From ef48f3f98cb5f5669d4f2edc38d607a488ab2774 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 7 Oct 2026 08:34:16 +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/nl2sql-7b-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++++++++++++++ README.md | 64 +++++++++++++++++++++++++++++++++++++++++++ nl2sql-7b.IQ4_XS.gguf | 3 ++ nl2sql-7b.Q2_K.gguf | 3 ++ nl2sql-7b.Q3_K_L.gguf | 3 ++ nl2sql-7b.Q3_K_M.gguf | 3 ++ nl2sql-7b.Q3_K_S.gguf | 3 ++ nl2sql-7b.Q4_K_M.gguf | 3 ++ nl2sql-7b.Q4_K_S.gguf | 3 ++ nl2sql-7b.Q5_K_M.gguf | 3 ++ nl2sql-7b.Q5_K_S.gguf | 3 ++ nl2sql-7b.Q6_K.gguf | 3 ++ nl2sql-7b.Q8_0.gguf | 3 ++ nl2sql-7b.f16.gguf | 3 ++ 14 files changed, 147 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 nl2sql-7b.IQ4_XS.gguf create mode 100644 nl2sql-7b.Q2_K.gguf create mode 100644 nl2sql-7b.Q3_K_L.gguf create mode 100644 nl2sql-7b.Q3_K_M.gguf create mode 100644 nl2sql-7b.Q3_K_S.gguf create mode 100644 nl2sql-7b.Q4_K_M.gguf create mode 100644 nl2sql-7b.Q4_K_S.gguf create mode 100644 nl2sql-7b.Q5_K_M.gguf create mode 100644 nl2sql-7b.Q5_K_S.gguf create mode 100644 nl2sql-7b.Q6_K.gguf create mode 100644 nl2sql-7b.Q8_0.gguf create mode 100644 nl2sql-7b.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..6d218ac --- /dev/null +++ b/.gitattributes @@ -0,0 +1,47 @@ +*.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 +nl2sql-7b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +nl2sql-7b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +nl2sql-7b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +nl2sql-7b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +nl2sql-7b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +nl2sql-7b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +nl2sql-7b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +nl2sql-7b.f16.gguf filter=lfs diff=lfs merge=lfs -text +nl2sql-7b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +nl2sql-7b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +nl2sql-7b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +nl2sql-7b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..f6b9459 --- /dev/null +++ b/README.md @@ -0,0 +1,64 @@ +--- +base_model: DMetaSoul/nl2sql-7b +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/DMetaSoul/nl2sql-7b + + +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/nl2sql-7b-GGUF/resolve/main/nl2sql-7b.Q2_K.gguf) | Q2_K | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/nl2sql-7b-GGUF/resolve/main/nl2sql-7b.Q3_K_S.gguf) | Q3_K_S | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/nl2sql-7b-GGUF/resolve/main/nl2sql-7b.Q3_K_M.gguf) | Q3_K_M | 3.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/nl2sql-7b-GGUF/resolve/main/nl2sql-7b.Q3_K_L.gguf) | Q3_K_L | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/nl2sql-7b-GGUF/resolve/main/nl2sql-7b.IQ4_XS.gguf) | IQ4_XS | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/nl2sql-7b-GGUF/resolve/main/nl2sql-7b.Q4_K_S.gguf) | Q4_K_S | 4.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/nl2sql-7b-GGUF/resolve/main/nl2sql-7b.Q4_K_M.gguf) | Q4_K_M | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/nl2sql-7b-GGUF/resolve/main/nl2sql-7b.Q5_K_S.gguf) | Q5_K_S | 4.8 | | +| [GGUF](https://huggingface.co/mradermacher/nl2sql-7b-GGUF/resolve/main/nl2sql-7b.Q5_K_M.gguf) | Q5_K_M | 4.9 | | +| [GGUF](https://huggingface.co/mradermacher/nl2sql-7b-GGUF/resolve/main/nl2sql-7b.Q6_K.gguf) | Q6_K | 5.