commit 6c4d939a5b786caeba70348cff8a2d1c30eb150b Author: ModelHub XC Date: Thu May 7 17:06:03 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/LFM2.5-350M-heretic-xagressive-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..67db0b5 --- /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 +LFM2.5-350M-heretic-xagressive.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-350M-heretic-xagressive.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-350M-heretic-xagressive.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-350M-heretic-xagressive.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-350M-heretic-xagressive.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-350M-heretic-xagressive.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-350M-heretic-xagressive.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-350M-heretic-xagressive.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-350M-heretic-xagressive.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-350M-heretic-xagressive.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-350M-heretic-xagressive.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-350M-heretic-xagressive.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-350M-heretic-xagressive.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-350M-heretic-xagressive.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-350M-heretic-xagressive.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-350M-heretic-xagressive.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-350M-heretic-xagressive.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-350M-heretic-xagressive.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-350M-heretic-xagressive.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-350M-heretic-xagressive.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-350M-heretic-xagressive.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-350M-heretic-xagressive.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-350M-heretic-xagressive.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-350M-heretic-xagressive.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-350M-heretic-xagressive.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/LFM2.5-350M-heretic-xagressive.i1-IQ1_M.gguf b/LFM2.5-350M-heretic-xagressive.i1-IQ1_M.gguf new file mode 100644 index 0000000..8d82008 --- /dev/null +++ b/LFM2.5-350M-heretic-xagressive.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c02f4ea8e62fd568dd718616ef3229415547cbdcbbd9db50365144ebfd36ba42 +size 113257088 diff --git a/LFM2.5-350M-heretic-xagressive.i1-IQ1_S.gguf b/LFM2.5-350M-heretic-xagressive.i1-IQ1_S.gguf new file mode 100644 index 0000000..a4c5fa4 --- /dev/null +++ b/LFM2.5-350M-heretic-xagressive.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:edaf1a71cbf6b5065de1e8e7a70e34b8d18bc21ec84432fc8af42aae6ad58543 +size 106965632 diff --git a/LFM2.5-350M-heretic-xagressive.i1-IQ2_M.gguf b/LFM2.5-350M-heretic-xagressive.i1-IQ2_M.gguf new file mode 100644 index 0000000..c53a982 --- /dev/null +++ b/LFM2.5-350M-heretic-xagressive.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da65e1903ed613c65f7307f20e1cde2c2a4d397d8c09a40b97d411ed3a9de71c +size 142879360 diff --git a/LFM2.5-350M-heretic-xagressive.i1-IQ2_S.gguf b/LFM2.5-350M-heretic-xagressive.i1-IQ2_S.gguf new file mode 100644 index 0000000..6c88cde --- /dev/null +++ b/LFM2.5-350M-heretic-xagressive.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cb1297aa216a00dceec4028ae9038cdd6fa6d37f308c185e707a62acb7493a7b +size 134490752 diff --git a/LFM2.5-350M-heretic-xagressive.i1-IQ2_XS.gguf b/LFM2.5-350M-heretic-xagressive.i1-IQ2_XS.gguf new file mode 100644 index 0000000..2ad71bc --- /dev/null +++ b/LFM2.5-350M-heretic-xagressive.