初始化项目，由ModelHub XC社区提供模型

Model: mradermacher/MedicalQwen3-Reasoning-14B-IT-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
+MedicalQwen3-Reasoning-14B-IT.imatrix.gguf filter=lfs diff=lfs merge=lfs -text
+MedicalQwen3-Reasoning-14B-IT.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+MedicalQwen3-Reasoning-14B-IT.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
+MedicalQwen3-Reasoning-14B-IT.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+MedicalQwen3-Reasoning-14B-IT.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+MedicalQwen3-Reasoning-14B-IT.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+MedicalQwen3-Reasoning-14B-IT.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
+MedicalQwen3-Reasoning-14B-IT.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+MedicalQwen3-Reasoning-14B-IT.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
+MedicalQwen3-Reasoning-14B-IT.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+MedicalQwen3-Reasoning-14B-IT.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+MedicalQwen3-Reasoning-14B-IT.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+MedicalQwen3-Reasoning-14B-IT.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
+MedicalQwen3-Reasoning-14B-IT.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+MedicalQwen3-Reasoning-14B-IT.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+MedicalQwen3-Reasoning-14B-IT.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+MedicalQwen3-Reasoning-14B-IT.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
+MedicalQwen3-Reasoning-14B-IT.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+MedicalQwen3-Reasoning-14B-IT.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
+MedicalQwen3-Reasoning-14B-IT.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
+MedicalQwen3-Reasoning-14B-IT.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+MedicalQwen3-Reasoning-14B-IT.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+MedicalQwen3-Reasoning-14B-IT.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
+MedicalQwen3-Reasoning-14B-IT.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
+MedicalQwen3-Reasoning-14B-IT.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text

MedicalQwen3-Reasoning-14B-IT.i1-IQ1_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07d75fbb726cdfbf6ace5e6557fd03c8c0ccf3dae7c14073b6229d41402d0fb9
+size 3849657984

MedicalQwen3-Reasoning-14B-IT.i1-IQ1_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:33fc9077d7b97bbd9e9df758e193966d587f2ea8f6f97ea7224cc438ba21be01
+size 3579936384

MedicalQwen3-Reasoning-14B-IT.i1-IQ2_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:630a635153dfc8ac39d5b978aabc09582995806aa9ae04cfac81f1d8a74675a2
+size 5322943104

MedicalQwen3-Reasoning-14B-IT.i1-IQ2_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af8100631f4734ca97cb8c78b9b4c5eab4e2723df39b6e34c50cd85c5aba71c1
+size 4963314304

MedicalQwen3-Reasoning-14B-IT.i1-IQ2_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:055fe7472acee0448888a1e3b81c0e84bc0169776754bba70fca7e786d147de0
+size 4691590784

MedicalQwen3-Reasoning-14B-IT.i1-IQ2_XXS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d1b40541529115598a29955cd737e4d648f2418f3777a511d4ee3837297d3629
+size 4299193984

MedicalQwen3-Reasoning-14B-IT.i1-IQ3_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a4050f87fa8e2666a1aa9a43671e95457a585689052b2997a085d37b2f5e0945
+size 6883411584

MedicalQwen3-Reasoning-14B-IT.i1-IQ3_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:897c68e29c8243d05176b028d93dabe726e8888e82335d83773fde9a02b9135f
+size 6684960384

MedicalQwen3-Reasoning-14B-IT.i1-IQ3_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f29674c32c3698c44d552eef0c5561a0bcd2600b4c969398cdcfce6447bd499a
+size 6375302784

MedicalQwen3-Reasoning-14B-IT.i1-IQ3_XXS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de8c0a870232eb63335c1af01996a90a37e41470eaf66e1570ecd4120e0f24af
+size 5942667904

MedicalQwen3-Reasoning-14B-IT.i1-IQ4_NL.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34fd675869ffe611e424aa16692cdb5afab0527c8b9a579bc3dcc1f23398873f
+size 8541364864

MedicalQwen3-Reasoning-14B-IT.i1-IQ4_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:813a69c3aa0a3a7b25b2e45ee628f1ffce99535abba885891a85c0f8d0fcc05c
+size 8110731904

MedicalQwen3-Reasoning-14B-IT.i1-Q2_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1cb5efe1e74102d1dc7928f1fc3aef2c49a1fe1859cf23424f405e518eb348d7
+size 5753985664

MedicalQwen3-Reasoning-14B-IT.i1-Q2_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1aec956e8a1595affbe57dcd5fb5c2b893fe4c6da76b514f41712b408cd96ed3
+size 5389851264

MedicalQwen3-Reasoning-14B-IT.i1-Q3_K_L.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65c30e10c276a61b1ea2bde9e3f3e3cb37dd989baa53b28c02e2a13598613410
+size 7900653184

