commit 4125cdc9a3e47dd371ab1c7c73f7e21c0a76d0a2
Author: ModelHub XC <noreply@modelhub.org.cn>
Date:   Sun May 10 01:42:22 2026 +0800

    初始化项目，由ModelHub XC社区提供模型
    
    Model: mradermacher/LFM2-700M-Heretic-i1-GGUF
    Source: Original Platform

diff --git a/.gitattributes b/.gitattributes
new file mode 100644
index 0000000..f347b2c
--- /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
+LFM2-700M-Heretic.imatrix.gguf filter=lfs diff=lfs merge=lfs -text
+LFM2-700M-Heretic.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
+LFM2-700M-Heretic.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
+LFM2-700M-Heretic.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
+LFM2-700M-Heretic.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
+LFM2-700M-Heretic.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
+LFM2-700M-Heretic.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+LFM2-700M-Heretic.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
+LFM2-700M-Heretic.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
+LFM2-700M-Heretic.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
+LFM2-700M-Heretic.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+LFM2-700M-Heretic.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
+LFM2-700M-Heretic.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+LFM2-700M-Heretic.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+LFM2-700M-Heretic.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+LFM2-700M-Heretic.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+LFM2-700M-Heretic.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+LFM2-700M-Heretic.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+LFM2-700M-Heretic.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+LFM2-700M-Heretic.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
+LFM2-700M-Heretic.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+LFM2-700M-Heretic.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+LFM2-700M-Heretic.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+LFM2-700M-Heretic.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+LFM2-700M-Heretic.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
diff --git a/LFM2-700M-Heretic.i1-IQ1_M.gguf b/LFM2-700M-Heretic.i1-IQ1_M.gguf
new file mode 100644
index 0000000..2f0d327
--- /dev/null
+++ b/LFM2-700M-Heretic.i1-IQ1_M.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b0aeecc56fa66ac7f91af5ca6f141408b13a968cfd784e96870003f11d0996d
+size 215751808
diff --git a/LFM2-700M-Heretic.i1-IQ1_S.gguf b/LFM2-700M-Heretic.i1-IQ1_S.gguf
new file mode 100644
index 0000000..5f033ca
--- /dev/null
+++ b/LFM2-700M-Heretic.i1-IQ1_S.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3db500651dd0ce86cb43306ff7ea8f61a748a862064e0ed89d9a28fe37a5ef03
+size 201651328
diff --git a/LFM2-700M-Heretic.i1-IQ2_M.gguf b/LFM2-700M-Heretic.i1-IQ2_M.gguf
new file mode 100644
index 0000000..fcf7a06
--- /dev/null