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d08e0cdbf7ba47ce9dbb8f401f3c03d2c398ec79c54ed62830cbb09c953b2dff +size 132328064 diff --git a/LFM2.5-350M-heretic-xagressive.i1-IQ2_XXS.gguf b/LFM2.5-350M-heretic-xagressive.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..9e8fc03 --- /dev/null +++ b/LFM2.5-350M-heretic-xagressive.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:269244cd78613451f55b42c51578256c07e6678b337bb4a4bb133b93d3f4b6db +size 123742848 diff --git a/LFM2.5-350M-heretic-xagressive.i1-IQ3_M.gguf b/LFM2.5-350M-heretic-xagressive.i1-IQ3_M.gguf new file mode 100644 index 0000000..7a30ab4 --- /dev/null +++ b/LFM2.5-350M-heretic-xagressive.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e868a874496a6132290ac64a2fb680392ff81c6c614afd98d8a34353783c6f28 +size 183659136 diff --git a/LFM2.5-350M-heretic-xagressive.i1-IQ3_S.gguf b/LFM2.5-350M-heretic-xagressive.i1-IQ3_S.gguf new file mode 100644 index 0000000..8071b9e --- /dev/null +++ b/LFM2.5-350M-heretic-xagressive.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6c13a059a18467a1de98e3c174e566ff04693b6dba0f3162aa0e84be2899ee13 +size 181152384 diff --git a/LFM2.5-350M-heretic-xagressive.i1-IQ3_XS.gguf b/LFM2.5-350M-heretic-xagressive.i1-IQ3_XS.gguf new file mode 100644 index 0000000..9a0b8e5 --- /dev/null +++ b/LFM2.5-350M-heretic-xagressive.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa8bbc40262cb4937e6587712b56b0e14629900b06800e6d161d685187cd3e3f +size 175401600 diff --git a/LFM2.5-350M-heretic-xagressive.i1-IQ3_XXS.gguf b/LFM2.5-350M-heretic-xagressive.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..bb65881 --- /dev/null +++ b/LFM2.5-350M-heretic-xagressive.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:726c83a709f49f8f571ea083da70135a45e40e360a7f6e0031fa0a00b413cd2c +size 158476928 diff --git a/LFM2.5-350M-heretic-xagressive.i1-IQ4_NL.gguf b/LFM2.5-350M-heretic-xagressive.i1-IQ4_NL.gguf new file mode 100644 index 0000000..9966b1f --- /dev/null +++ b/LFM2.5-350M-heretic-xagressive.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ef7576136449b250db54f1efeb5f96637b1288dfb346d59028981735c32e298 +size 219310720 diff --git a/LFM2.5-350M-heretic-xagressive.i1-IQ4_XS.gguf b/LFM2.5-350M-heretic-xagressive.i1-IQ4_XS.gguf new file mode 100644 index 0000000..6151898 --- /dev/null +++ b/LFM2.5-350M-heretic-xagressive.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:110e1611fb7661c40ae741b245d3b3061dcbb34945a09e3127171cd0f330288d +size 210332288 diff --git a/LFM2.5-350M-heretic-xagressive.i1-Q2_K.gguf b/LFM2.5-350M-heretic-xagressive.i1-Q2_K.gguf new file mode 100644 index 0000000..308ce25 --- /dev/null +++ b/LFM2.5-350M-heretic-xagressive.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8094a40a018e69e66f2b0310348dfaf2f3e8f476acb13f7a14a0af8a22f07aee +size 160598656 diff --git a/LFM2.5-350M-heretic-xagressive.i1-Q2_K_S.gguf b/LFM2.5-350M-heretic-xagressive.i1-Q2_K_S.gguf new file mode 100644 index 0000000..bb25809 --- /dev/null +++ b/LFM2.5-350M-heretic-xagressive.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c44eb234bbf7cff6afef460ed0d407c3326863a7bb0029417139043dac2ae4be +size 154184320 diff --git a/LFM2.5-350M-heretic-xagressive.i1-Q3_K_L.gguf b/LFM2.5-350M-heretic-xagressive.i1-Q3_K_L.gguf new file mode 100644 index 0000000..4e1b2bc --- /dev/null +++ b/LFM2.5-350M-heretic-xagressive.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:90bc5c833338e9a9a2a8265899a6ba1ce7ad0963c640c21dd2dbf28289c59eb6 +size 203049600 diff --git a/LFM2.5-350M-heretic-xagressive.i1-Q3_K_M.gguf b/LFM2.5-350M-heretic-xagressive.i1-Q3_K_M.gguf new file mode 100644 index 0000000..8dd82d6 --- /dev/null +++ b/LFM2.5-350M-heretic-xagressive.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3ce40f47c0631231cd315135c5ef3a7b63d4b4dacdd1b147ff1ddceb97a2fc52 +size 193153664 diff --git a/LFM2.5-350M-heretic-xagressive.i1-Q3_K_S.gguf b/LFM2.5-350M-heretic-xagressive.i1-Q3_K_S.gguf new file mode 100644 index 0000000..b8570ad --- /dev/null +++ b/LFM2.5-350M-heretic-xagressive.