初始化项目，由ModelHub XC社区提供模型

Model: mradermacher/Heretic-Qwen2-Math-1.5B-Instruct-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-Qwen2-Math-1.5B-Instruct.imatrix.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen2-Math-1.5B-Instruct.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen2-Math-1.5B-Instruct.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen2-Math-1.5B-Instruct.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen2-Math-1.5B-Instruct.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen2-Math-1.5B-Instruct.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen2-Math-1.5B-Instruct.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen2-Math-1.5B-Instruct.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen2-Math-1.5B-Instruct.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen2-Math-1.5B-Instruct.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen2-Math-1.5B-Instruct.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen2-Math-1.5B-Instruct.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Heretic-Qwen2-Math-1.5B-Instruct.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text

Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ1_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6ad0a6032559779ea4283cc92d3dca7faa816a8ff607c31b124f0a2d1e02a847
+size 464459680

Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ1_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3705584dd4232e1f9ede2ce3372cd2be755e14cc34451c1619917b299bf364ff
+size 436525984

Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ2_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c1ad7535dd29f5cbc4104232548292e32792e07b9a45df013d3865939643d31
+size 601053088

Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ2_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ae7133e001504e905a60aff05eb6a785bbc4553f3165e6b1127fb8000d85531
+size 563808160

Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ2_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6abf79b896d77c1e7e24187ba2459e2034f28d410a2a9978efd4d94ec9272cb6
+size 550325152

Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ2_XXS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c43f263880c488ef4a8750eaa13bfc90be841076801974fb9c64f5bfbc31ffa7
+size 511015840

Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ3_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da375e3e0bfb1231e8bb6383fb695f6625bc8fd08e95aa52140984e07405a633
+size 776662432

Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ3_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36ac373195b66973678ef88093174875a0488f4e1ca155938643d9a20f0c95ff
+size 762405280

Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ3_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29a2d03873a26beaae8317511d03788f3206f3fc1268c5a0c384570c11722645
+size 731697568

Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ3_XXS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:886d1cdd7a2114d347af52622c349adc001ad8c2372cbdcbfc3e0c67f96d1f67
+size 668790688

Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ4_NL.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a00c46699cbff99ea9b20d51215af695539a51a123d11aa97dba6077ddba5252
+size 936329632

Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ4_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f6c28a75c56adc6ab11b0b701ca794e5a4b6ff226b482211fdb555ce12b0980
+size 895730080

Heretic-Qwen2-Math-1.5B-Instruct.i1-Q2_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ebf3e07045a3603bbd28584437caf96a913a903077bd37e0eea7e3e315e05f1
+size 676303264

Heretic-Qwen2-Math-1.5B-Instruct.i1-Q2_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0402af3853ea9d21fb9e897f97f9850e0d2c319637a78b3997a71fda30240e4
+size 640133536

Heretic-Qwen2-Math-1.5B-Instruct.i1-Q3_K_L.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:beba96d9adb2ad02fe06cd96c1b2a9607d42b213e5cd17e529d317bae9b2a033
+size 880161184

Heretic-Qwen2-Math-1.5B-Instruct.i1-Q3_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c3f21badb345e025f25dea0af3f76dba3b2e12c236ed323ead8227a0cccb9e0
+size 824177056

Heretic-Qwen2-Math-1.5B-Instruct.i1-Q3_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac4aee4e47e418f6fca05ebc3638352b5864b1a86ec60d863d6c26eba0f3fbbf
+size 760943008

Heretic-Qwen2-Math-1.5B-Instruct.i1-Q4_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5fbe0b9e200adc70c766e0f4a4ecd305585863afaf5d3f9aed747c7cd463926
+size 937533856

Heretic-Qwen2-Math-1.5B-Instruct.i1-Q4_1.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3191d33a81d568867cc4caecc30475290b1164d08c4437d7e97a7d7c61494188
+size 1016840608

Heretic-Qwen2-Math-1.5B-Instruct.i1-Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f5bd560e80af2da7bcad99aa1ec92f315da80eefbb815ed6f0b373d8966f205
+size 986046880

Heretic-Qwen2-Math-1.5B-Instruct.i1-Q4_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26d9db3fc2fde411446cda34a4560c59e50bd8d3123c790e1af368d47bd316ca
+size 940310944

Heretic-Qwen2-Math-1.5B-Instruct.i1-Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e846f608c3f32da74aff8486d1ca2a00598b5afda2c77941f4fb540a85d742b
+size 1125048736

Heretic-Qwen2-Math-1.5B-Instruct.i1-Q5_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f044db921f4c0a4e69d23fe6d76d8018ea19b3f4e4e1851c95d4e8ba471d70c2
+size 1098727840

Heretic-Qwen2-Math-1.5B-Instruct.i1-Q6_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:938bda7abf14058dc7b6d37a9870fa6266f892534072376e7871fc905591acf4
+size 1272738208

Heretic-Qwen2-Math-1.5B-Instruct.imatrix.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a2005aee4ff1974f012ab9fccba062e04d2f720769350ac6641fb61c56bffdc5
+size 2065888

