From 4e5c8af31d0e2daeaedaa3db2395166a4d1ba305 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Mon, 25 May 2026 00:48:16 +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/LLMBG-ToolUse-9B-v1.0-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++++++ LLMBG-ToolUse-9B-v1.0.IQ4_XS.gguf | 3 ++ LLMBG-ToolUse-9B-v1.0.Q2_K.gguf | 3 ++ LLMBG-ToolUse-9B-v1.0.Q3_K_L.gguf | 3 ++ LLMBG-ToolUse-9B-v1.0.Q3_K_M.gguf | 3 ++ LLMBG-ToolUse-9B-v1.0.Q3_K_S.gguf | 3 ++ LLMBG-ToolUse-9B-v1.0.Q4_K_M.gguf | 3 ++ LLMBG-ToolUse-9B-v1.0.Q4_K_S.gguf | 3 ++ LLMBG-ToolUse-9B-v1.0.Q5_K_M.gguf | 3 ++ LLMBG-ToolUse-9B-v1.0.Q5_K_S.gguf | 3 ++ LLMBG-ToolUse-9B-v1.0.Q6_K.gguf | 3 ++ LLMBG-ToolUse-9B-v1.0.Q8_0.gguf | 3 ++ LLMBG-ToolUse-9B-v1.0.f16.gguf | 3 ++ README.md | 73 +++++++++++++++++++++++++++++++ 14 files changed, 156 insertions(+) create mode 100644 .gitattributes create mode 100644 LLMBG-ToolUse-9B-v1.0.IQ4_XS.gguf create mode 100644 LLMBG-ToolUse-9B-v1.0.Q2_K.gguf create mode 100644 LLMBG-ToolUse-9B-v1.0.Q3_K_L.gguf create mode 100644 LLMBG-ToolUse-9B-v1.0.Q3_K_M.gguf create mode 100644 LLMBG-ToolUse-9B-v1.0.Q3_K_S.gguf create mode 100644 LLMBG-ToolUse-9B-v1.0.Q4_K_M.gguf create mode 100644 LLMBG-ToolUse-9B-v1.0.Q4_K_S.gguf create mode 100644 LLMBG-ToolUse-9B-v1.0.Q5_K_M.gguf create mode 100644 LLMBG-ToolUse-9B-v1.0.Q5_K_S.gguf create mode 100644 LLMBG-ToolUse-9B-v1.0.Q6_K.gguf create mode 100644 LLMBG-ToolUse-9B-v1.0.Q8_0.gguf create mode 100644 LLMBG-ToolUse-9B-v1.0.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..50d2d3f --- /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 +LLMBG-ToolUse-9B-v1.0.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LLMBG-ToolUse-9B-v1.0.f16.gguf filter=lfs diff=lfs merge=lfs -text +LLMBG-ToolUse-9B-v1.0.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +LLMBG-ToolUse-9B-v1.0.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +LLMBG-ToolUse-9B-v1.0.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +LLMBG-ToolUse-9B-v1.0.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LLMBG-ToolUse-9B-v1.0.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LLMBG-ToolUse-9B-v1.0.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +LLMBG-ToolUse-9B-v1.0.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LLMBG-ToolUse-9B-v1.0.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LLMBG-ToolUse-9B-v1.0.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LLMBG-ToolUse-9B-v1.0.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/LLMBG-ToolUse-9B-v1.0.IQ4_XS.gguf b/LLMBG-ToolUse-9B-v1.0.IQ4_XS.gguf new file mode 100644 index 0000000..0a08aba --- /dev/null +++ b/LLMBG-ToolUse-9B-v1.0.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:54ca8447fa431fabfe4858ff1c4b52b73a93289e36656cb36020d3024a480499 +size 5223171264 diff --git a/LLMBG-ToolUse-9B-v1.0.Q2_K.gguf b/LLMBG-ToolUse-9B-v1.0.Q2_K.gguf new file mode 100644 index 0000000..fe5dd9e --- /dev/null +++ b/LLMBG-ToolUse-9B-v1.0.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3786a8e9bc036ab84e0fecbad622cb833cf27b1f17810e7102133403077a2f9f +size 3805398208 diff --git a/LLMBG-ToolUse-9B-v1.0.Q3_K_L.gguf b/LLMBG-ToolUse-9B-v1.0.Q3_K_L.gguf new file mode 100644 index 0000000..7158dd8 --- /dev/null +++ b/LLMBG-ToolUse-9B-v1.0.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1abd9c76a2e731aca00fc5e15478776ab369d2cbe4de6d33d9d34a0d8100c33a +size 5132453056 diff --git a/LLMBG-ToolUse-9B-v1.0.Q3_K_M.gguf b/LLMBG-ToolUse-9B-v1.0.Q3_K_M.gguf new file mode 100644 index 0000000..17089b9 --- /dev/null +++ b/LLMBG-ToolUse-9B-v1.0.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c78506dce1cd82b1d832de3272abede08db33be2d2ecfd0bb39011a11372b806 +size 4761781440 diff --git a/LLMBG-ToolUse-9B-v1.0.Q3_K_S.gguf b/LLMBG-ToolUse-9B-v1.0.Q3_K_S.gguf new file mode 100644 index 0000000..922c0f9 --- /dev/null +++ b/LLMBG-ToolUse-9B-v1.0.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:30f690ffa440a566e188b5e99cca2cee1feb1757d19a002dc241d6e08fa3f58a +size 4337665216 diff --git a/LLMBG-ToolUse-9B-v1.0.Q4_K_M.gguf b/LLMBG-ToolUse-9B-v1.0.Q4_K_M.gguf new file mode 100644 index 0000000..61a18fd --- /dev/null +++ b/LLMBG-ToolUse-9B-v1.0.