commit 459a8e2c57be8e4fb5146cde9c3cc0eafb9bc332 Author: ModelHub XC Date: Mon Aug 24 07:05:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Qwen3-4B-QueryBot-SQL-SFT-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..18e62c6 --- /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 +Qwen3-4B-QueryBot-SQL-SFT.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-QueryBot-SQL-SFT.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-QueryBot-SQL-SFT.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-QueryBot-SQL-SFT.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-QueryBot-SQL-SFT.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-QueryBot-SQL-SFT.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-QueryBot-SQL-SFT.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-QueryBot-SQL-SFT.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-QueryBot-SQL-SFT.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-QueryBot-SQL-SFT.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-QueryBot-SQL-SFT.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-4B-QueryBot-SQL-SFT.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Qwen3-4B-QueryBot-SQL-SFT.IQ4_XS.gguf b/Qwen3-4B-QueryBot-SQL-SFT.IQ4_XS.gguf new file mode 100644 index 0000000..4030aa4 --- /dev/null +++ b/Qwen3-4B-QueryBot-SQL-SFT.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c6409c6def8c55fec7c30bc6cc127a42bc13845b2c8edab61c7d0d20d6ad910e +size 2286317344 diff --git a/Qwen3-4B-QueryBot-SQL-SFT.Q2_K.gguf b/Qwen3-4B-QueryBot-SQL-SFT.Q2_K.gguf new file mode 100644 index 0000000..a348f98 --- /dev/null +++ b/Qwen3-4B-QueryBot-SQL-SFT.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:41e5b680ed41de9c48991b289323ba505f231e6595cd8d02118d4f261e98dcd8 +size 1669500704 diff --git a/Qwen3-4B-QueryBot-SQL-SFT.Q3_K_L.gguf b/Qwen3-4B-QueryBot-SQL-SFT.Q3_K_L.gguf new file mode 100644 index 0000000..9a2ff19 --- /dev/null +++ b/Qwen3-4B-QueryBot-SQL-SFT.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f388e8ec27ed52ba6fefacdfd63eb6cb84672a5e6f959a8c6ac235f00e26eee9 +size 2239786784 diff --git a/Qwen3-4B-QueryBot-SQL-SFT.Q3_K_M.gguf b/Qwen3-4B-QueryBot-SQL-SFT.Q3_K_M.gguf new file mode 100644 index 0000000..cd9f683 --- /dev/null +++ b/Qwen3-4B-QueryBot-SQL-SFT.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b550362b86a09d847b4c3e1d752fa72ef2979da1f634ef4935f3e377f26cd1b +size 2075619104 diff --git a/Qwen3-4B-QueryBot-SQL-SFT.Q3_K_S.gguf b/Qwen3-4B-QueryBot-SQL-SFT.Q3_K_S.gguf new file mode 100644 index 0000000..dff601f --- /dev/null +++ b/Qwen3-4B-QueryBot-SQL-SFT.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0b971ac659cb678e73fc157ab67758c7eac14cbcf66a48bd9d31c764760b26e +size 1886998304 diff --git a/Qwen3-4B-QueryBot-SQL-SFT.Q4_K_M.gguf b/Qwen3-4B-QueryBot-SQL-SFT.Q4_K_M.gguf new file mode 100644 index 0000000..30ce519 --- /dev/null +++ b/Qwen3-4B-QueryBot-SQL-SFT.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:33dce0ad4a34a88d53e76d767c804eef54fa06104faffd7daafc4aa0a690e19d +size 2497281824 diff --git a/Qwen3-4B-QueryBot-SQL-SFT.Q4_K_S.gguf b/Qwen3-4B-QueryBot-SQL-SFT.Q4_K_S.gguf new file mode 100644 index 0000000..7c31687 --- /dev/null +++ b/Qwen3-4B-QueryBot-SQL-SFT.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:16c0568ef4bc4a11054140582b322deb0acc5cfb9d3c91bd00356c4005ec3dd8 +size 2383310624 diff --git a/Qwen3-4B-QueryBot-SQL-SFT.Q5_K_M.gguf b/Qwen3-4B-QueryBot-SQL-SFT.Q5_K_M.gguf new file mode 100644 index 0000000..0b3981f --- /dev/null +++ b/Qwen3-4B-QueryBot-SQL-SFT.