初始化项目，由ModelHub XC社区提供模型

Model: mradermacher/Heretic-Qwen3-0.6B-Treatment-i1-GGUF
Source: Original Platform

.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
+Heretic-Qwen3-0.6B-Treatment.imatrix.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen3-0.6B-Treatment.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen3-0.6B-Treatment.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen3-0.6B-Treatment.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen3-0.6B-Treatment.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen3-0.6B-Treatment.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen3-0.6B-Treatment.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen3-0.6B-Treatment.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen3-0.6B-Treatment.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen3-0.6B-Treatment.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen3-0.6B-Treatment.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen3-0.6B-Treatment.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen3-0.6B-Treatment.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen3-0.6B-Treatment.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen3-0.6B-Treatment.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen3-0.6B-Treatment.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen3-0.6B-Treatment.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen3-0.6B-Treatment.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen3-0.6B-Treatment.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen3-0.6B-Treatment.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen3-0.6B-Treatment.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen3-0.6B-Treatment.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen3-0.6B-Treatment.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen3-0.6B-Treatment.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen3-0.6B-Treatment.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text

Heretic-Qwen3-0.6B-Treatment.i1-IQ1_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d560a332a40e24bf5398b5f74d8592e0529f4473b49f3db8600b1edfc685692a
+size 216053184

Heretic-Qwen3-0.6B-Treatment.i1-IQ1_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a19228d1c4aa7757f97ee97363c95f63a1d9d5b8fa30a32a74ec2befa757f4f3
+size 208016832

Heretic-Qwen3-0.6B-Treatment.i1-IQ2_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:527858e89d292ab58838debb8be5adbf8888e5bfa778254a1e03699d4c97c656
+size 264910272

Heretic-Qwen3-0.6B-Treatment.i1-IQ2_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ddc523864b3d33dd5ba27c91ab3bfbab0c1b1842ae8006e11193b2d528fef00
+size 254195136

Heretic-Qwen3-0.6B-Treatment.i1-IQ2_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:20cd1bc30c06ec189d5deee8e323bd97db0d471222fdafc5c0f8327caf5703d8
+size 241997248

Heretic-Qwen3-0.6B-Treatment.i1-IQ2_XXS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9877ec3ab67e1bd73bdc746e4c175771619dc1a27a0abf2eadaf256484a39a3
+size 229447104

Heretic-Qwen3-0.6B-Treatment.i1-IQ3_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0457bc3a1b8b83cc5145848f7822bedab6f467ff1ad42e002cac9c915646b819
+size 336028096

Heretic-Qwen3-0.6B-Treatment.i1-IQ3_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:20a3d205d19595282a39b8b5e660ebfe2623e340b3768e8f0ca8dc7bc05371c8
+size 323076544

Heretic-Qwen3-0.6B-Treatment.i1-IQ3_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2dfd422ce3a7fd898c917f815d855b466470e7ef6a8c5239c16f581b7a3db1c7
+size 312754624

Heretic-Qwen3-0.6B-Treatment.i1-IQ3_XXS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fea48eb7d4a2f3f20fa4c87f829ff4bde07856ada5f2319c8c75d4ecd98870f9
+size 279016896

Heretic-Qwen3-0.6B-Treatment.i1-IQ4_NL.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e75663ee0e0001aa2be0215d75e06fc8c498fb800b96319f27308f4fe41193a
+size 381567424

Heretic-Qwen3-0.6B-Treatment.i1-IQ4_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16cbf419ebb02afc86d3a067dd6acf4ef89593ce8d461e293ec6aad504ac895e
+size 367804864

Heretic-Qwen3-0.6B-Treatment.i1-Q2_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3cbe2f49bb27bce793482791969729fc5fe66de80fb19d7a554c71762cbd0856
+size 296239552

Heretic-Qwen3-0.6B-Treatment.i1-Q2_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d78272ad61c9f0fbd91e4475823f4a62013560a17b51f03b0134158d96ec78c2
+size 280560064