MedicalQwen3-Reasoning-14B-IT.i1-Q3_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:effede18c43d2b711d79f61cc4addfb68f6e8409e4b5b39bc91d32b3fd358bad
+size 7321314944

MedicalQwen3-Reasoning-14B-IT.i1-Q3_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07936ecc6df761633c9c2c0dfe2e998e8987ea2ca643a4b060d18696b605c469
+size 6657107584

MedicalQwen3-Reasoning-14B-IT.i1-Q4_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa34961007769d8b16cd43cd955d7d4c53793bfd590013c44b05d7f119bc4b7a
+size 8543003264

MedicalQwen3-Reasoning-14B-IT.i1-Q4_1.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a1f8620b7d4c7f04adf622c6b38920162a9e054c98f1cfaa94c8b740c9ec8e0c
+size 9389523584

MedicalQwen3-Reasoning-14B-IT.i1-Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f53af619af0a6eadfd0bbb0311f91953dac0b0104c1b73b6f37f59dbebbe1b5
+size 9001755264

MedicalQwen3-Reasoning-14B-IT.i1-Q4_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c980440dba5af0c3e55ee926b1c8f37632603e0e49958cb9f6ddb98489523d9b
+size 8573477504

MedicalQwen3-Reasoning-14B-IT.i1-Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:49e83a3d5b96687e516d7fb62b3f4c6c446cf61fe1036a63bcc49dc561ad6a4b
+size 10514571904

MedicalQwen3-Reasoning-14B-IT.i1-Q5_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ccd2c99956c3a31d0107851b82877b18ef91dff09442b2612dbe0a9fa809e518
+size 10263896704

MedicalQwen3-Reasoning-14B-IT.i1-Q6_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:956a05953f69c6e57e443767bfb223ac09d29da3d8580a0d8973f00b479ff2bf
+size 12121939584

MedicalQwen3-Reasoning-14B-IT.imatrix.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec8d01dab8a6755c05dbf751685e786f7b31cca52062709a9abf89a31cb037d3
+size 7743552

