初始化项目，由ModelHub XC社区提供模型

Model: mradermacher/Qwen2.5-Math-14B-Instruct-Preview-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
+imatrix.dat filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-Math-14B-Instruct-Preview.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-Math-14B-Instruct-Preview.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-Math-14B-Instruct-Preview.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-Math-14B-Instruct-Preview.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-Math-14B-Instruct-Preview.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-Math-14B-Instruct-Preview.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-Math-14B-Instruct-Preview.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-Math-14B-Instruct-Preview.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-Math-14B-Instruct-Preview.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-Math-14B-Instruct-Preview.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-Math-14B-Instruct-Preview.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-Math-14B-Instruct-Preview.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-Math-14B-Instruct-Preview.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-Math-14B-Instruct-Preview.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-Math-14B-Instruct-Preview.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-Math-14B-Instruct-Preview.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-Math-14B-Instruct-Preview.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-Math-14B-Instruct-Preview.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-Math-14B-Instruct-Preview.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-Math-14B-Instruct-Preview.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-Math-14B-Instruct-Preview.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-Math-14B-Instruct-Preview.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-Math-14B-Instruct-Preview.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-Math-14B-Instruct-Preview.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text

Qwen2.5-Math-14B-Instruct-Preview.i1-IQ1_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:62298f6e4097e01bba81ef3b798f401a2ce1ec9a15a69442b8c9b95166ab87c6
+size 3872309888

Qwen2.5-Math-14B-Instruct-Preview.i1-IQ1_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b58d6c079163d0a8a335ac4fd5be7f59c0b7cbe9dc7c8511cc37426bf6cf79f2
+size 3607995008

Qwen2.5-Math-14B-Instruct-Preview.i1-IQ2_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9cdda0efa9aea1f7115e1f2d2077c2e862fd22f5655c6deb02b11a8be3d493f
+size 5356147328

Qwen2.5-Math-14B-Instruct-Preview.i1-IQ2_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:063d4f8458c54fd6e7bf78b3ce8a5e28e539b104cc762ae410867a3010003588
+size 5003727488

Qwen2.5-Math-14B-Instruct-Preview.i1-IQ2_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:438a601fe4c6f8c5b9716a8e00d6d3026174c593fbf8b177756814cdc3efa618
+size 4704576128

Qwen2.5-Math-14B-Instruct-Preview.i1-IQ2_XXS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e293b953406654c634936acdafabb114a6df3418bb5942432470b13b6d08657b
+size 4312834688

Qwen2.5-Math-14B-Instruct-Preview.i1-IQ3_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2697934f6db31581ff94d3eceef219a17a063b7b45bb5fea4a3748ff93e0ef90
+size 6916539008

Qwen2.5-Math-14B-Instruct-Preview.i1-IQ3_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1521d7e155dda7c168f7249e944257ba10e6df1dbd033e19824f1f5601e193b2
+size 6693020288

Qwen2.5-Math-14B-Instruct-Preview.i1-IQ3_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:09eb9cf8eed720dd81fa6498d5aa8a5019abaf67f426446c70bd1d0847b05853
+size 6383362688

Qwen2.5-Math-14B-Instruct-Preview.i1-IQ3_XXS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56cbc18d433400af4b8ba35ba754793a80f210c1a8b769db609b6e06ca9125da
+size 5946708608

Qwen2.5-Math-14B-Instruct-Preview.i1-IQ4_NL.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37a92266d093d3fbc1072fac05400c69ee79a50c35b4691781ce0594bfd9b967
+size 8549184128

Qwen2.5-Math-14B-Instruct-Preview.i1-IQ4_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e6043a1aca35a6ed749f33b2465f00b77d4a6ac12ecc8d42ac90aeaecdb919d3
+size 8119841408

Qwen2.5-Math-14B-Instruct-Preview.i1-Q2_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:57fc077da4005cc9c9a389219a5a4178d15ccf69696c1a5df6a6c8298f279356
+size 5770498688

Qwen2.5-Math-14B-Instruct-Preview.i1-Q2_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c527d48fc08128a7f9eb5d18b87140e500e2cefa923ea5d82495e5ab1b3c3c69
+size 5397189248