Heretic-Qwen3-0.6B-Treatment.i1-Q3_K_L.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce74dbec0073f588db4737fd91d74ab4eb6a3b51af9b3a789a75dd1c73470a74
+size 368492992

Heretic-Qwen3-0.6B-Treatment.i1-Q3_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6855d6ae7efe27878f0e1a690111f6644074a8ae2dc8d8ef6bcc51a778edde6d
+size 347128256

Heretic-Qwen3-0.6B-Treatment.i1-Q3_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec1f0ca2c2aac92f20c26719fd2863fa5bd607631421418441f1f2d01d7cc2e0
+size 323076544

Heretic-Qwen3-0.6B-Treatment.i1-Q4_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e33b1efc8df570419014ff52ad69116e0a1559b18527c546bb501a6f1009cbf
+size 382157248

Heretic-Qwen3-0.6B-Treatment.i1-Q4_1.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f1d8b45343a5cc318c48fa91612d660e350d94dfd304d29e126684a75367172d
+size 409092544

Heretic-Qwen3-0.6B-Treatment.i1-Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d67eda5837e7ee7237eed531688fde90b6e93502a11734ee1e18f1a0f2fcd555
+size 396706240

Heretic-Qwen3-0.6B-Treatment.i1-Q4_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:599d94a08be013e0bcb07f1a0fa11dc6624378a46d4aaa4cd20f190cc55fc79f
+size 383271360

Heretic-Qwen3-0.6B-Treatment.i1-Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d88e71e965953daf9fd3508e65de65cf79bce7b37c749636ca2c174ad36f4766
+size 444416448

Heretic-Qwen3-0.6B-Treatment.i1-Q5_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d7278e8376e73dacc7bcf7d5dd769f66a8d40413e6e719796314f21f26ed826d
+size 436617664

Heretic-Qwen3-0.6B-Treatment.i1-Q6_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:976f12b0e2ae3baaf586d95d580deb8df921212efc76c27e5af16d8c5ff05607
+size 495108544

Heretic-Qwen3-0.6B-Treatment.imatrix.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9fbf67d1faa701f5cc13793a4f0520f0ed9a9a5004ecda722d6fa5386edef0ed
+size 1177056