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:129b937dfe430ef7c31e5d1d135a54749ae4eae612875e6c11c59a61ded3fdbb +size 181152384 diff --git a/LFM2.5-350M-heretic-xagressive.i1-Q4_0.gguf b/LFM2.5-350M-heretic-xagressive.i1-Q4_0.gguf new file mode 100644 index 0000000..997b681 --- /dev/null +++ b/LFM2.5-350M-heretic-xagressive.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:95381fa76ee3371c9ed8cdb12918ecc1e8f152a5686e458dd3efd5c9a8fbe23a +size 219900544 diff --git a/LFM2.5-350M-heretic-xagressive.i1-Q4_1.gguf b/LFM2.5-350M-heretic-xagressive.i1-Q4_1.gguf new file mode 100644 index 0000000..5895770 --- /dev/null +++ b/LFM2.5-350M-heretic-xagressive.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:235d86f13b337d61c13b3d8ebc2f0bbfd57b2c6030b9e717c30376b08a706251 +size 237267584 diff --git a/LFM2.5-350M-heretic-xagressive.i1-Q4_K_M.gguf b/LFM2.5-350M-heretic-xagressive.i1-Q4_K_M.gguf new file mode 100644 index 0000000..dc6a171 --- /dev/null +++ b/LFM2.5-350M-heretic-xagressive.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f84e9f1057e6dba69fe39f623c7bb9b94532029f15dfd5f37321abdab1d1d1ed +size 229313152 diff --git a/LFM2.5-350M-heretic-xagressive.i1-Q4_K_S.gguf b/LFM2.5-350M-heretic-xagressive.i1-Q4_K_S.gguf new file mode 100644 index 0000000..e0faf9e --- /dev/null +++ b/LFM2.5-350M-heretic-xagressive.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0e2a76f5fdffa5924f76d4569d01492edab16e5e5739386e81e01ecfb93477f8 +size 220752512 diff --git a/LFM2.5-350M-heretic-xagressive.i1-Q5_K_M.gguf b/LFM2.5-350M-heretic-xagressive.i1-Q5_K_M.gguf new file mode 100644 index 0000000..19de7cd --- /dev/null +++ b/LFM2.5-350M-heretic-xagressive.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e620ca49dd97c20c25ad71bb04222d9cf9b455e78a84d594d56f6eff21fb3ca3 +size 260377216 diff --git a/LFM2.5-350M-heretic-xagressive.i1-Q5_K_S.gguf b/LFM2.5-350M-heretic-xagressive.i1-Q5_K_S.gguf new file mode 100644 index 0000000..f01c759 --- /dev/null +++ b/LFM2.5-350M-heretic-xagressive.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0a6c7d78769fd0b3ed37c3792ba0cda8221e6b0574ffc7553489c9db94adeea5 +size 255224448 diff --git a/LFM2.5-350M-heretic-xagressive.i1-Q6_K.gguf b/LFM2.5-350M-heretic-xagressive.i1-Q6_K.gguf new file mode 100644 index 0000000..6e4facf --- /dev/null +++ b/LFM2.5-350M-heretic-xagressive.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9ab98384ff91ba65e9860f410b2fed349925e482206acee23cc9a7841b6942ce +size 293382784 diff --git a/LFM2.5-350M-heretic-xagressive.imatrix.gguf b/LFM2.5-350M-heretic-xagressive.imatrix.gguf new file mode 100644 index 0000000..13b281d --- /dev/null +++ b/LFM2.5-350M-heretic-xagressive.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c0c9bf1daac832c66fb70f56f6a62d6de32737a0e57a2a3b35fec7ec7b3b7707 +size 620864 diff --git a/README.md b/README.md new file mode 100644 index 0000000..ab15d7c --- /dev/null +++ b/README.md @@ -0,0 +1,103 @@ +--- +base_model: MihaiPopa-1/LFM2.5-350M-heretic-xagressive +language: +- en +- ar +- zh +- fr +- de +- ja +- ko +- es +- pt +library_name: transformers +license: other +license_link: LICENSE +license_name: lfm1.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- liquid +- lfm2.5 +- edge +- heretic +- uncensored +- decensored +- abliterated +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/MihaiPopa-1/LFM2.5-350M-heretic-xagressive + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#LFM2.5-350M-heretic-xagressive-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/LFM2.5-350M-heretic-xagressive-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/LFM2.5-350M-heretic-xagressive-i1-GGUF/resolve/main/LFM2.5-350M-heretic-xagressive.