+++ b/LFM2-700M-Heretic.i1-IQ2_M.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da973af3f500692a722dabc2902e2c327f6a84e4718006dff7c38ff37349a5ee
+size 281922688
diff --git a/LFM2-700M-Heretic.i1-IQ2_S.gguf b/LFM2-700M-Heretic.i1-IQ2_S.gguf
new file mode 100644
index 0000000..8145a6c
--- /dev/null
+++ b/LFM2-700M-Heretic.i1-IQ2_S.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d7e9b346d1ad821de1a443a09e038c42ba52362865318e61c8fcba11882ac5c5
+size 263122048
diff --git a/LFM2-700M-Heretic.i1-IQ2_XS.gguf b/LFM2-700M-Heretic.i1-IQ2_XS.gguf
new file mode 100644
index 0000000..f3e1d48
--- /dev/null
+++ b/LFM2-700M-Heretic.i1-IQ2_XS.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56f6dc74b2924f88f228e3466c4ffe5982410773119ffac6f46de658305d65e2
+size 258495616
diff --git a/LFM2-700M-Heretic.i1-IQ2_XXS.gguf b/LFM2-700M-Heretic.i1-IQ2_XXS.gguf
new file mode 100644
index 0000000..ff376eb
--- /dev/null
+++ b/LFM2-700M-Heretic.i1-IQ2_XXS.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d67ad355a5ab0d5981c330934315b02181a54dbdd218ce65ddbd415e00876474
+size 239252608
diff --git a/LFM2-700M-Heretic.i1-IQ3_M.gguf b/LFM2-700M-Heretic.i1-IQ3_M.gguf
new file mode 100644
index 0000000..99a3a16
--- /dev/null
+++ b/LFM2-700M-Heretic.i1-IQ3_M.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:67cd8694f3c8e682a1387a268f80ba20bd23306e2d2b0449a59edc9e0b20e264
+size 366421120
diff --git a/LFM2-700M-Heretic.i1-IQ3_S.gguf b/LFM2-700M-Heretic.i1-IQ3_S.gguf
new file mode 100644
index 0000000..dc2b758
--- /dev/null
+++ b/LFM2-700M-Heretic.i1-IQ3_S.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:71c828f37c3bf78c4f91e4363b8e6b6028f7da2ed527b61dceec71cfdea0eb93
+size 361094272
diff --git a/LFM2-700M-Heretic.i1-IQ3_XS.gguf b/LFM2-700M-Heretic.i1-IQ3_XS.gguf
new file mode 100644
index 0000000..064c6ca
--- /dev/null
+++ b/LFM2-700M-Heretic.i1-IQ3_XS.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d54dac6aa2da0872c177abe315238ddd0115090201a03fdf0165776e4473aba3
+size 348265600
diff --git a/LFM2-700M-Heretic.i1-IQ3_XXS.gguf b/LFM2-700M-Heretic.i1-IQ3_XXS.gguf
new file mode 100644
index 0000000..618ee3a
--- /dev/null
+++ b/LFM2-700M-Heretic.i1-IQ3_XXS.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e008884726595e2a51314acfae2d74b98d4119e013ee1d66b352aed18b40ff7
+size 317127808
diff --git a/LFM2-700M-Heretic.i1-IQ4_NL.gguf b/LFM2-700M-Heretic.i1-IQ4_NL.gguf
new file mode 100644
index 0000000..604fa27
--- /dev/null
+++ b/LFM2-700M-Heretic.i1-IQ4_NL.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b1058b83c911f51116df59e3839e2328d53068830ed112d3fe3caac1ae08ee4e
+size 446323840
diff --git a/LFM2-700M-Heretic.i1-IQ4_XS.gguf b/LFM2-700M-Heretic.i1-IQ4_XS.gguf
new file mode 100644
index 0000000..e5c43c5
--- /dev/null
+++ b/LFM2-700M-Heretic.i1-IQ4_XS.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:737433c87d4f88317b097b2e4c2b294e4e9e5691e9b009e9a23c615cc32a7776
+size 426269824
diff --git a/LFM2-700M-Heretic.i1-Q2_K.gguf b/LFM2-700M-Heretic.i1-Q2_K.gguf
