commit 4afb50881a2913c6dd3d5699e700f58f69e25b43 Author: ModelHub XC Date: Wed Jun 3 15:20:18 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/TinyToolUse-Qwen2-0.5B-Calculator-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..cbfdc87 --- /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 +TinyToolUse-Qwen2-0.5B-Calculator.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +TinyToolUse-Qwen2-0.5B-Calculator.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +TinyToolUse-Qwen2-0.5B-Calculator.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +TinyToolUse-Qwen2-0.5B-Calculator.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TinyToolUse-Qwen2-0.5B-Calculator.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TinyToolUse-Qwen2-0.5B-Calculator.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TinyToolUse-Qwen2-0.5B-Calculator.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TinyToolUse-Qwen2-0.5B-Calculator.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TinyToolUse-Qwen2-0.5B-Calculator.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TinyToolUse-Qwen2-0.5B-Calculator.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +TinyToolUse-Qwen2-0.5B-Calculator.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +TinyToolUse-Qwen2-0.5B-Calculator.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..45d5d60 --- /dev/null +++ b/README.md @@ -0,0 +1,76 @@ +--- +base_model: Alogotron/TinyToolUse-Qwen2-0.5B-Calculator +language: +- en +library_name: transformers +license: mit +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- tool-use +- function-calling +- calculator +- tiny-tool-use +- bagel-labs +- fine-tuned +--- +## About + + + + + + +static quants of https://huggingface.co/Alogotron/TinyToolUse-Qwen2-0.5B-Calculator + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#TinyToolUse-Qwen2-0.5B-Calculator-GGUF).*** + +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/TinyToolUse-Qwen2-0.5B-Calculator-GGUF/resolve/main/TinyToolUse-Qwen2-0.5B-Calculator.Q3_K_S.gguf) | Q3_K_S | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/TinyToolUse-Qwen2-0.5B-Calculator-GGUF/resolve/main/TinyToolUse-Qwen2-0.5B-Calculator.Q2_K.gguf) | Q2_K | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/TinyToolUse-Qwen2-0.5B-Calculator-GGUF/resolve/main/TinyToolUse-Qwen2-0.5B-Calculator.IQ4_XS.gguf) | IQ4_XS | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/TinyToolUse-Qwen2-0.5B-Calculator-GGUF/resolve/main/TinyToolUse-Qwen2-0.5B-Calculator.Q3_K_M.gguf) | Q3_K_M | 0.5 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/TinyToolUse-Qwen2-0.5B-Calculator-GGUF/resolve/main/TinyToolUse-Qwen2-0.5B-Calculator.Q3_K_L.gguf) | Q3_K_L | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/TinyToolUse-Qwen2-0.5B-Calculator-GGUF/resolve/main/TinyToolUse-Qwen2-0.5B-Calculator.Q4_K_S.gguf) | Q4_K_S | 0.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/TinyToolUse-Qwen2-0.5B-Calculator-GGUF/resolve/main/TinyToolUse-Qwen2-0.5B-Calculator.Q4_K_M.gguf) | Q4_K_M | 0.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/TinyToolUse-Qwen2-0.5B-Calculator-GGUF/resolve/main/TinyToolUse-Qwen2-0.5B-Calculator.Q5_K_S.gguf) | Q5_K_S | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/TinyToolUse-Qwen2-0.5B-Calculator-GGUF/resolve/main/TinyToolUse-Qwen2-0.5B-Calculator.Q5_K_M.gguf) | Q5_K_M | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/TinyToolUse-Qwen2-0.5B-Calculator-GGUF/resolve/main/TinyToolUse-Qwen2-0.5B-Calculator.Q6_K.gguf) | Q6_K | 0.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/TinyToolUse-Qwen2-0.5B-Calculator-GGUF/resolve/main/TinyToolUse-Qwen2-0.5B-Calculator.Q8_0.gguf) | Q8_0 | 0.6 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/TinyToolUse-Qwen2-0.5B-Calculator-GGUF/resolve/main/TinyToolUse-Qwen2-0.5B-Calculator.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. + + diff --git a/TinyToolUse-Qwen2-0.5B-Calculator.IQ4_XS.gguf b/TinyToolUse-Qwen2-0.5B-Calculator.IQ4_XS.gguf new file mode 100644 index 0000000..c6317c2 --- /dev/null +++ b/TinyToolUse-Qwen2-0.5B-Calculator.