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-350M-heretic-xagressive-i1-GGUF/resolve/main/LFM2.5-350M-heretic-xagressive.i1-IQ1_S.gguf) | i1-IQ1_S | 0.2 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-350M-heretic-xagressive-i1-GGUF/resolve/main/LFM2.5-350M-heretic-xagressive.i1-IQ1_M.gguf) | i1-IQ1_M | 0.2 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-350M-heretic-xagressive-i1-GGUF/resolve/main/LFM2.5-350M-heretic-xagressive.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-350M-heretic-xagressive-i1-GGUF/resolve/main/LFM2.5-350M-heretic-xagressive.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-350M-heretic-xagressive-i1-GGUF/resolve/main/LFM2.5-350M-heretic-xagressive.i1-IQ2_S.gguf) | i1-IQ2_S | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-350M-heretic-xagressive-i1-GGUF/resolve/main/LFM2.5-350M-heretic-xagressive.i1-IQ2_M.gguf) | i1-IQ2_M | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-350M-heretic-xagressive-i1-GGUF/resolve/main/LFM2.5-350M-heretic-xagressive.i1-Q2_K_S.gguf) | i1-Q2_K_S | 0.3 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-350M-heretic-xagressive-i1-GGUF/resolve/main/LFM2.5-350M-heretic-xagressive.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 0.3 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-350M-heretic-xagressive-i1-GGUF/resolve/main/LFM2.5-350M-heretic-xagressive.i1-Q2_K.gguf) | i1-Q2_K | 0.3 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-350M-heretic-xagressive-i1-GGUF/resolve/main/LFM2.5-350M-heretic-xagressive.i1-IQ3_XS.gguf) | i1-IQ3_XS | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-350M-heretic-xagressive-i1-GGUF/resolve/main/LFM2.5-350M-heretic-xagressive.i1-IQ3_S.gguf) | i1-IQ3_S | 0.3 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-350M-heretic-xagressive-i1-GGUF/resolve/main/LFM2.5-350M-heretic-xagressive.i1-Q3_K_S.gguf) | i1-Q3_K_S | 0.3 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-350M-heretic-xagressive-i1-GGUF/resolve/main/LFM2.5-350M-heretic-xagressive.i1-IQ3_M.gguf) | i1-IQ3_M | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-350M-heretic-xagressive-i1-GGUF/resolve/main/LFM2.5-350M-heretic-xagressive.i1-Q3_K_M.gguf) | i1-Q3_K_M | 0.3 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-350M-heretic-xagressive-i1-GGUF/resolve/main/LFM2.5-350M-heretic-xagressive.i1-Q3_K_L.gguf) | i1-Q3_K_L | 0.3 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-350M-heretic-xagressive-i1-GGUF/resolve/main/LFM2.5-350M-heretic-xagressive.i1-IQ4_XS.gguf) | i1-IQ4_XS | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-350M-heretic-xagressive-i1-GGUF/resolve/main/LFM2.5-350M-heretic-xagressive.i1-IQ4_NL.gguf) | i1-IQ4_NL | 0.3 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-350M-heretic-xagressive-i1-GGUF/resolve/main/LFM2.5-350M-heretic-xagressive.i1-Q4_0.gguf) | i1-Q4_0 | 0.3 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-350M-heretic-xagressive-i1-GGUF/resolve/main/LFM2.5-350M-heretic-xagressive.i1-Q4_K_S.gguf) | i1-Q4_K_S | 0.3 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-350M-heretic-xagressive-i1-GGUF/resolve/main/LFM2.5-350M-heretic-xagressive.i1-Q4_K_M.gguf) | i1-Q4_K_M | 0.3 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-350M-heretic-xagressive-i1-GGUF/resolve/main/LFM2.5-350M-heretic-xagressive.i1-Q4_1.gguf) | i1-Q4_1 | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-350M-heretic-xagressive-i1-GGUF/resolve/main/LFM2.5-350M-heretic-xagressive.i1-Q5_K_S.gguf) | i1-Q5_K_S | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-350M-heretic-xagressive-i1-GGUF/resolve/main/LFM2.5-350M-heretic-xagressive.i1-Q5_K_M.gguf) | i1-Q5_K_M | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-350M-heretic-xagressive-i1-GGUF/resolve/main/LFM2.5-350M-heretic-xagressive.i1-Q6_K.gguf) | i1-Q6_K | 0.4 | 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. + +