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fcb7eafb152902d38ce74437d086066573b34948bf21ff707771d9c24a45b920 +size 5761057984 diff --git a/LLMBG-ToolUse-9B-v1.0.Q4_K_S.gguf b/LLMBG-ToolUse-9B-v1.0.Q4_K_S.gguf new file mode 100644 index 0000000..1e52004 --- /dev/null +++ b/LLMBG-ToolUse-9B-v1.0.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:594417a9fbaab65ac15cf5067b983adfc7ed8fbd112f7efdef059c91866ddb85 +size 5478925504 diff --git a/LLMBG-ToolUse-9B-v1.0.Q5_K_M.gguf b/LLMBG-ToolUse-9B-v1.0.Q5_K_M.gguf new file mode 100644 index 0000000..a14ba72 --- /dev/null +++ b/LLMBG-ToolUse-9B-v1.0.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c126aa1432ed2d83cf8ffb13ec0202a2e8b2fe3d0693c1dfa4893993c781ad0b +size 6647366848 diff --git a/LLMBG-ToolUse-9B-v1.0.Q5_K_S.gguf b/LLMBG-ToolUse-9B-v1.0.Q5_K_S.gguf new file mode 100644 index 0000000..a843a76 --- /dev/null +++ b/LLMBG-ToolUse-9B-v1.0.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:afdb834baf40759c9a56cadb0fefbcced7909e0df9e2be7a7aeb6b9a8ce7576c +size 6483592384 diff --git a/LLMBG-ToolUse-9B-v1.0.Q6_K.gguf b/LLMBG-ToolUse-9B-v1.0.Q6_K.gguf new file mode 100644 index 0000000..1a13f6c --- /dev/null +++ b/LLMBG-ToolUse-9B-v1.0.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:af99480f04f1cac218ff828d4251c082af9d8d9ea6dfdfc921270bde1d471a27 +size 7589070016 diff --git a/LLMBG-ToolUse-9B-v1.0.Q8_0.gguf b/LLMBG-ToolUse-9B-v1.0.Q8_0.gguf new file mode 100644 index 0000000..69d25dd --- /dev/null +++ b/LLMBG-ToolUse-9B-v1.0.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:35fff616594291cd399dcd32f19d53b58abc57762214790d2a0f7e6578210c0b +size 9827148992 diff --git a/LLMBG-ToolUse-9B-v1.0.f16.gguf b/LLMBG-ToolUse-9B-v1.0.f16.gguf new file mode 100644 index 0000000..287fe50 --- /dev/null +++ b/LLMBG-ToolUse-9B-v1.0.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:721f7448903effd9c6a37e317ca242ca7402915a82a9d4ff5045223093d60a80 +size 18490680512 diff --git a/README.md b/README.md new file mode 100644 index 0000000..4198ebb --- /dev/null +++ b/README.md @@ -0,0 +1,73 @@ +--- +base_model: llm-bg/Tucan-9B-v1.0 +language: +- bg +library_name: transformers +license: gemma +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- function_calling +- MCP +- tool_use +--- +## About + + + + + + +static quants of https://huggingface.co/llm-bg/Tucan-9B-v1.0 + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#LLMBG-ToolUse-9B-v1.0-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/LLMBG-ToolUse-9B-v1.0-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/LLMBG-ToolUse-9B-v1.0-GGUF/resolve/main/LLMBG-ToolUse-9B-v1.0.Q2_K.gguf) | Q2_K | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/LLMBG-ToolUse-9B-v1.0-GGUF/resolve/main/LLMBG-ToolUse-9B-v1.0.Q3_K_S.gguf) | Q3_K_S | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/LLMBG-ToolUse-9B-v1.0-GGUF/resolve/main/LLMBG-ToolUse-9B-v1.0.Q3_K_M.gguf) | Q3_K_M | 4.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/LLMBG-ToolUse-9B-v1.0-GGUF/resolve/main/LLMBG-ToolUse-9B-v1.0.Q3_K_L.gguf) | Q3_K_L | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/LLMBG-ToolUse-9B-v1.0-GGUF/resolve/main/LLMBG-ToolUse-9B-v1.0.IQ4_XS.gguf) | IQ4_XS | 5.3 | | +| [GGUF](https://huggingface.co/mradermacher/LLMBG-ToolUse-9B-v1.0-GGUF/resolve/main/LLMBG-ToolUse-9B-v1.0.Q4_K_S.gguf) | Q4_K_S | 5.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/LLMBG-ToolUse-9B-v1.0-GGUF/resolve/main/LLMBG-ToolUse-9B-v1.0.Q4_K_M.gguf) | Q4_K_M | 5.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/LLMBG-ToolUse-9B-v1.0-GGUF/resolve/main/LLMBG-ToolUse-9B-v1.0.Q5_K_S.gguf) | Q5_K_S | 6.6 | | +| [GGUF](https://huggingface.co/mradermacher/LLMBG-ToolUse-9B-v1.0-GGUF/resolve/main/LLMBG-ToolUse-9B-v1.0.Q5_K_M.gguf) | Q5_K_M | 6.7 | | +| [GGUF](https://huggingface.co/mradermacher/LLMBG-ToolUse-9B-v1.0-GGUF/resolve/main/LLMBG-ToolUse-9B-v1.0.Q6_K.gguf) | Q6_K | 7.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/LLMBG-ToolUse-9B-v1.0-GGUF/resolve/main/LLMBG-ToolUse-9B-v1.0.Q8_0.gguf) | Q8_0 | 9.9 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/LLMBG-ToolUse-9B-v1.0-GGUF/resolve/main/LLMBG-ToolUse-9B-v1.0.f16.gguf) | f16 | 18.6 | 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. + +