/null +++ b/OctoThinker-8B-Short-Base.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e7404c47845290138578b3d26e699d967eb565391d1ff4172624a77df9fa3837 +size 3274913792 diff --git a/OctoThinker-8B-Short-Base.i1-IQ4_NL.gguf b/OctoThinker-8B-Short-Base.i1-IQ4_NL.gguf new file mode 100644 index 0000000..c5ae9c6 --- /dev/null +++ b/OctoThinker-8B-Short-Base.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1c2eebf00fafc1b6fd6d31b6e0535176108fc9666df823e5f9742f2b57fdc11f +size 4677990400 diff --git a/OctoThinker-8B-Short-Base.i1-IQ4_XS.gguf b/OctoThinker-8B-Short-Base.i1-IQ4_XS.gguf new file mode 100644 index 0000000..4a30a49 --- /dev/null +++ b/OctoThinker-8B-Short-Base.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c0d339117db710366a01d658ff2113df42c14a4e78c92c8876b355aa390a2893 +size 4447664128 diff --git a/OctoThinker-8B-Short-Base.i1-Q2_K.gguf b/OctoThinker-8B-Short-Base.i1-Q2_K.gguf new file mode 100644 index 0000000..7cc79a5 --- /dev/null +++ b/OctoThinker-8B-Short-Base.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:076509bd1e1ece3405a7b405b29f0c61efbcf0844fe755619cc44fcc6525df46 +size 3179132928 diff --git a/OctoThinker-8B-Short-Base.i1-Q2_K_S.gguf b/OctoThinker-8B-Short-Base.i1-Q2_K_S.gguf new file mode 100644 index 0000000..bc4094c --- /dev/null +++ b/OctoThinker-8B-Short-Base.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e39875d2001e1fb1456b82f4e798e93d076d31aaa3fbacf3f921deecf1622f29 +size 2988816384 diff --git a/OctoThinker-8B-Short-Base.i1-Q3_K_L.gguf b/OctoThinker-8B-Short-Base.i1-Q3_K_L.gguf new file mode 100644 index 0000000..ae22272 --- /dev/null +++ b/OctoThinker-8B-Short-Base.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:761ba6b824e4d9073d545e834b94624d0a99e0d42bbcd0bc2e5f1454c020d87c +size 4321957888 diff --git a/OctoThinker-8B-Short-Base.i1-Q3_K_M.gguf b/OctoThinker-8B-Short-Base.i1-Q3_K_M.gguf new file mode 100644 index 0000000..4164965 --- /dev/null +++ b/OctoThinker-8B-Short-Base.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f885fb576269f6e78785671461925c3a3abbfa075f1e6bb90e861b9a7c40fb8 +size 4018919424 diff --git a/OctoThinker-8B-Short-Base.i1-Q3_K_S.gguf b/OctoThinker-8B-Short-Base.i1-Q3_K_S.gguf new file mode 100644 index 0000000..91908d9 --- /dev/null +++ b/OctoThinker-8B-Short-Base.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5fdab43c27388e742744196cc27263b05673a63f8c12234073d7231199419f72 +size 3664500736 diff --git a/OctoThinker-8B-Short-Base.i1-Q4_0.gguf b/OctoThinker-8B-Short-Base.i1-Q4_0.gguf new file mode 100644 index 0000000..0f7ff58 --- /dev/null +++ b/OctoThinker-8B-Short-Base.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f372af5a15934fe7374d1efa66d642eb97a0ec2af593346005c1153af26524d2 +size 4675893248 diff --git a/OctoThinker-8B-Short-Base.i1-Q4_1.gguf b/OctoThinker-8B-Short-Base.i1-Q4_1.gguf new file mode 100644 index 0000000..5ed117f --- /dev/null +++ b/OctoThinker-8B-Short-Base.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ccafcbe12f28b17cde77a35bc93af87f00ae65b4e9f7540911afe641caf19c44 +size 5130254336 diff --git a/OctoThinker-8B-Short-Base.i1-Q4_K_M.gguf b/OctoThinker-8B-Short-Base.i1-Q4_K_M.gguf new file mode 100644 index 0000000..20bb543 --- /dev/null +++ b/OctoThinker-8B-Short-Base.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d8349400ff1ce0040a4ef9467fcd36e959a94fd1eedbb6347b2414f33e8c371c +size 4920735744 diff --git a/OctoThinker-8B-Short-Base.i1-Q4_K_S.gguf b/OctoThinker-8B-Short-Base.i1-Q4_K_S.gguf new file mode 100644 index 0000000..463ecea --- /dev/null +++ b/OctoThinker-8B-Short-Base.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6a77e1172bd2b70b5999a4c4d32474d73e2adbf95deff551f7a3516b7a6b1f3b +size 4692670464 diff --git a/OctoThinker-8B-Short-Base.i1-Q5_K_M.gguf b/OctoThinker-8B-Short-Base.i1-Q5_K_M.gguf new file mode 100644 index 0000000..eb77395 --- /dev/null +++ b/OctoThinker-8B-Short-Base.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:facf374b429836b4fac1747dd3ae92a49d10567c60bee6b8ccb532bba582b961 +size 5732988928 diff --git a/OctoThinker-8B-Short-Base.i1-Q5_K_S.gguf b/OctoThinker-8B-Short-Base.i1-Q5_K_S.gguf new file mode 100644 index 0000000..d3b4723 --- /dev/null +++ b/OctoThinker-8B-Short-Base.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:72c4917b8d688324f34e411643c193640b4cf3b87e335427bfb7e594874f2cb3 +size 5599295488 diff --git a/OctoThinker-8B-Short-Base.i1-Q6_K.gguf b/OctoThinker-8B-Short-Base.i1-Q6_K.gguf new file mode 100644 index 0000000..261cedd --- /dev/null +++ b/OctoThinker-8B-Short-Base.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc64a4ca03f54fe7b31ad69bf84d3222920fe7d35911a1310ad30baa6e54913d +size 6596007936 diff --git a/OctoThinker-8B-Short-Base.imatrix.gguf b/OctoThinker-8B-Short-Base.imatrix.gguf new file mode 100644 index 0000000..dfca89d --- /dev/null +++ b/OctoThinker-8B-Short-Base.