commit 161db2fb75ef9c77087ead0b95758fabac9f8653 Author: ModelHub XC Date: Sat Jun 6 18:07:22 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Qwen2-0.5B-Instruct-heretic-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a8369c3 --- /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 +Qwen2-0.5B-Instruct-heretic.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-Instruct-heretic.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-Instruct-heretic.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-Instruct-heretic.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-Instruct-heretic.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-Instruct-heretic.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-Instruct-heretic.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-Instruct-heretic.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-Instruct-heretic.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-Instruct-heretic.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-Instruct-heretic.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-Instruct-heretic.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-Instruct-heretic.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-Instruct-heretic.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-Instruct-heretic.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-Instruct-heretic.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-Instruct-heretic.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-Instruct-heretic.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-Instruct-heretic.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-Instruct-heretic.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-Instruct-heretic.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-Instruct-heretic.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-Instruct-heretic.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-Instruct-heretic.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-Instruct-heretic.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Qwen2-0.5B-Instruct-heretic.i1-IQ1_M.gguf b/Qwen2-0.5B-Instruct-heretic.i1-IQ1_M.gguf new file mode 100644 index 0000000..4be601a --- /dev/null +++ b/Qwen2-0.5B-Instruct-heretic.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:51f70b8c4943dbe26ea686abea5c8a1b30c90ae68e3b51c119b78858ba133d19 +size 317972896 diff --git a/Qwen2-0.5B-Instruct-heretic.i1-IQ1_S.gguf b/Qwen2-0.5B-Instruct-heretic.i1-IQ1_S.gguf new file mode 100644 index 0000000..3d5817d --- /dev/null +++ b/Qwen2-0.5B-Instruct-heretic.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9cf08b9c87bc73461e4ab6220960a975d58cd9a12f345381e0eb270b4677fc62 +size 315827872 diff --git a/Qwen2-0.5B-Instruct-heretic.i1-IQ2_M.gguf b/Qwen2-0.5B-Instruct-heretic.i1-IQ2_M.gguf new file mode 100644 index 0000000..d45cf55 --- /dev/null +++ b/Qwen2-0.5B-Instruct-heretic.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:28897b497b9976e74e2b42a5fccfd94cb953e10b6881652e73d6f62d83b996e3 +size 328595872 diff --git a/Qwen2-0.5B-Instruct-heretic.i1-IQ2_S.gguf b/Qwen2-0.5B-Instruct-heretic.i1-IQ2_S.gguf new file mode 100644 index 0000000..374b37c --- /dev/null +++ b/Qwen2-0.5B-Instruct-heretic.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0e79b47303cc3a4f33ea8b0e099279d0e3b8d01ca154645b4bb1af8b06fc08de +size 325735840 diff --git a/Qwen2-0.5B-Instruct-heretic.i1-IQ2_XS.gguf b/Qwen2-0.5B-Instruct-heretic.i1-IQ2_XS.gguf new file mode 100644 index 0000000..d8e0c97 --- /dev/null +++ b/Qwen2-0.5B-Instruct-heretic.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:160b0d8c57371340d0fc28dd369a89b4580d93193bc439222ca777576992069a +size 324407968 diff --git a/Qwen2-0.5B-Instruct-heretic.i1-IQ2_XXS.gguf b/Qwen2-0.5B-Instruct-heretic.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..cd709b4 --- /dev/null +++ b/Qwen2-0.5B-Instruct-heretic.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6ac5379a9a6dbe6f0464b42ec580ac747a41ef24d4cb6b7e01bcf43e1413e20f +size 321547936 diff --git a/Qwen2-0.5B-Instruct-heretic.i1-IQ3_M.gguf b/Qwen2-0.5B-Instruct-heretic.i1-IQ3_M.gguf new file mode 100644 index 0000000..8ffaa8e --- /dev/null +++ b/Qwen2-0.5B-Instruct-heretic.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d69f1dbedb4b8f4ad0f932a110b8b236aea3f26fb43d0ad602e58cbb9b572e79 +size 342750880 diff --git a/Qwen2-0.5B-Instruct-heretic.i1-IQ3_S.gguf b/Qwen2-0.5B-Instruct-heretic.i1-IQ3_S.gguf new file mode 100644 index 0000000..b62e8c7 --- /dev/null +++ b/Qwen2-0.5B-Instruct-heretic.