README.md

@@ -0,0 +1,86 @@
+---
+base_model: hereticness/Heretic-Qwen3-0.6B-Treatment
+language:
+- en
+library_name: transformers
+mradermacher:
+  readme_rev: 1
+quantized_by: mradermacher
+tags:
+- heretic
+---
+## 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/hereticness/Heretic-Qwen3-0.6B-Treatment
+
+<!-- provided-files -->
+
+***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Heretic-Qwen3-0.6B-Treatment-i1-GGUF).***
+
+static quants are available at https://huggingface.co/mradermacher/Heretic-Qwen3-0.6B-Treatment-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/Heretic-Qwen3-0.6B-Treatment-i1-GGUF/resolve/main/Heretic-Qwen3-0.6B-Treatment.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen3-0.6B-Treatment-i1-GGUF/resolve/main/Heretic-Qwen3-0.6B-Treatment.i1-IQ1_S.gguf) | i1-IQ1_S | 0.3 | for the desperate |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen3-0.6B-Treatment-i1-GGUF/resolve/main/Heretic-Qwen3-0.6B-Treatment.i1-IQ1_M.gguf) | i1-IQ1_M | 0.3 | mostly desperate |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen3-0.6B-Treatment-i1-GGUF/resolve/main/Heretic-Qwen3-0.6B-Treatment.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.3 |  |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen3-0.6B-Treatment-i1-GGUF/resolve/main/Heretic-Qwen3-0.6B-Treatment.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.3 |  |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen3-0.6B-Treatment-i1-GGUF/resolve/main/Heretic-Qwen3-0.6B-Treatment.i1-IQ2_S.gguf) | i1-IQ2_S | 0.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen3-0.6B-Treatment-i1-GGUF/resolve/main/Heretic-Qwen3-0.6B-Treatment.i1-IQ2_M.gguf) | i1-IQ2_M | 0.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen3-0.6B-Treatment-i1-GGUF/resolve/main/Heretic-Qwen3-0.6B-Treatment.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 0.4 | lower quality |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen3-0.6B-Treatment-i1-GGUF/resolve/main/Heretic-Qwen3-0.6B-Treatment.i1-Q2_K_S.gguf) | i1-Q2_K_S | 0.4 | very low quality |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen3-0.6B-Treatment-i1-GGUF/resolve/main/Heretic-Qwen3-0.6B-Treatment.i1-Q2_K.gguf) | i1-Q2_K | 0.4 | IQ3_XXS probably better |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen3-0.6B-Treatment-i1-GGUF/resolve/main/Heretic-Qwen3-0.6B-Treatment.i1-IQ3_XS.gguf) | i1-IQ3_XS | 0.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen3-0.6B-Treatment-i1-GGUF/resolve/main/Heretic-Qwen3-0.6B-Treatment.i1-IQ3_S.gguf) | i1-IQ3_S | 0.4 | beats Q3_K* |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen3-0.6B-Treatment-i1-GGUF/resolve/main/Heretic-Qwen3-0.6B-Treatment.i1-Q3_K_S.gguf) | i1-Q3_K_S | 0.4 | IQ3_XS probably better |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen3-0.6B-Treatment-i1-GGUF/resolve/main/Heretic-Qwen3-0.6B-Treatment.i1-IQ3_M.gguf) | i1-IQ3_M | 0.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen3-0.6B-Treatment-i1-GGUF/resolve/main/Heretic-Qwen3-0.6B-Treatment.i1-Q3_K_M.gguf) | i1-Q3_K_M | 0.4 | IQ3_S probably better |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen3-0.6B-Treatment-i1-GGUF/resolve/main/Heretic-Qwen3-0.6B-Treatment.i1-IQ4_XS.gguf) | i1-IQ4_XS | 0.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen3-0.6B-Treatment-i1-GGUF/resolve/main/Heretic-Qwen3-0.6B-Treatment.i1-Q3_K_L.gguf) | i1-Q3_K_L | 0.5 | IQ3_M probably better |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen3-0.6B-Treatment-i1-GGUF/resolve/main/Heretic-Qwen3-0.6B-Treatment.i1-IQ4_NL.gguf) | i1-IQ4_NL | 0.5 | prefer IQ4_XS |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen3-0.6B-Treatment-i1-GGUF/resolve/main/Heretic-Qwen3-0.6B-Treatment.i1-Q4_0.gguf) | i1-Q4_0 | 0.5 | fast, low quality |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen3-0.6B-Treatment-i1-GGUF/resolve/main/Heretic-Qwen3-0.6B-Treatment.i1-Q4_K_S.gguf) | i1-Q4_K_S | 0.5 | optimal size/speed/quality |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen3-0.6B-Treatment-i1-GGUF/resolve/main/Heretic-Qwen3-0.6B-Treatment.i1-Q4_K_M.gguf) | i1-Q4_K_M | 0.5 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen3-0.6B-Treatment-i1-GGUF/resolve/main/Heretic-Qwen3-0.6B-Treatment.i1-Q4_1.gguf) | i1-Q4_1 | 0.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen3-0.6B-Treatment-i1-GGUF/resolve/main/Heretic-Qwen3-0.6B-Treatment.i1-Q5_K_S.gguf) | i1-Q5_K_S | 0.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen3-0.6B-Treatment-i1-GGUF/resolve/main/Heretic-Qwen3-0.6B-Treatment.i1-Q5_K_M.gguf) | i1-Q5_K_M | 0.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen3-0.6B-Treatment-i1-GGUF/resolve/main/Heretic-Qwen3-0.6B-Treatment.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.
+
+<!-- end -->