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aee5d34fe34b4fe03830cde7d8075e84033acd0fbf6b207230864076f75b69dd +size 2889514784 diff --git a/Qwen3-4B-QueryBot-SQL-SFT.Q5_K_S.gguf b/Qwen3-4B-QueryBot-SQL-SFT.Q5_K_S.gguf new file mode 100644 index 0000000..ba7f26d --- /dev/null +++ b/Qwen3-4B-QueryBot-SQL-SFT.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:35cb871881a541816ace252bf0299c1450a0b8c61567783e36d74f101e0e0732 +size 2823712544 diff --git a/Qwen3-4B-QueryBot-SQL-SFT.Q6_K.gguf b/Qwen3-4B-QueryBot-SQL-SFT.Q6_K.gguf new file mode 100644 index 0000000..375877c --- /dev/null +++ b/Qwen3-4B-QueryBot-SQL-SFT.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:211b6b5d6fa1b2f135798cbd5d9f3e00adc6086b6d1688f261b3acf5ce4ce4a0 +size 3306262304 diff --git a/Qwen3-4B-QueryBot-SQL-SFT.Q8_0.gguf b/Qwen3-4B-QueryBot-SQL-SFT.Q8_0.gguf new file mode 100644 index 0000000..7654c47 --- /dev/null +++ b/Qwen3-4B-QueryBot-SQL-SFT.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e9ba1d997d44a0c3838653275f57e6dc6f6cd6e22df139c527a96d9d7a5ce17c +size 4280406304 diff --git a/Qwen3-4B-QueryBot-SQL-SFT.f16.gguf b/Qwen3-4B-QueryBot-SQL-SFT.f16.gguf new file mode 100644 index 0000000..c34bf14 --- /dev/null +++ b/Qwen3-4B-QueryBot-SQL-SFT.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7490c6d50743d16599a860294ff79cb288f273837d93d3827184eaf6a411d7b8 +size 8051286304 diff --git a/README.md b/README.md new file mode 100644 index 0000000..964ad5a --- /dev/null +++ b/README.md @@ -0,0 +1,74 @@ +--- +base_model: Zaynoid/QB-Q3-4B-v1-SFT +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- medical +--- +## About + + + + + + + + + +static quants of https://huggingface.co/Zaynoid/QB-Q3-4B-v1-SFT + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Qwen3-4B-QueryBot-SQL-SFT-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Qwen3-4B-QueryBot-SQL-SFT-i1-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/Qwen3-4B-QueryBot-SQL-SFT-GGUF/resolve/main/Qwen3-4B-QueryBot-SQL-SFT.Q2_K.gguf) | Q2_K | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-QueryBot-SQL-SFT-GGUF/resolve/main/Qwen3-4B-QueryBot-SQL-SFT.Q3_K_S.gguf) | Q3_K_S | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-QueryBot-SQL-SFT-GGUF/resolve/main/Qwen3-4B-QueryBot-SQL-SFT.Q3_K_M.gguf) | Q3_K_M | 2.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-QueryBot-SQL-SFT-GGUF/resolve/main/Qwen3-4B-QueryBot-SQL-SFT.Q3_K_L.gguf) | Q3_K_L | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-QueryBot-SQL-SFT-GGUF/resolve/main/Qwen3-4B-QueryBot-SQL-SFT.IQ4_XS.gguf) | IQ4_XS | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-QueryBot-SQL-SFT-GGUF/resolve/main/Qwen3-4B-QueryBot-SQL-SFT.Q4_K_S.gguf) | Q4_K_S | 2.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-QueryBot-SQL-SFT-GGUF/resolve/main/Qwen3-4B-QueryBot-SQL-SFT.Q4_K_M.gguf) | Q4_K_M | 2.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-QueryBot-SQL-SFT-GGUF/resolve/main/Qwen3-4B-QueryBot-SQL-SFT.Q5_K_S.gguf) | Q5_K_S | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-QueryBot-SQL-SFT-GGUF/resolve/main/Qwen3-4B-QueryBot-SQL-SFT.Q5_K_M.gguf) | Q5_K_M | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-QueryBot-SQL-SFT-GGUF/resolve/main/Qwen3-4B-QueryBot-SQL-SFT.Q6_K.gguf) | Q6_K | 3.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-QueryBot-SQL-SFT-GGUF/resolve/main/Qwen3-4B-QueryBot-SQL-SFT.Q8_0.gguf) | Q8_0 | 4.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-QueryBot-SQL-SFT-GGUF/resolve/main/Qwen3-4B-QueryBot-SQL-SFT.f16.gguf) | f16 | 8.2 | 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. + +