README.md

@@ -0,0 +1,86 @@
+---
+base_model: hereticness/Heretic-Qwen2-Math-1.5B-Instruct
+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-Qwen2-Math-1.5B-Instruct
+
+<!-- provided-files -->
+
+***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Heretic-Qwen2-Math-1.5B-Instruct-i1-GGUF).***
+
+static quants are available at https://huggingface.co/mradermacher/Heretic-Qwen2-Math-1.5B-Instruct-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-Qwen2-Math-1.5B-Instruct-i1-GGUF/resolve/main/Heretic-Qwen2-Math-1.5B-Instruct.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen2-Math-1.5B-Instruct-i1-GGUF/resolve/main/Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ1_S.gguf) | i1-IQ1_S | 0.5 | for the desperate |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen2-Math-1.5B-Instruct-i1-GGUF/resolve/main/Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ1_M.gguf) | i1-IQ1_M | 0.6 | mostly desperate |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen2-Math-1.5B-Instruct-i1-GGUF/resolve/main/Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.6 |  |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen2-Math-1.5B-Instruct-i1-GGUF/resolve/main/Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.7 |  |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen2-Math-1.5B-Instruct-i1-GGUF/resolve/main/Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ2_S.gguf) | i1-IQ2_S | 0.7 |  |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen2-Math-1.5B-Instruct-i1-GGUF/resolve/main/Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ2_M.gguf) | i1-IQ2_M | 0.7 |  |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen2-Math-1.5B-Instruct-i1-GGUF/resolve/main/Heretic-Qwen2-Math-1.5B-Instruct.i1-Q2_K_S.gguf) | i1-Q2_K_S | 0.7 | very low quality |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen2-Math-1.5B-Instruct-i1-GGUF/resolve/main/Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 0.8 | lower quality |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen2-Math-1.5B-Instruct-i1-GGUF/resolve/main/Heretic-Qwen2-Math-1.5B-Instruct.i1-Q2_K.gguf) | i1-Q2_K | 0.8 | IQ3_XXS probably better |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen2-Math-1.5B-Instruct-i1-GGUF/resolve/main/Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ3_XS.gguf) | i1-IQ3_XS | 0.8 |  |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen2-Math-1.5B-Instruct-i1-GGUF/resolve/main/Heretic-Qwen2-Math-1.5B-Instruct.i1-Q3_K_S.gguf) | i1-Q3_K_S | 0.9 | IQ3_XS probably better |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen2-Math-1.5B-Instruct-i1-GGUF/resolve/main/Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ3_S.gguf) | i1-IQ3_S | 0.9 | beats Q3_K* |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen2-Math-1.5B-Instruct-i1-GGUF/resolve/main/Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ3_M.gguf) | i1-IQ3_M | 0.9 |  |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen2-Math-1.5B-Instruct-i1-GGUF/resolve/main/Heretic-Qwen2-Math-1.5B-Instruct.i1-Q3_K_M.gguf) | i1-Q3_K_M | 0.9 | IQ3_S probably better |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen2-Math-1.5B-Instruct-i1-GGUF/resolve/main/Heretic-Qwen2-Math-1.5B-Instruct.i1-Q3_K_L.gguf) | i1-Q3_K_L | 1.0 | IQ3_M probably better |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen2-Math-1.5B-Instruct-i1-GGUF/resolve/main/Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ4_XS.gguf) | i1-IQ4_XS | 1.0 |  |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen2-Math-1.5B-Instruct-i1-GGUF/resolve/main/Heretic-Qwen2-Math-1.5B-Instruct.i1-IQ4_NL.gguf) | i1-IQ4_NL | 1.0 | prefer IQ4_XS |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen2-Math-1.5B-Instruct-i1-GGUF/resolve/main/Heretic-Qwen2-Math-1.5B-Instruct.i1-Q4_0.gguf) | i1-Q4_0 | 1.0 | fast, low quality |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen2-Math-1.5B-Instruct-i1-GGUF/resolve/main/Heretic-Qwen2-Math-1.5B-Instruct.i1-Q4_K_S.gguf) | i1-Q4_K_S | 1.0 | optimal size/speed/quality |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen2-Math-1.5B-Instruct-i1-GGUF/resolve/main/Heretic-Qwen2-Math-1.5B-Instruct.i1-Q4_K_M.gguf) | i1-Q4_K_M | 1.1 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen2-Math-1.5B-Instruct-i1-GGUF/resolve/main/Heretic-Qwen2-Math-1.5B-Instruct.i1-Q4_1.gguf) | i1-Q4_1 | 1.1 |  |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen2-Math-1.5B-Instruct-i1-GGUF/resolve/main/Heretic-Qwen2-Math-1.5B-Instruct.i1-Q5_K_S.gguf) | i1-Q5_K_S | 1.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen2-Math-1.5B-Instruct-i1-GGUF/resolve/main/Heretic-Qwen2-Math-1.5B-Instruct.i1-Q5_K_M.gguf) | i1-Q5_K_M | 1.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/Heretic-Qwen2-Math-1.5B-Instruct-i1-GGUF/resolve/main/Heretic-Qwen2-Math-1.5B-Instruct.i1-Q6_K.gguf) | i1-Q6_K | 1.4 | 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.
+
+<!-- end -->