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:07a5a043ea4d569b0d54d43db96d32f0203ff8c8d83db1b9d064069f48f9ce88 +size 338605984 diff --git a/Qwen2-0.5B-Instruct-heretic.i1-IQ3_XS.gguf b/Qwen2-0.5B-Instruct-heretic.i1-IQ3_XS.gguf new file mode 100644 index 0000000..3d8a67f --- /dev/null +++ b/Qwen2-0.5B-Instruct-heretic.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bcd8eb3677302b21cf0803f8f3f45e49263a5bbbc5804cf2c720718cb1474dea +size 338605984 diff --git a/Qwen2-0.5B-Instruct-heretic.i1-IQ3_XXS.gguf b/Qwen2-0.5B-Instruct-heretic.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..db4c468 --- /dev/null +++ b/Qwen2-0.5B-Instruct-heretic.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4c6769c09ef93b0f6aebf1709d81cf4abbb924816f71d17f45300df1961e3968 +size 333703072 diff --git a/Qwen2-0.5B-Instruct-heretic.i1-IQ4_NL.gguf b/Qwen2-0.5B-Instruct-heretic.i1-IQ4_NL.gguf new file mode 100644 index 0000000..4f8ef53 --- /dev/null +++ b/Qwen2-0.5B-Instruct-heretic.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cdcd17861c0ee868c9d787911a2e29292ea8ee976d028740f43b968d1ff8369e +size 352669600 diff --git a/Qwen2-0.5B-Instruct-heretic.i1-IQ4_XS.gguf b/Qwen2-0.5B-Instruct-heretic.i1-IQ4_XS.gguf new file mode 100644 index 0000000..a159297 --- /dev/null +++ b/Qwen2-0.5B-Instruct-heretic.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:438218315ec8045ac8df90f4838ee6c351de9f457c4727c887255732c93c9c19 +size 349400992 diff --git a/Qwen2-0.5B-Instruct-heretic.i1-Q2_K.gguf b/Qwen2-0.5B-Instruct-heretic.i1-Q2_K.gguf new file mode 100644 index 0000000..de9797e --- /dev/null +++ b/Qwen2-0.5B-Instruct-heretic.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ce23470ba8c5186467f812e1edab3c64bb9cf29b3d801fc46ae751c6d70a6be5 +size 338605984 diff --git a/Qwen2-0.5B-Instruct-heretic.i1-Q2_K_S.gguf b/Qwen2-0.5B-Instruct-heretic.i1-Q2_K_S.gguf new file mode 100644 index 0000000..49dd479 --- /dev/null +++ b/Qwen2-0.5B-Instruct-heretic.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:10fcc599945597723cdcb8c334600dcb5c58287f35e89427bcdf860d01a7a417 +size 331047328 diff --git a/Qwen2-0.5B-Instruct-heretic.i1-Q3_K_L.gguf b/Qwen2-0.5B-Instruct-heretic.i1-Q3_K_L.gguf new file mode 100644 index 0000000..e509c3e --- /dev/null +++ b/Qwen2-0.5B-Instruct-heretic.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b5c80ea39eb4d693df861c45f4bcfbcef64f9e1c836cf46b4b81eb41c2696375 +size 369356704 diff --git a/Qwen2-0.5B-Instruct-heretic.i1-Q3_K_M.gguf b/Qwen2-0.5B-Instruct-heretic.i1-Q3_K_M.gguf new file mode 100644 index 0000000..e837976 --- /dev/null +++ b/Qwen2-0.5B-Instruct-heretic.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cb3fa58dba526a34fafd079474fc5b6b20373d0cfb2dc2600479699a7fa42067 +size 355465120 diff --git a/Qwen2-0.5B-Instruct-heretic.i1-Q3_K_S.gguf b/Qwen2-0.5B-Instruct-heretic.i1-Q3_K_S.gguf new file mode 100644 index 0000000..b177cdf --- /dev/null +++ b/Qwen2-0.5B-Instruct-heretic.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:edad23723f66544bf3fd02dffcfa739f53c37fc7a26c1c8a47ffe9601bc4627b +size 338261920 diff --git a/Qwen2-0.5B-Instruct-heretic.i1-Q4_0.gguf b/Qwen2-0.5B-Instruct-heretic.i1-Q4_0.gguf new file mode 100644 index 0000000..0bcbe28 --- /dev/null +++ b/Qwen2-0.5B-Instruct-heretic.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eab5bcdd334b43c1b2aea535e329fa1ad8e30a3bdc09f8013e2bb622ac1cad74 +size 352970656 diff --git a/Qwen2-0.5B-Instruct-heretic.i1-Q4_1.gguf b/Qwen2-0.5B-Instruct-heretic.i1-Q4_1.gguf new file mode 100644 index 0000000..4c026c3 --- /dev/null +++ b/Qwen2-0.5B-Instruct-heretic.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2086d78d0c5658ac5e9da0a655a9e05de19ed6f8ffa60e1fad233b082ad6be0d +size 374517664 diff --git a/Qwen2-0.5B-Instruct-heretic.i1-Q4_K_M.gguf b/Qwen2-0.5B-Instruct-heretic.i1-Q4_K_M.gguf new file mode 100644 index 0000000..1c627bf --- /dev/null +++ b/Qwen2-0.5B-Instruct-heretic.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5dd677f6c26e1a3001501628e70032ae71f9ea1ff5a43e397c462e4529de587d +size 397806496 diff --git a/Qwen2-0.5B-Instruct-heretic.i1-Q4_K_S.gguf b/Qwen2-0.5B-Instruct-heretic.i1-Q4_K_S.gguf new file mode 100644 index 0000000..0eb8c6b --- /dev/null +++ b/Qwen2-0.5B-Instruct-heretic.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8abac0357c2825d4416d34af5db6f1a7e6ef8a1f663fb6542d6e8ac5e6686022 +size 385470368 diff --git a/Qwen2-0.5B-Instruct-heretic.i1-Q5_K_M.gguf b/Qwen2-0.5B-Instruct-heretic.i1-Q5_K_M.gguf new file mode 100644 index 0000000..e127556 --- /dev/null +++ b/Qwen2-0.5B-Instruct-heretic.