new file mode 100644
index 0000000..e148cde
--- /dev/null
+++ b/LFM2-700M-Heretic.i1-Q2_K.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8b069969770ca68d6452be37dd6b7f730049c8a3f21b8855c45e77c78b1cbf9
+size 315088000
diff --git a/LFM2-700M-Heretic.i1-Q2_K_S.gguf b/LFM2-700M-Heretic.i1-Q2_K_S.gguf
new file mode 100644
index 0000000..a2ee50e
--- /dev/null
+++ b/LFM2-700M-Heretic.i1-Q2_K_S.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7df65235aacfe05accb402602d59433c12b8737394c5bb01e7546853a8ec8934
+size 300895360
diff --git a/LFM2-700M-Heretic.i1-Q3_K_L.gguf b/LFM2-700M-Heretic.i1-Q3_K_L.gguf
new file mode 100644
index 0000000..bf0ddde
--- /dev/null
+++ b/LFM2-700M-Heretic.i1-Q3_K_L.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee4ca578fbe5a21611d18939bb8b4148f195588f328d97ba3b3a866c4941cb53
+size 409754752
diff --git a/LFM2-700M-Heretic.i1-Q3_K_M.gguf b/LFM2-700M-Heretic.i1-Q3_K_M.gguf
new file mode 100644
index 0000000..a34c84b
--- /dev/null
+++ b/LFM2-700M-Heretic.i1-Q3_K_M.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa9054f3fe359c99e27ab6f694fc07ea6dd7c9e40eaf2abebbdfa96b659a4597
+size 387685504
diff --git a/LFM2-700M-Heretic.i1-Q3_K_S.gguf b/LFM2-700M-Heretic.i1-Q3_K_S.gguf
new file mode 100644
index 0000000..790efa8
--- /dev/null
+++ b/LFM2-700M-Heretic.i1-Q3_K_S.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:332e00b2ac82c6a6ebd48be222f0aaa3e02a96f3b4343c27e01809d4321ee259
+size 361094272
diff --git a/LFM2-700M-Heretic.i1-Q4_0.gguf b/LFM2-700M-Heretic.i1-Q4_0.gguf
new file mode 100644
index 0000000..41e55fa
--- /dev/null
+++ b/LFM2-700M-Heretic.i1-Q4_0.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65cef5089ea8889e5a9ec125831c380b0ff7f7700794949b66ede41798f34813
+size 447650944
diff --git a/LFM2-700M-Heretic.i1-Q4_1.gguf b/LFM2-700M-Heretic.i1-Q4_1.gguf
new file mode 100644
index 0000000..6d37edc
--- /dev/null
+++ b/LFM2-700M-Heretic.i1-Q4_1.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4fa8bf7a4a867b88387c12acf98d1edd836759f900d1d11c647ac2c5df46918
+size 486431872
diff --git a/LFM2-700M-Heretic.i1-Q4_K_M.gguf b/LFM2-700M-Heretic.i1-Q4_K_M.gguf
new file mode 100644
index 0000000..64e170f
--- /dev/null
+++ b/LFM2-700M-Heretic.i1-Q4_K_M.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c70f5a9eda72802d394b57295cc2fc757e126e4debb26f8e23998b52e9a3934d
+size 468626560
diff --git a/LFM2-700M-Heretic.i1-Q4_K_S.gguf b/LFM2-700M-Heretic.i1-Q4_K_S.gguf
new file mode 100644
index 0000000..25f532a
--- /dev/null
+++ b/LFM2-700M-Heretic.i1-Q4_K_S.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c122a51977414b7e2bf83e85225e31e1c4f7413333cdd1ca9783c4f7d2d6225d
+size 449371264
diff --git a/LFM2-700M-Heretic.i1-Q5_K_M.gguf b/LFM2-700M-Heretic.i1-Q5_K_M.gguf
new file mode 100644
index 0000000..dd13a72
--- /dev/null
+++ b/LFM2-700M-Heretic.i1-Q5_K_M.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5008e3f006177c05178b7ee7fcafaccd26a9ab7e85471f11514e59ce32505a90