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b357fee38a01e2cc3b0b3679989ca8b168cb71cb693beb8ef0af39dc10881e17 +size 5015200 diff --git a/README.md b/README.md new file mode 100644 index 0000000..5f86e60 --- /dev/null +++ b/README.md @@ -0,0 +1,88 @@ +--- +base_model: OctoThinker/OctoThinker-8B-Short-Base +datasets: +- OctoThinker/MegaMath-Web-Pro-Max +- LLM360/MegaMath +language: +- en +library_name: transformers +license: llama3.2 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/OctoThinker/OctoThinker-8B-Short-Base + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#OctoThinker-8B-Short-Base-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/OctoThinker-8B-Short-Base-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/OctoThinker-8B-Short-Base-i1-GGUF/resolve/main/OctoThinker-8B-Short-Base.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/OctoThinker-8B-Short-Base-i1-GGUF/resolve/main/OctoThinker-8B-Short-Base.i1-IQ1_S.gguf) | i1-IQ1_S | 2.1 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/OctoThinker-8B-Short-Base-i1-GGUF/resolve/main/OctoThinker-8B-Short-Base.i1-IQ1_M.gguf) | i1-IQ1_M | 2.3 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/OctoThinker-8B-Short-Base-i1-GGUF/resolve/main/OctoThinker-8B-Short-Base.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.5 | | +| [GGUF](https://huggingface.co/mradermacher/OctoThinker-8B-Short-Base-i1-GGUF/resolve/main/OctoThinker-8B-Short-Base.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.7 | | +| [GGUF](https://huggingface.co/mradermacher/OctoThinker-8B-Short-Base-i1-GGUF/resolve/main/OctoThinker-8B-Short-Base.i1-IQ2_S.gguf) | i1-IQ2_S | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/OctoThinker-8B-Short-Base-i1-GGUF/resolve/main/OctoThinker-8B-Short-Base.i1-IQ2_M.gguf) | i1-IQ2_M | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/OctoThinker-8B-Short-Base-i1-GGUF/resolve/main/OctoThinker-8B-Short-Base.i1-Q2_K_S.gguf) | i1-Q2_K_S | 3.1 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/OctoThinker-8B-Short-Base-i1-GGUF/resolve/main/OctoThinker-8B-Short-Base.i1-Q2_K.gguf) | i1-Q2_K | 3.3 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/OctoThinker-8B-Short-Base-i1-GGUF/resolve/main/OctoThinker-8B-Short-Base.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/OctoThinker-8B-Short-Base-i1-GGUF/resolve/main/OctoThinker-8B-Short-Base.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/OctoThinker-8B-Short-Base-i1-GGUF/resolve/main/OctoThinker-8B-Short-Base.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.8 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/OctoThinker-8B-Short-Base-i1-GGUF/resolve/main/OctoThinker-8B-Short-Base.i1-IQ3_S.gguf) | i1-IQ3_S | 3.8 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/OctoThinker-8B-Short-Base-i1-GGUF/resolve/main/OctoThinker-8B-Short-Base.i1-IQ3_M.gguf) | i1-IQ3_M | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/OctoThinker-8B-Short-Base-i1-GGUF/resolve/main/OctoThinker-8B-Short-Base.i1-Q3_K_M.gguf) | i1-Q3_K_M | 4.1 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/OctoThinker-8B-Short-Base-i1-GGUF/resolve/main/OctoThinker-8B-Short-Base.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.4 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/OctoThinker-8B-Short-Base-i1-GGUF/resolve/main/OctoThinker-8B-Short-Base.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.5 | | +| [GGUF](https://huggingface.co/mradermacher/OctoThinker-8B-Short-Base-i1-GGUF/resolve/main/OctoThinker-8B-Short-Base.i1-Q4_0.gguf) | i1-Q4_0 | 4.8 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/OctoThinker-8B-Short-Base-i1-GGUF/resolve/main/OctoThinker-8B-Short-Base.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.8 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/OctoThinker-8B-Short-Base-i1-GGUF/resolve/main/OctoThinker-8B-Short-Base.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.8 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/OctoThinker-8B-Short-Base-i1-GGUF/resolve/main/OctoThinker-8B-Short-Base.i1-Q4_K_M.gguf) | i1-Q4_K_M | 5.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/OctoThinker-8B-Short-Base-i1-GGUF/resolve/main/OctoThinker-8B-Short-Base.i1-Q4_1.gguf) | i1-Q4_1 | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/OctoThinker-8B-Short-Base-i1-GGUF/resolve/main/OctoThinker-8B-Short-Base.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.7 | | +| [GGUF](https://huggingface.co/mradermacher/OctoThinker-8B-Short-Base-i1-GGUF/resolve/main/OctoThinker-8B-Short-Base.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/OctoThinker-8B-Short-Base-i1-GGUF/resolve/main/OctoThinker-8B-Short-Base.i1-Q6_K.gguf) | i1-Q6_K | 6.7 | 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. + +