Qwen2.5-Math-14B-Instruct-Preview.i1-Q3_K_L.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1430b56b45974c2d7ede4458e695de2449e428f727a7f6b3738fe4c1008e2311
+size 7924769408

Qwen2.5-Math-14B-Instruct-Preview.i1-Q3_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8ebe41b1c64b14f0f073347c96c938ea393dae79c1c3f8fe4ee11108976a7e7
+size 7339205248

Qwen2.5-Math-14B-Instruct-Preview.i1-Q3_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b76e1f6d5cbaef763e91280c3b57330c7728f6e39006cca5658225e050ce4bf5
+size 6659596928

Qwen2.5-Math-14B-Instruct-Preview.i1-Q4_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:61fe7c79433e651ff9af34db8414d877427a2ff2cb79b4e90c1a88b6934ad7dc
+size 8544268928

Qwen2.5-Math-14B-Instruct-Preview.i1-Q4_1.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8a9d00e8c1edfa8041cf49618050c31b5b1edc7a2352d512eddc911a29e316e
+size 9392140928

Qwen2.5-Math-14B-Instruct-Preview.i1-Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8953ebe0ca495848f23db0f5df87918c3b49821e85f539ad088cfe3d1dfbc1f0
+size 8988111488

Qwen2.5-Math-14B-Instruct-Preview.i1-Q4_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6def9b392fc2fc6b8eb729af6fe087a75cd06abc4a6c9f268d186cf97f52c841
+size 8573432448

Qwen2.5-Math-14B-Instruct-Preview.i1-Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:52d3a9701c13c443c95b089b68371c4a1aa0a6a8f23b705bac5ce74af2bc1334
+size 10508874368

Qwen2.5-Math-14B-Instruct-Preview.i1-Q5_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fba000f103ad41a561d1f932eb23e789a4c5f8b8382306acdbe8bf0ad8960169
+size 10266555008

Qwen2.5-Math-14B-Instruct-Preview.i1-Q6_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e989b39a9a67a61a5681eb6cdbe23447445e07e1124fedf26d04622bcc8d6247
+size 12124684928