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4b00c7cda3b8192ec900cfad29c79eb1ecd067d63752d0dadc78d41a82caa10c +size 420084640 diff --git a/Qwen2-0.5B-Instruct-heretic.i1-Q5_K_S.gguf b/Qwen2-0.5B-Instruct-heretic.i1-Q5_K_S.gguf new file mode 100644 index 0000000..e960f24 --- /dev/null +++ b/Qwen2-0.5B-Instruct-heretic.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b3f7e64082ea5d844c8efe7a0db2841ee27b11a221ae08f61f5183e017ebfc83 +size 412708768 diff --git a/Qwen2-0.5B-Instruct-heretic.i1-Q6_K.gguf b/Qwen2-0.5B-Instruct-heretic.i1-Q6_K.gguf new file mode 100644 index 0000000..47263bf --- /dev/null +++ b/Qwen2-0.5B-Instruct-heretic.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c4f00de845ac3bbe63ad0734457b52b0a1050cfdee44bdabdfe3c95971ac96d4 +size 505735072 diff --git a/Qwen2-0.5B-Instruct-heretic.imatrix.gguf b/Qwen2-0.5B-Instruct-heretic.imatrix.gguf new file mode 100644 index 0000000..90d7c7c --- /dev/null +++ b/Qwen2-0.5B-Instruct-heretic.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f12765d24aa68b5f79dea90f3cf7373522c53ac1d1c183f226e130312c6faeff +size 1008928 diff --git a/README.md b/README.md new file mode 100644 index 0000000..2d576e8 --- /dev/null +++ b/README.md @@ -0,0 +1,91 @@ +--- +base_model: addansee/Qwen2-0.5B-Instruct-heretic +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- chat +- heretic +- uncensored +- decensored +- abliterated +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/addansee/Qwen2-0.5B-Instruct-heretic + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Qwen2-0.5B-Instruct-heretic-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/Qwen2-0.5B-Instruct-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/Qwen2-0.5B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2-0.5B-Instruct-heretic.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2-0.5B-Instruct-heretic.i1-IQ1_S.gguf) | i1-IQ1_S | 0.4 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2-0.5B-Instruct-heretic.i1-IQ1_M.gguf) | i1-IQ1_M | 0.4 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2-0.5B-Instruct-heretic.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2-0.5B-Instruct-heretic.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2-0.5B-Instruct-heretic.i1-IQ2_S.gguf) | i1-IQ2_S | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2-0.5B-Instruct-heretic.i1-IQ2_M.gguf) | i1-IQ2_M | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2-0.5B-Instruct-heretic.i1-Q2_K_S.gguf) | i1-Q2_K_S | 0.4 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2-0.5B-Instruct-heretic.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 0.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2-0.5B-Instruct-heretic.i1-Q3_K_S.gguf) | i1-Q3_K_S | 0.4 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2-0.5B-Instruct-heretic.i1-IQ3_S.gguf) | i1-IQ3_S | 0.4 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2-0.5B-Instruct-heretic.i1-IQ3_XS.gguf) | i1-IQ3_XS | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2-0.5B-Instruct-heretic.i1-Q2_K.gguf) | i1-Q2_K | 0.4 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2-0.5B-Instruct-heretic.i1-IQ3_M.gguf) | i1-IQ3_M | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2-0.5B-Instruct-heretic.i1-IQ4_XS.gguf) | i1-IQ4_XS | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2-0.5B-Instruct-heretic.i1-IQ4_NL.gguf) | i1-IQ4_NL | 0.5 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2-0.5B-Instruct-heretic.i1-Q4_0.gguf) | i1-Q4_0 | 0.5 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2-0.5B-Instruct-heretic.i1-Q3_K_M.gguf) | i1-Q3_K_M | 0.5 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2-0.5B-Instruct-heretic.i1-Q3_K_L.gguf) | i1-Q3_K_L | 0.5 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2-0.5B-Instruct-heretic.i1-Q4_1.gguf) | i1-Q4_1 | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2-0.5B-Instruct-heretic.i1-Q4_K_S.gguf) | i1-Q4_K_S | 0.5 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2-0.5B-Instruct-heretic.i1-Q4_K_M.gguf) | i1-Q4_K_M | 0.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2-0.5B-Instruct-heretic.i1-Q5_K_S.gguf) | i1-Q5_K_S | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2-0.5B-Instruct-heretic.i1-Q5_K_M.gguf) | i1-Q5_K_M | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-Instruct-heretic-i1-GGUF/resolve/main/Qwen2-0.5B-Instruct-heretic.i1-Q6_K.gguf) | i1-Q6_K | 0.6 | 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. + +