+size 538029184
diff --git a/LFM2-700M-Heretic.i1-Q5_K_S.gguf b/LFM2-700M-Heretic.i1-Q5_K_S.gguf
new file mode 100644
index 0000000..0e10a73
--- /dev/null
+++ b/LFM2-700M-Heretic.i1-Q5_K_S.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4808a9df6aaac0e822efde47a7005bd5e116bb4386b728a0b60211bc4d8d07a1
+size 526539904
diff --git a/LFM2-700M-Heretic.i1-Q6_K.gguf b/LFM2-700M-Heretic.i1-Q6_K.gguf
new file mode 100644
index 0000000..632d848
--- /dev/null
+++ b/LFM2-700M-Heretic.i1-Q6_K.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:82eea3b4eee9448f550dba60fa59e44134378b76ae9a038d7dce7188d65303fc
+size 611769472
diff --git a/LFM2-700M-Heretic.imatrix.gguf b/LFM2-700M-Heretic.imatrix.gguf
new file mode 100644
index 0000000..4aed404
--- /dev/null
+++ b/LFM2-700M-Heretic.imatrix.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79d4ca1be9b948d9684b317da4d39036eb8690bc671070911106d33521d013b1
+size 923968
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..205b3ee
--- /dev/null
+++ b/README.md
@@ -0,0 +1,102 @@
+---
+base_model: spitfire4794/LFM2-700M-Heretic
+language:
+- en
+- ar
+- zh
+- fr
+- de
+- ja
+- ko
+- es
+library_name: transformers
+license: other
+license_link: LICENSE
+license_name: lfm1.0
+mradermacher:
+  readme_rev: 1
+quantized_by: mradermacher
+tags:
+- liquid
+- lfm2
+- edge
+- heretic
+- uncensored
+- decensored
+- abliterated
+---
+## About
+
+<!-- ### quantize_version: 2 -->
+<!-- ### output_tensor_quantised: 1 -->
+<!-- ### convert_type: hf -->
+<!-- ### vocab_type:  -->
+<!-- ### tags: nicoboss -->
+<!-- ### quants:  Q2_K IQ3_M Q4_K_S IQ3_XXS Q3_K_M small-IQ4_NL Q4_K_M IQ2_M Q6_K IQ4_XS Q2_K_S IQ1_M Q3_K_S IQ2_XXS Q3_K_L IQ2_XS Q5_K_S IQ2_S IQ1_S Q5_K_M Q4_0 IQ3_XS Q4_1 IQ3_S -->
+<!-- ### quants_skip:  -->
+<!-- ### skip_mmproj:  -->
+weighted/imatrix quants of https://huggingface.co/spitfire4794/LFM2-700M-Heretic
+
+<!-- provided-files -->
+
+***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#LFM2-700M-Heretic-i1-GGUF).***
+
+static quants are available at https://huggingface.co/mradermacher/LFM2-700M-Heretic-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/LFM2-700M-Heretic-i1-GGUF/resolve/main/LFM2-700M-Heretic.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
+| [GGUF](https://huggingface.co/mradermacher/LFM2-700M-Heretic-i1-GGUF/resolve/main/LFM2-700M-Heretic.i1-IQ1_S.gguf) | i1-IQ1_S | 0.3 | for the desperate |
+| [GGUF](https://huggingface.co/mradermacher/LFM2-700M-Heretic-i1-GGUF/resolve/main/LFM2-700M-Heretic.i1-IQ1_M.gguf) | i1-IQ1_M | 0.3 | mostly desperate |
+| [GGUF](https://huggingface.co/mradermacher/LFM2-700M-Heretic-i1-GGUF/resolve/main/LFM2-700M-Heretic.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.3 |  |