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/nl2sql-7b-GGUF/resolve/main/nl2sql-7b.Q8_0.gguf) | Q8_0 | 7.3 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/nl2sql-7b-GGUF/resolve/main/nl2sql-7b.f16.gguf) | f16 | 13.6 | 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. 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. + + diff --git a/nl2sql-7b.IQ4_XS.gguf b/nl2sql-7b.IQ4_XS.gguf new file mode 100644 index 0000000..819cd78 --- /dev/null +++ b/nl2sql-7b.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:20fd861fc7c0d347127532b6f76e651c97b441daf70b8e7b9064bdcd57a61671 +size 3647606240 diff --git a/nl2sql-7b.Q2_K.gguf b/nl2sql-7b.Q2_K.gguf new file mode 100644 index 0000000..b2a86e6 --- /dev/null +++ b/nl2sql-7b.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ab976cb970500ed7c64c8f7e3fd11e356d50ddab719f56b0d6b09abeea397cf +size 2532940256 diff --git a/nl2sql-7b.Q3_K_L.gguf b/nl2sql-7b.Q3_K_L.gguf new file mode 100644 index 0000000..2fcff74 --- /dev/null +++ b/nl2sql-7b.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bfd406506658971ea111a3e13d0380705fbeeb11d3c6e516240073bc608fea00 +size 3597194208 diff --git a/nl2sql-7b.Q3_K_M.gguf b/nl2sql-7b.Q3_K_M.gguf new file mode 100644 index 0000000..3767812 --- /dev/null +++ b/nl2sql-7b.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ce29e88029a9ef888077a05fd4bbf4fb075d6c5d16143b5b77dfff42c16e8afa +size 3298087904 diff --git a/nl2sql-7b.Q3_K_S.gguf b/nl2sql-7b.Q3_K_S.gguf new file mode 100644 index 0000000..9cb45c7 --- /dev/null +++ b/nl2sql-7b.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bdc2d5b22b2ae21c5ce049e4193f466cef3acb696ddda1aec48617cc4689eb14 +size 2948387808 diff --git a/nl2sql-7b.Q4_K_M.gguf b/nl2sql-7b.Q4_K_M.gguf new file mode 100644 index 0000000..6c4aa25 --- /dev/null +++ b/nl2sql-7b.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:15be14095016f5bdaa2350814bd45ab8013edf02aea0e8cd38c2f219206b3669 +size 4081096160 diff --git a/nl2sql-7b.Q4_K_S.gguf b/nl2sql-7b.Q4_K_S.gguf new file mode 100644 index 0000000..454650f --- /dev/null +++ b/nl2sql-7b.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:adb730bd768a52bba2c208a6cbe22957a930e57cc137742b058ff21428b55b87 +size 3856831968 diff --git a/nl2sql-7b.Q5_K_M.gguf b/nl2sql-7b.Q5_K_M.gguf new file mode 100644 index 0000000..cc372f8 --- /dev/null +++ b/nl2sql-7b.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:94b74c73b74c32b4f3b823f9fca153a1d88b782a3489a4b782ea13126c26037e +size 4783257056 diff --git a/nl2sql-7b.Q5_K_S.gguf b/nl2sql-7b.Q5_K_S.gguf new file mode 100644 index 0000000..6fa4980 --- /dev/null +++ b/nl2sql-7b.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:80d3fa77f8daaf0e055c6db3f96b3dc622c240b9d9b945fe8592fdfb0ec6da01 +size 4651791840 diff --git a/nl2sql-7b.Q6_K.gguf b/nl2sql-7b.Q6_K.gguf new file mode 100644 index 0000000..0c0e94f --- /dev/null +++ b/nl2sql-7b.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d2dba6f25ddaae3cdd204f1d684fd1fa6dbbb937d71f3ae9bf0879ef18bc5f8d +size 5529303008 diff --git a/nl2sql-7b.Q8_0.gguf b/nl2sql-7b.Q8_0.gguf new file mode 100644 index 0000000..143a369 --- /dev/null +++ b/nl2sql-7b.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3f88da72e9251f21912073365db9a7303bd64de886e4b86daeb923908b125c98 +size 7161230304 diff --git a/nl2sql-7b.f16.gguf b/nl2sql-7b.f16.gguf new file mode 100644 index 0000000..faa0c17 --- /dev/null +++ b/nl2sql-7b.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:340215bdcb81cf982327e4a925b4a344b71533408cdce412d5b21aabf839dc84 +size 13478368224