From 7fc334e772144c670510e55020de8d7661a4ad77 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 23 Jul 2026 07:11:09 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: mradermacher/Qwen2-0.5B-ORPOSQL-GGUF Source: Original Platform --- .gitattributes | 48 +++++++++++++++++++++++ Qwen2-0.5B-ORPOSQL.IQ4_XS.gguf | 3 ++ Qwen2-0.5B-ORPOSQL.Q2_K.gguf | 3 ++ Qwen2-0.5B-ORPOSQL.Q3_K_L.gguf | 3 ++ Qwen2-0.5B-ORPOSQL.Q3_K_M.gguf | 3 ++ Qwen2-0.5B-ORPOSQL.Q3_K_S.gguf | 3 ++ Qwen2-0.5B-ORPOSQL.Q4_0_4_4.gguf | 3 ++ Qwen2-0.5B-ORPOSQL.Q4_K_M.gguf | 3 ++ Qwen2-0.5B-ORPOSQL.Q4_K_S.gguf | 3 ++ Qwen2-0.5B-ORPOSQL.Q5_K_M.gguf | 3 ++ Qwen2-0.5B-ORPOSQL.Q5_K_S.gguf | 3 ++ Qwen2-0.5B-ORPOSQL.Q6_K.gguf | 3 ++ Qwen2-0.5B-ORPOSQL.Q8_0.gguf | 3 ++ Qwen2-0.5B-ORPOSQL.f16.gguf | 3 ++ README.md | 67 ++++++++++++++++++++++++++++++++ 15 files changed, 154 insertions(+) create mode 100644 .gitattributes create mode 100644 Qwen2-0.5B-ORPOSQL.IQ4_XS.gguf create mode 100644 Qwen2-0.5B-ORPOSQL.Q2_K.gguf create mode 100644 Qwen2-0.5B-ORPOSQL.Q3_K_L.gguf create mode 100644 Qwen2-0.5B-ORPOSQL.Q3_K_M.gguf create mode 100644 Qwen2-0.5B-ORPOSQL.Q3_K_S.gguf create mode 100644 Qwen2-0.5B-ORPOSQL.Q4_0_4_4.gguf create mode 100644 Qwen2-0.5B-ORPOSQL.Q4_K_M.gguf create mode 100644 Qwen2-0.5B-ORPOSQL.Q4_K_S.gguf create mode 100644 Qwen2-0.5B-ORPOSQL.Q5_K_M.gguf create mode 100644 Qwen2-0.5B-ORPOSQL.Q5_K_S.gguf create mode 100644 Qwen2-0.5B-ORPOSQL.Q6_K.gguf create mode 100644 Qwen2-0.5B-ORPOSQL.Q8_0.gguf create mode 100644 Qwen2-0.5B-ORPOSQL.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..2f9aa99 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,48 @@ +*.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-ORPOSQL.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-ORPOSQL.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-ORPOSQL.f16.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-ORPOSQL.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-ORPOSQL.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-ORPOSQL.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-ORPOSQL.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-ORPOSQL.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-ORPOSQL.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-ORPOSQL.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-ORPOSQL.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-ORPOSQL.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-0.5B-ORPOSQL.Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Qwen2-0.5B-ORPOSQL.IQ4_XS.gguf b/Qwen2-0.5B-ORPOSQL.IQ4_XS.gguf new file mode 100644 index 0000000..7f2de0a --- /dev/null +++ b/Qwen2-0.5B-ORPOSQL.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:75ba4196b60c28660dc81298b3e690b46b02655fc1a7b2e2c0131b061569b952 +size 351443552 diff --git a/Qwen2-0.5B-ORPOSQL.Q2_K.gguf b/Qwen2-0.5B-ORPOSQL.Q2_K.gguf new file mode 100644 index 0000000..88f10f2 --- /dev/null +++ b/Qwen2-0.5B-ORPOSQL.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:959fd55c4e2cc1c5da7012e23a8d3a941f12a6403340045d455fe073d113ee9a +size 338605664 diff --git a/Qwen2-0.5B-ORPOSQL.Q3_K_L.gguf b/Qwen2-0.5B-ORPOSQL.Q3_K_L.gguf new file mode 100644 index 0000000..0d5f4cb --- /dev/null +++ b/Qwen2-0.5B-ORPOSQL.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1fa247444c2f643e4c9e261cbd9e18fdf584c8e56acde88a43342c524479ed80 +size 369356384 diff --git a/Qwen2-0.5B-ORPOSQL.Q3_K_M.gguf b/Qwen2-0.5B-ORPOSQL.Q3_K_M.gguf new file mode 100644 index 0000000..970ff03 --- /dev/null +++ b/Qwen2-0.5B-ORPOSQL.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ace2f53d6deecacc91cc8a5e61e0cfdd0e44a84fe61ece2923066ae035af4a2 +size 355464800 diff --git a/Qwen2-0.5B-ORPOSQL.Q3_K_S.gguf b/Qwen2-0.5B-ORPOSQL.Q3_K_S.gguf new file mode 100644 index 0000000..f330d18 --- /dev/null +++ b/Qwen2-0.5B-ORPOSQL.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c37cf6cb2b0f5a3dc9faa8e24a0dd3c9c14e49b169fb4ca1355ddd00d45ff5d3 +size 338261600 diff --git a/Qwen2-0.5B-ORPOSQL.Q4_0_4_4.gguf b/Qwen2-0.5B-ORPOSQL.Q4_0_4_4.gguf new file mode 100644 index 0000000..2076415 --- /dev/null +++ b/Qwen2-0.5B-ORPOSQL.Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad87147ff8cc35e570fb223b25361622ab236d7ce9d7b1914a4c31f605af5214 +size 352153184 diff --git a/Qwen2-0.5B-ORPOSQL.Q4_K_M.gguf b/Qwen2-0.5B-ORPOSQL.Q4_K_M.gguf new file mode 100644 index 0000000..3ff94d9 --- /dev/null +++ b/Qwen2-0.5B-ORPOSQL.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6d1fbe43cbe71ce3a4c32e6831b04ece6bcfcbf061cf772bdd6e223931ac1f81 +size 397806176 diff --git a/Qwen2-0.5B-ORPOSQL.Q4_K_S.gguf b/Qwen2-0.5B-ORPOSQL.Q4_K_S.gguf new file mode 100644 index 0000000..52d0f99 --- /dev/null +++ b/Qwen2-0.5B-ORPOSQL.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1611e1253d782b3cefb2bb3146911101b24585c5209b5bae7b063b00c2d1f272 +size 385470048 diff --git a/Qwen2-0.5B-ORPOSQL.Q5_K_M.gguf b/Qwen2-0.5B-ORPOSQL.Q5_K_M.gguf new file mode 100644 index 0000000..5ddda3d --- /dev/null +++ b/Qwen2-0.5B-ORPOSQL.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5ed367dbd63f4d05e1e6d1acae9702c38fdc109e00ec0197be8b0b5761aa8e5a +size 420084320 diff --git a/Qwen2-0.5B-ORPOSQL.Q5_K_S.gguf b/Qwen2-0.5B-ORPOSQL.Q5_K_S.gguf new file mode 100644 index 0000000..fbb24b1 --- /dev/null +++ b/Qwen2-0.5B-ORPOSQL.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f3c46c8078d0226044e31e486ba1573847fe1ad87f0ab5d947c5a1bde1745d77 +size 412708448 diff --git a/Qwen2-0.5B-ORPOSQL.Q6_K.gguf b/Qwen2-0.5B-ORPOSQL.Q6_K.gguf new file mode 100644 index 0000000..c8a9790 --- /dev/null +++ b/Qwen2-0.5B-ORPOSQL.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a1c2572340bb5553c9df3202454271aef4a0ea727c70a73711814228e4ba3911 +size 505734752 diff --git a/Qwen2-0.5B-ORPOSQL.Q8_0.gguf b/Qwen2-0.5B-ORPOSQL.Q8_0.gguf new file mode 100644 index 0000000..54a5f82 --- /dev/null +++ b/Qwen2-0.5B-ORPOSQL.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7f8f86853907e79416dbb18db44921d72a68eb7de82c3b7c81731ae942d0b152 +size 531066464 diff --git a/Qwen2-0.5B-ORPOSQL.f16.gguf b/Qwen2-0.5B-ORPOSQL.f16.gguf new file mode 100644 index 0000000..a303b24 --- /dev/null +++ b/Qwen2-0.5B-ORPOSQL.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a3cb972230c6182cbe072f0f13e202d58400687c3749707f99b5b7d86c379d38 +size 994155104 diff --git a/README.md b/README.md new file mode 100644 index 0000000..c4a853e --- /dev/null +++ b/README.md @@ -0,0 +1,67 @@ +--- +base_model: mjerome89/Qwen2-0.5B-ORPOSQL +datasets: +- mjerome89/ORPRO-Spider-SQL +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/mjerome89/Qwen2-0.5B-ORPOSQL + + +weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion. +## 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-ORPOSQL-GGUF/resolve/main/Qwen2-0.5B-ORPOSQL.Q3_K_S.gguf) | Q3_K_S | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-ORPOSQL-GGUF/resolve/main/Qwen2-0.5B-ORPOSQL.Q2_K.gguf) | Q2_K | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-ORPOSQL-GGUF/resolve/main/Qwen2-0.5B-ORPOSQL.IQ4_XS.gguf) | IQ4_XS | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-ORPOSQL-GGUF/resolve/main/Qwen2-0.5B-ORPOSQL.Q4_0_4_4.gguf) | Q4_0_4_4 | 0.5 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-ORPOSQL-GGUF/resolve/main/Qwen2-0.5B-ORPOSQL.Q3_K_M.gguf) | Q3_K_M | 0.5 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-ORPOSQL-GGUF/resolve/main/Qwen2-0.5B-ORPOSQL.Q3_K_L.gguf) | Q3_K_L | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-ORPOSQL-GGUF/resolve/main/Qwen2-0.5B-ORPOSQL.Q4_K_S.gguf) | Q4_K_S | 0.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-ORPOSQL-GGUF/resolve/main/Qwen2-0.5B-ORPOSQL.Q4_K_M.gguf) | Q4_K_M | 0.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-ORPOSQL-GGUF/resolve/main/Qwen2-0.5B-ORPOSQL.Q5_K_S.gguf) | Q5_K_S | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-ORPOSQL-GGUF/resolve/main/Qwen2-0.5B-ORPOSQL.Q5_K_M.gguf) | Q5_K_M | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-ORPOSQL-GGUF/resolve/main/Qwen2-0.5B-ORPOSQL.Q6_K.gguf) | Q6_K | 0.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-ORPOSQL-GGUF/resolve/main/Qwen2-0.5B-ORPOSQL.Q8_0.gguf) | Q8_0 | 0.6 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-0.5B-ORPOSQL-GGUF/resolve/main/Qwen2-0.5B-ORPOSQL.f16.gguf) | f16 | 1.1 | 16 bpw, overkill | + +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. + +