+| [GGUF](https://huggingface.co/mradermacher/LFM2-700M-Heretic-i1-GGUF/resolve/main/LFM2-700M-Heretic.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/LFM2-700M-Heretic-i1-GGUF/resolve/main/LFM2-700M-Heretic.i1-IQ2_S.gguf) | i1-IQ2_S | 0.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/LFM2-700M-Heretic-i1-GGUF/resolve/main/LFM2-700M-Heretic.i1-IQ2_M.gguf) | i1-IQ2_M | 0.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/LFM2-700M-Heretic-i1-GGUF/resolve/main/LFM2-700M-Heretic.i1-Q2_K_S.gguf) | i1-Q2_K_S | 0.4 | very low quality |
+| [GGUF](https://huggingface.co/mradermacher/LFM2-700M-Heretic-i1-GGUF/resolve/main/LFM2-700M-Heretic.i1-Q2_K.gguf) | i1-Q2_K | 0.4 | IQ3_XXS probably better |
+| [GGUF](https://huggingface.co/mradermacher/LFM2-700M-Heretic-i1-GGUF/resolve/main/LFM2-700M-Heretic.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 0.4 | lower quality |
+| [GGUF](https://huggingface.co/mradermacher/LFM2-700M-Heretic-i1-GGUF/resolve/main/LFM2-700M-Heretic.i1-IQ3_XS.gguf) | i1-IQ3_XS | 0.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/LFM2-700M-Heretic-i1-GGUF/resolve/main/LFM2-700M-Heretic.i1-IQ3_S.gguf) | i1-IQ3_S | 0.5 | beats Q3_K* |
+| [GGUF](https://huggingface.co/mradermacher/LFM2-700M-Heretic-i1-GGUF/resolve/main/LFM2-700M-Heretic.i1-Q3_K_S.gguf) | i1-Q3_K_S | 0.5 | IQ3_XS probably better |
+| [GGUF](https://huggingface.co/mradermacher/LFM2-700M-Heretic-i1-GGUF/resolve/main/LFM2-700M-Heretic.i1-IQ3_M.gguf) | i1-IQ3_M | 0.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/LFM2-700M-Heretic-i1-GGUF/resolve/main/LFM2-700M-Heretic.i1-Q3_K_M.gguf) | i1-Q3_K_M | 0.5 | IQ3_S probably better |
+| [GGUF](https://huggingface.co/mradermacher/LFM2-700M-Heretic-i1-GGUF/resolve/main/LFM2-700M-Heretic.i1-Q3_K_L.gguf) | i1-Q3_K_L | 0.5 | IQ3_M probably better |
+| [GGUF](https://huggingface.co/mradermacher/LFM2-700M-Heretic-i1-GGUF/resolve/main/LFM2-700M-Heretic.i1-IQ4_XS.gguf) | i1-IQ4_XS | 0.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/LFM2-700M-Heretic-i1-GGUF/resolve/main/LFM2-700M-Heretic.i1-IQ4_NL.gguf) | i1-IQ4_NL | 0.5 | prefer IQ4_XS |
+| [GGUF](https://huggingface.co/mradermacher/LFM2-700M-Heretic-i1-GGUF/resolve/main/LFM2-700M-Heretic.i1-Q4_0.gguf) | i1-Q4_0 | 0.5 | fast, low quality |
+| [GGUF](https://huggingface.co/mradermacher/LFM2-700M-Heretic-i1-GGUF/resolve/main/LFM2-700M-Heretic.i1-Q4_K_S.gguf) | i1-Q4_K_S | 0.5 | optimal size/speed/quality |
+| [GGUF](https://huggingface.co/mradermacher/LFM2-700M-Heretic-i1-GGUF/resolve/main/LFM2-700M-Heretic.i1-Q4_K_M.gguf) | i1-Q4_K_M | 0.6 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/LFM2-700M-Heretic-i1-GGUF/resolve/main/LFM2-700M-Heretic.i1-Q4_1.gguf) | i1-Q4_1 | 0.6 |  |
+| [GGUF](https://huggingface.co/mradermacher/LFM2-700M-Heretic-i1-GGUF/resolve/main/LFM2-700M-Heretic.i1-Q5_K_S.gguf) | i1-Q5_K_S | 0.6 |  |
+| [GGUF](https://huggingface.co/mradermacher/LFM2-700M-Heretic-i1-GGUF/resolve/main/LFM2-700M-Heretic.i1-Q5_K_M.gguf) | i1-Q5_K_M | 0.6 |  |
+| [GGUF](https://huggingface.co/mradermacher/LFM2-700M-Heretic-i1-GGUF/resolve/main/LFM2-700M-Heretic.i1-Q6_K.gguf) | i1-Q6_K | 0.7 | 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.
+
+<!-- end -->