From b82ab0c491767a22836f8eb3da0295af3661f150 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sat, 13 Jun 2026 02:08:15 +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/calculator-agent-qwen3-0.6b-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++ README.md | 71 +++++++++++++++++++++++++ calculator-agent-qwen3-0.6b.IQ4_XS.gguf | 3 ++ calculator-agent-qwen3-0.6b.Q2_K.gguf | 3 ++ calculator-agent-qwen3-0.6b.Q3_K_L.gguf | 3 ++ calculator-agent-qwen3-0.6b.Q3_K_M.gguf | 3 ++ calculator-agent-qwen3-0.6b.Q3_K_S.gguf | 3 ++ calculator-agent-qwen3-0.6b.Q4_K_M.gguf | 3 ++ calculator-agent-qwen3-0.6b.Q4_K_S.gguf | 3 ++ calculator-agent-qwen3-0.6b.Q5_K_M.gguf | 3 ++ calculator-agent-qwen3-0.6b.Q5_K_S.gguf | 3 ++ calculator-agent-qwen3-0.6b.Q6_K.gguf | 3 ++ calculator-agent-qwen3-0.6b.Q8_0.gguf | 3 ++ calculator-agent-qwen3-0.6b.f16.gguf | 3 ++ 14 files changed, 154 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 calculator-agent-qwen3-0.6b.IQ4_XS.gguf create mode 100644 calculator-agent-qwen3-0.6b.Q2_K.gguf create mode 100644 calculator-agent-qwen3-0.6b.Q3_K_L.gguf create mode 100644 calculator-agent-qwen3-0.6b.Q3_K_M.gguf create mode 100644 calculator-agent-qwen3-0.6b.Q3_K_S.gguf create mode 100644 calculator-agent-qwen3-0.6b.Q4_K_M.gguf create mode 100644 calculator-agent-qwen3-0.6b.Q4_K_S.gguf create mode 100644 calculator-agent-qwen3-0.6b.Q5_K_M.gguf create mode 100644 calculator-agent-qwen3-0.6b.Q5_K_S.gguf create mode 100644 calculator-agent-qwen3-0.6b.Q6_K.gguf create mode 100644 calculator-agent-qwen3-0.6b.Q8_0.gguf create mode 100644 calculator-agent-qwen3-0.6b.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a164efd --- /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 +calculator-agent-qwen3-0.6b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +calculator-agent-qwen3-0.6b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +calculator-agent-qwen3-0.6b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +calculator-agent-qwen3-0.6b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +calculator-agent-qwen3-0.6b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +calculator-agent-qwen3-0.6b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +calculator-agent-qwen3-0.6b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +calculator-agent-qwen3-0.6b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +calculator-agent-qwen3-0.6b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +calculator-agent-qwen3-0.6b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +calculator-agent-qwen3-0.6b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +calculator-agent-qwen3-0.6b.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..49afcbc --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: minpeter/calculator-agent-qwen3-0.6b +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/minpeter/calculator-agent-qwen3-0.6b + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#calculator-agent-qwen3-0.6b-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/calculator-agent-qwen3-0.6b-GGUF/resolve/main/calculator-agent-qwen3-0.6b.Q2_K.gguf) | Q2_K | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/calculator-agent-qwen3-0.6b-GGUF/resolve/main/calculator-agent-qwen3-0.6b.Q3_K_S.gguf) | Q3_K_S | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/calculator-agent-qwen3-0.6b-GGUF/resolve/main/calculator-agent-qwen3-0.6b.Q3_K_M.gguf) | Q3_K_M | 0.5 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/calculator-agent-qwen3-0.6b-GGUF/resolve/main/calculator-agent-qwen3-0.6b.Q3_K_L.gguf) | Q3_K_L | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/calculator-agent-qwen3-0.6b-GGUF/resolve/main/calculator-agent-qwen3-0.6b.IQ4_XS.gguf) | IQ4_XS | 0.6 | | +| [GGUF](https://huggingface.co/mradermacher/calculator-agent-qwen3-0.6b-GGUF/resolve/main/calculator-agent-qwen3-0.6b.Q4_K_S.gguf) | Q4_K_S | 0.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/calculator-agent-qwen3-0.6b-GGUF/resolve/main/calculator-agent-qwen3-0.6b.Q4_K_M.gguf) | Q4_K_M | 0.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/calculator-agent-qwen3-0.6b-GGUF/resolve/main/calculator-agent-qwen3-0.6b.Q5_K_S.gguf) | Q5_K_S | 0.6 | | +| [GGUF](https://huggingface.co/mradermacher/calculator-agent-qwen3-0.6b-GGUF/resolve/main/calculator-agent-qwen3-0.6b.Q5_K_M.gguf) | Q5_K_M | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/calculator-agent-qwen3-0.6b-GGUF/resolve/main/calculator-agent-qwen3-0.6b.Q6_K.gguf) | Q6_K | 0.