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd03fc339f696352313d1354d423a8a11a54e45fd5a78213c5a78648548ca70d +size 351164320 diff --git a/TinyToolUse-Qwen2-0.5B-Calculator.Q2_K.gguf b/TinyToolUse-Qwen2-0.5B-Calculator.Q2_K.gguf new file mode 100644 index 0000000..2d382ee --- /dev/null +++ b/TinyToolUse-Qwen2-0.5B-Calculator.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d2588971af711a7ef8a44a66b0bbc553f311f3ab68434f9de604587fa5c0695a +size 338326432 diff --git a/TinyToolUse-Qwen2-0.5B-Calculator.Q3_K_L.gguf b/TinyToolUse-Qwen2-0.5B-Calculator.Q3_K_L.gguf new file mode 100644 index 0000000..e9d8155 --- /dev/null +++ b/TinyToolUse-Qwen2-0.5B-Calculator.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a69f1525850c677f88c3e7742bbc243c1129b245ff105d1d712693afefeb86a5 +size 369077152 diff --git a/TinyToolUse-Qwen2-0.5B-Calculator.Q3_K_M.gguf b/TinyToolUse-Qwen2-0.5B-Calculator.Q3_K_M.gguf new file mode 100644 index 0000000..1242b6f --- /dev/null +++ b/TinyToolUse-Qwen2-0.5B-Calculator.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:34933b6658612dc2e5831e46f772116bd9b0b819435f6b232ede9851b48b6d4c +size 355185568 diff --git a/TinyToolUse-Qwen2-0.5B-Calculator.Q3_K_S.gguf b/TinyToolUse-Qwen2-0.5B-Calculator.Q3_K_S.gguf new file mode 100644 index 0000000..6df7d9a --- /dev/null +++ b/TinyToolUse-Qwen2-0.5B-Calculator.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be00d4db535d7c259039c2e24647e6e62e6b94472d208d64862cb8911bed10bb +size 337982368 diff --git a/TinyToolUse-Qwen2-0.5B-Calculator.Q4_K_M.gguf b/TinyToolUse-Qwen2-0.5B-Calculator.Q4_K_M.gguf new file mode 100644 index 0000000..947d437 --- /dev/null +++ b/TinyToolUse-Qwen2-0.5B-Calculator.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff3c52fc7386e37917cfdbe3319951850eb893175f2e0404d434b9a90734bbaa +size 397526944 diff --git a/TinyToolUse-Qwen2-0.5B-Calculator.Q4_K_S.gguf b/TinyToolUse-Qwen2-0.5B-Calculator.Q4_K_S.gguf new file mode 100644 index 0000000..44ec722 --- /dev/null +++ b/TinyToolUse-Qwen2-0.5B-Calculator.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:13aaacc256be67f6b377e8cdc229aca7e0ffa36b102cdac716a736615205b195 +size 385190816 diff --git a/TinyToolUse-Qwen2-0.5B-Calculator.Q5_K_M.gguf b/TinyToolUse-Qwen2-0.5B-Calculator.Q5_K_M.gguf new file mode 100644 index 0000000..adbe104 --- /dev/null +++ b/TinyToolUse-Qwen2-0.5B-Calculator.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:57a6d49e261960d9b31227a40302d6d834ee1dd3efa9b5e29dd264265dd2618c +size 419805088 diff --git a/TinyToolUse-Qwen2-0.5B-Calculator.Q5_K_S.gguf b/TinyToolUse-Qwen2-0.5B-Calculator.Q5_K_S.gguf new file mode 100644 index 0000000..eabcadd --- /dev/null +++ b/TinyToolUse-Qwen2-0.5B-Calculator.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:36c2dd9230d8a0fb98f22caef11069a5230dbedfe9abdbc3e41bc91923e4ec0b +size 412429216 diff --git a/TinyToolUse-Qwen2-0.5B-Calculator.Q6_K.gguf b/TinyToolUse-Qwen2-0.5B-Calculator.Q6_K.gguf new file mode 100644 index 0000000..e492d2e --- /dev/null +++ b/TinyToolUse-Qwen2-0.5B-Calculator.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ea6f5325bd4e4fdb1ec81e8c8e90d889d56aa2936ad0f2006cb284f836735891 +size 505455520 diff --git a/TinyToolUse-Qwen2-0.5B-Calculator.Q8_0.gguf b/TinyToolUse-Qwen2-0.5B-Calculator.Q8_0.gguf new file mode 100644 index 0000000..144cc7c --- /dev/null +++ b/TinyToolUse-Qwen2-0.5B-Calculator.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4968219261f1e2f9965eca1fcbc3da5d5bfd9eda06f7249681d7aa445e7251f1 +size 530787232 diff --git a/TinyToolUse-Qwen2-0.5B-Calculator.f16.gguf b/TinyToolUse-Qwen2-0.5B-Calculator.f16.gguf new file mode 100644 index 0000000..ae393ad --- /dev/null +++ b/TinyToolUse-Qwen2-0.5B-Calculator.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d20f64600498c11ead338dab60698d0f81ecbc380157deed01848d48724e0210 +size 993635616