README.md

@@ -0,0 +1,97 @@
+---
+base_model: Cannae-AI/MedicalQwen3-Reasoning-14B-IT
+datasets:
+- FreedomIntelligence/medical-o1-reasoning-SFT
+- Mohammed-Altaf/medical-instruction-120k
+language:
+- en
+library_name: transformers
+license: apache-2.0
+mradermacher:
+  readme_rev: 1
+quantized_by: mradermacher
+tags:
+- text-generation-inference
+- transformers
+- qwen3
+- medical
+- reasoning
+- clinical
+- healthcare
+- biology
+---
+## 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/Cannae-AI/MedicalQwen3-Reasoning-14B-IT
+
+<!-- provided-files -->
+
+***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#MedicalQwen3-Reasoning-14B-IT-i1-GGUF).***
+
+static quants are available at https://huggingface.co/mradermacher/MedicalQwen3-Reasoning-14B-IT-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/MedicalQwen3-Reasoning-14B-IT-i1-GGUF/resolve/main/MedicalQwen3-Reasoning-14B-IT.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
+| [GGUF](https://huggingface.co/mradermacher/MedicalQwen3-Reasoning-14B-IT-i1-GGUF/resolve/main/MedicalQwen3-Reasoning-14B-IT.i1-IQ1_S.gguf) | i1-IQ1_S | 3.7 | for the desperate |
+| [GGUF](https://huggingface.co/mradermacher/MedicalQwen3-Reasoning-14B-IT-i1-GGUF/resolve/main/MedicalQwen3-Reasoning-14B-IT.i1-IQ1_M.gguf) | i1-IQ1_M | 3.9 | mostly desperate |
+| [GGUF](https://huggingface.co/mradermacher/MedicalQwen3-Reasoning-14B-IT-i1-GGUF/resolve/main/MedicalQwen3-Reasoning-14B-IT.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 4.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/MedicalQwen3-Reasoning-14B-IT-i1-GGUF/resolve/main/MedicalQwen3-Reasoning-14B-IT.i1-IQ2_XS.gguf) | i1-IQ2_XS | 4.8 |  |
+| [GGUF](https://huggingface.co/mradermacher/MedicalQwen3-Reasoning-14B-IT-i1-GGUF/resolve/main/MedicalQwen3-Reasoning-14B-IT.i1-IQ2_S.gguf) | i1-IQ2_S | 5.1 |  |
+| [GGUF](https://huggingface.co/mradermacher/MedicalQwen3-Reasoning-14B-IT-i1-GGUF/resolve/main/MedicalQwen3-Reasoning-14B-IT.i1-IQ2_M.gguf) | i1-IQ2_M | 5.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/MedicalQwen3-Reasoning-14B-IT-i1-GGUF/resolve/main/MedicalQwen3-Reasoning-14B-IT.i1-Q2_K_S.gguf) | i1-Q2_K_S | 5.5 | very low quality |
+| [GGUF](https://huggingface.co/mradermacher/MedicalQwen3-Reasoning-14B-IT-i1-GGUF/resolve/main/MedicalQwen3-Reasoning-14B-IT.i1-Q2_K.gguf) | i1-Q2_K | 5.9 | IQ3_XXS probably better |
+| [GGUF](https://huggingface.co/mradermacher/MedicalQwen3-Reasoning-14B-IT-i1-GGUF/resolve/main/MedicalQwen3-Reasoning-14B-IT.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 6.0 | lower quality |
+| [GGUF](https://huggingface.co/mradermacher/MedicalQwen3-Reasoning-14B-IT-i1-GGUF/resolve/main/MedicalQwen3-Reasoning-14B-IT.i1-IQ3_XS.gguf) | i1-IQ3_XS | 6.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/MedicalQwen3-Reasoning-14B-IT-i1-GGUF/resolve/main/MedicalQwen3-Reasoning-14B-IT.i1-Q3_K_S.gguf) | i1-Q3_K_S | 6.8 | IQ3_XS probably better |
+| [GGUF](https://huggingface.co/mradermacher/MedicalQwen3-Reasoning-14B-IT-i1-GGUF/resolve/main/MedicalQwen3-Reasoning-14B-IT.i1-IQ3_S.gguf) | i1-IQ3_S | 6.8 | beats Q3_K* |
+| [GGUF](https://huggingface.co/mradermacher/MedicalQwen3-Reasoning-14B-IT-i1-GGUF/resolve/main/MedicalQwen3-Reasoning-14B-IT.i1-IQ3_M.gguf) | i1-IQ3_M | 7.0 |  |
+| [GGUF](https://huggingface.co/mradermacher/MedicalQwen3-Reasoning-14B-IT-i1-GGUF/resolve/main/MedicalQwen3-Reasoning-14B-IT.i1-Q3_K_M.gguf) | i1-Q3_K_M | 7.4 | IQ3_S probably better |
+| [GGUF](https://huggingface.co/mradermacher/MedicalQwen3-Reasoning-14B-IT-i1-GGUF/resolve/main/MedicalQwen3-Reasoning-14B-IT.i1-Q3_K_L.gguf) | i1-Q3_K_L | 8.0 | IQ3_M probably better |
+| [GGUF](https://huggingface.co/mradermacher/MedicalQwen3-Reasoning-14B-IT-i1-GGUF/resolve/main/MedicalQwen3-Reasoning-14B-IT.i1-IQ4_XS.gguf) | i1-IQ4_XS | 8.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/MedicalQwen3-Reasoning-14B-IT-i1-GGUF/resolve/main/MedicalQwen3-Reasoning-14B-IT.i1-IQ4_NL.gguf) | i1-IQ4_NL | 8.6 | prefer IQ4_XS |
+| [GGUF](https://huggingface.co/mradermacher/MedicalQwen3-Reasoning-14B-IT-i1-GGUF/resolve/main/MedicalQwen3-Reasoning-14B-IT.i1-Q4_0.gguf) | i1-Q4_0 | 8.6 | fast, low quality |
+| [GGUF](https://huggingface.co/mradermacher/MedicalQwen3-Reasoning-14B-IT-i1-GGUF/resolve/main/MedicalQwen3-Reasoning-14B-IT.i1-Q4_K_S.gguf) | i1-Q4_K_S | 8.7 | optimal size/speed/quality |
+| [GGUF](https://huggingface.co/mradermacher/MedicalQwen3-Reasoning-14B-IT-i1-GGUF/resolve/main/MedicalQwen3-Reasoning-14B-IT.i1-Q4_K_M.gguf) | i1-Q4_K_M | 9.1 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/MedicalQwen3-Reasoning-14B-IT-i1-GGUF/resolve/main/MedicalQwen3-Reasoning-14B-IT.i1-Q4_1.gguf) | i1-Q4_1 | 9.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/MedicalQwen3-Reasoning-14B-IT-i1-GGUF/resolve/main/MedicalQwen3-Reasoning-14B-IT.i1-Q5_K_S.gguf) | i1-Q5_K_S | 10.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/MedicalQwen3-Reasoning-14B-IT-i1-GGUF/resolve/main/MedicalQwen3-Reasoning-14B-IT.i1-Q5_K_M.gguf) | i1-Q5_K_M | 10.6 |  |
+| [GGUF](https://huggingface.co/mradermacher/MedicalQwen3-Reasoning-14B-IT-i1-GGUF/resolve/main/MedicalQwen3-Reasoning-14B-IT.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 -->