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/calculator-agent-qwen3-0.6b-GGUF/resolve/main/calculator-agent-qwen3-0.6b.Q8_0.gguf) | Q8_0 | 0.9 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/calculator-agent-qwen3-0.6b-GGUF/resolve/main/calculator-agent-qwen3-0.6b.f16.gguf) | f16 | 1.6 | 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. + + diff --git a/calculator-agent-qwen3-0.6b.IQ4_XS.gguf b/calculator-agent-qwen3-0.6b.IQ4_XS.gguf new file mode 100644 index 0000000..805a921 --- /dev/null +++ b/calculator-agent-qwen3-0.6b.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c40d694f2c7c3ba3414aa6e4a0b66b41413bb606374ff921a79963e2b17f544 +size 451930816 diff --git a/calculator-agent-qwen3-0.6b.Q2_K.gguf b/calculator-agent-qwen3-0.6b.Q2_K.gguf new file mode 100644 index 0000000..39b6157 --- /dev/null +++ b/calculator-agent-qwen3-0.6b.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9521287a854dfce170be458e5ad7adcb76c9de8da673542461a8787bd619d0be +size 347288256 diff --git a/calculator-agent-qwen3-0.6b.Q3_K_L.gguf b/calculator-agent-qwen3-0.6b.Q3_K_L.gguf new file mode 100644 index 0000000..1c67135 --- /dev/null +++ b/calculator-agent-qwen3-0.6b.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:841c66cc713b38f1c618fc59174dadfea700591411cc68739913eae4fd56f5b7 +size 435343040 diff --git a/calculator-agent-qwen3-0.6b.Q3_K_M.gguf b/calculator-agent-qwen3-0.6b.Q3_K_M.gguf new file mode 100644 index 0000000..3149840 --- /dev/null +++ b/calculator-agent-qwen3-0.6b.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c6c2ccb1fc1d0939a6ab7b3ee147fd141b7bd3669e11402fe9c5937306375046 +size 413978304 diff --git a/calculator-agent-qwen3-0.6b.Q3_K_S.gguf b/calculator-agent-qwen3-0.6b.Q3_K_S.gguf new file mode 100644 index 0000000..4571ddc --- /dev/null +++ b/calculator-agent-qwen3-0.6b.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9f73d02d8ec60b80de91e80969e1daac32cee8712286270be09937eaf40b784e +size 389926592 diff --git a/calculator-agent-qwen3-0.6b.Q4_K_M.gguf b/calculator-agent-qwen3-0.6b.Q4_K_M.gguf new file mode 100644 index 0000000..1acb83e --- /dev/null +++ b/calculator-agent-qwen3-0.6b.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ecd60c82a199460eb22c6ad3ec61f8e0ef89b1ad7c396051e1f913093ebcbf97 +size 484219584 diff --git a/calculator-agent-qwen3-0.6b.Q4_K_S.gguf b/calculator-agent-qwen3-0.6b.Q4_K_S.gguf new file mode 100644 index 0000000..b4c0610 --- /dev/null +++ b/calculator-agent-qwen3-0.6b.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:44341d4a8e7b2f85448caed2b6af05038363111d3d5e91d3814ee6cb5d98c2d6 +size 470784704 diff --git a/calculator-agent-qwen3-0.6b.Q5_K_M.gguf b/calculator-agent-qwen3-0.6b.Q5_K_M.gguf new file mode 100644 index 0000000..4ebadfe --- /dev/null +++ b/calculator-agent-qwen3-0.6b.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:96cd7b82c22375e61c058f7ceaa5090b6e851f2cdeb597e265c6428cdfd522ff +size 551377600 diff --git a/calculator-agent-qwen3-0.6b.Q5_K_S.gguf b/calculator-agent-qwen3-0.6b.Q5_K_S.gguf new file mode 100644 index 0000000..5548838 --- /dev/null +++ b/calculator-agent-qwen3-0.6b.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71a35743b23ca1a2477cb03360b9ce2802392b08a9d8fabc9ae5e5ebb97c84de +size 543578816 diff --git a/calculator-agent-qwen3-0.6b.Q6_K.gguf b/calculator-agent-qwen3-0.6b.Q6_K.gguf new file mode 100644 index 0000000..8833aab --- /dev/null +++ b/calculator-agent-qwen3-0.6b.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:39e8a38502ab04e8315465eda375dc33fcfc6aec57c22ea2a98aa3b54fec02a5 +size 622732992 diff --git a/calculator-agent-qwen3-0.6b.Q8_0.gguf b/calculator-agent-qwen3-0.6b.Q8_0.gguf new file mode 100644 index 0000000..d59eb16 --- /dev/null +++ b/calculator-agent-qwen3-0.6b.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:18146f7691a3c6fb1221fa5d1701835d83aaa1626188cf77bf2498ebf7052a88 +size 804753088 diff --git a/calculator-agent-qwen3-0.6b.f16.gguf b/calculator-agent-qwen3-0.6b.f16.gguf new file mode 100644 index 0000000..e67673e --- /dev/null +++ b/calculator-agent-qwen3-0.6b.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f33a1978f89dbe76b721e687e5a52f9a2c8396c672fe7d048c4be44abd4bf1db +size 1509347008