README.md

@@ -0,0 +1,82 @@
+---
+base_model: qingy2024/Qwen2.5-Math-14B-Instruct-Preview
+language:
+- en
+library_name: transformers
+license: apache-2.0
+quantized_by: mradermacher
+tags:
+- text-generation-inference
+- transformers
+- unsloth
+- qwen2
+- trl
+---
+## About
+
+<!-- ### quantize_version: 2 -->
+<!-- ### output_tensor_quantised: 1 -->
+<!-- ### convert_type: hf -->
+<!-- ### vocab_type:  -->
+<!-- ### tags: nicoboss -->
+weighted/imatrix quants of https://huggingface.co/qingy2024/Qwen2.5-Math-14B-Instruct-Preview
+
+<!-- provided-files -->
+static quants are available at https://huggingface.co/mradermacher/Qwen2.5-Math-14B-Instruct-Preview-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/Qwen2.5-Math-14B-Instruct-Preview-i1-GGUF/resolve/main/Qwen2.5-Math-14B-Instruct-Preview.i1-IQ1_S.gguf) | i1-IQ1_S | 3.7 | for the desperate |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Math-14B-Instruct-Preview-i1-GGUF/resolve/main/Qwen2.5-Math-14B-Instruct-Preview.i1-IQ1_M.gguf) | i1-IQ1_M | 4.0 | mostly desperate |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Math-14B-Instruct-Preview-i1-GGUF/resolve/main/Qwen2.5-Math-14B-Instruct-Preview.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 4.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Math-14B-Instruct-Preview-i1-GGUF/resolve/main/Qwen2.5-Math-14B-Instruct-Preview.i1-IQ2_XS.gguf) | i1-IQ2_XS | 4.8 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Math-14B-Instruct-Preview-i1-GGUF/resolve/main/Qwen2.5-Math-14B-Instruct-Preview.i1-IQ2_S.gguf) | i1-IQ2_S | 5.1 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Math-14B-Instruct-Preview-i1-GGUF/resolve/main/Qwen2.5-Math-14B-Instruct-Preview.i1-IQ2_M.gguf) | i1-IQ2_M | 5.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Math-14B-Instruct-Preview-i1-GGUF/resolve/main/Qwen2.5-Math-14B-Instruct-Preview.i1-Q2_K_S.gguf) | i1-Q2_K_S | 5.5 | very low quality |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Math-14B-Instruct-Preview-i1-GGUF/resolve/main/Qwen2.5-Math-14B-Instruct-Preview.i1-Q2_K.gguf) | i1-Q2_K | 5.9 | IQ3_XXS probably better |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Math-14B-Instruct-Preview-i1-GGUF/resolve/main/Qwen2.5-Math-14B-Instruct-Preview.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 6.0 | lower quality |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Math-14B-Instruct-Preview-i1-GGUF/resolve/main/Qwen2.5-Math-14B-Instruct-Preview.i1-IQ3_XS.gguf) | i1-IQ3_XS | 6.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Math-14B-Instruct-Preview-i1-GGUF/resolve/main/Qwen2.5-Math-14B-Instruct-Preview.i1-Q3_K_S.gguf) | i1-Q3_K_S | 6.8 | IQ3_XS probably better |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Math-14B-Instruct-Preview-i1-GGUF/resolve/main/Qwen2.5-Math-14B-Instruct-Preview.i1-IQ3_S.gguf) | i1-IQ3_S | 6.8 | beats Q3_K* |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Math-14B-Instruct-Preview-i1-GGUF/resolve/main/Qwen2.5-Math-14B-Instruct-Preview.i1-IQ3_M.gguf) | i1-IQ3_M | 7.0 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Math-14B-Instruct-Preview-i1-GGUF/resolve/main/Qwen2.5-Math-14B-Instruct-Preview.i1-Q3_K_M.gguf) | i1-Q3_K_M | 7.4 | IQ3_S probably better |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Math-14B-Instruct-Preview-i1-GGUF/resolve/main/Qwen2.5-Math-14B-Instruct-Preview.i1-Q3_K_L.gguf) | i1-Q3_K_L | 8.0 | IQ3_M probably better |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Math-14B-Instruct-Preview-i1-GGUF/resolve/main/Qwen2.5-Math-14B-Instruct-Preview.i1-IQ4_XS.gguf) | i1-IQ4_XS | 8.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Math-14B-Instruct-Preview-i1-GGUF/resolve/main/Qwen2.5-Math-14B-Instruct-Preview.i1-Q4_0.gguf) | i1-Q4_0 | 8.6 | fast, low quality |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Math-14B-Instruct-Preview-i1-GGUF/resolve/main/Qwen2.5-Math-14B-Instruct-Preview.i1-IQ4_NL.gguf) | i1-IQ4_NL | 8.6 | prefer IQ4_XS |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Math-14B-Instruct-Preview-i1-GGUF/resolve/main/Qwen2.5-Math-14B-Instruct-Preview.i1-Q4_K_S.gguf) | i1-Q4_K_S | 8.7 | optimal size/speed/quality |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Math-14B-Instruct-Preview-i1-GGUF/resolve/main/Qwen2.5-Math-14B-Instruct-Preview.i1-Q4_K_M.gguf) | i1-Q4_K_M | 9.1 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Math-14B-Instruct-Preview-i1-GGUF/resolve/main/Qwen2.5-Math-14B-Instruct-Preview.i1-Q4_1.gguf) | i1-Q4_1 | 9.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Math-14B-Instruct-Preview-i1-GGUF/resolve/main/Qwen2.5-Math-14B-Instruct-Preview.i1-Q5_K_S.gguf) | i1-Q5_K_S | 10.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Math-14B-Instruct-Preview-i1-GGUF/resolve/main/Qwen2.5-Math-14B-Instruct-Preview.i1-Q5_K_M.gguf) | i1-Q5_K_M | 10.6 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Math-14B-Instruct-Preview-i1-GGUF/resolve/main/Qwen2.5-Math-14B-Instruct-Preview.i1-Q6_K.gguf) | i1-Q6_K | 12.2 | 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 -->

imatrix.dat

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8cd041df13973daa267fd54dd0d988e6a86bb554065627b8df912b5c1c9c7b23
+size 8563597