commit 3335a61b7f7ac867d7b4bed694a2aafadab06d6b Author: ModelHub XC Date: Tue Apr 14 17:27:01 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/qwen2-0.5b_numina_math-instruct-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..53d7257 --- /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 +*.bin.* filter=lfs diff=lfs merge=lfs -text +*.bz2 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 +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack 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 +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +saved_model/**/* 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 +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zstandard filter=lfs diff=lfs merge=lfs -text +*.tfevents* filter=lfs diff=lfs merge=lfs -text +*.db* filter=lfs diff=lfs merge=lfs -text +*.ark* filter=lfs diff=lfs merge=lfs -text +**/*ckpt*data* filter=lfs diff=lfs merge=lfs -text +**/*ckpt*.meta filter=lfs diff=lfs merge=lfs -text +**/*ckpt*.index filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.gguf* filter=lfs diff=lfs merge=lfs -text +*.ggml filter=lfs diff=lfs merge=lfs -text +*.llamafile* filter=lfs diff=lfs merge=lfs -text +*.pt2 filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..3cb7524 --- /dev/null +++ b/README.md @@ -0,0 +1,76 @@ +--- +base_model: xsanskarx/qwen2-0.5b_numina_math-instruct +datasets: +- AI-MO/NuminaMath-CoT +language: +- en +library_name: transformers +license: cc-by-4.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- text-generation-inference +- chat +- qwen2 +- conversational +- math +- maths +- unsloth +- trl +- sft +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/xsanskarx/qwen2-0.5b_numina_math-instruct + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#qwen2-0.5b_numina_math-instruct-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/qwen2-0.5b_numina_math-instruct-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://www.modelscope.cn/models/mradermacher/qwen2-0.5b_numina_math-instruct-i1-GGUF/resolve/master/qwen2-0.5b_numina_math-instruct.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.4 | | +| [GGUF](https://www.modelscope.cn/models/mradermacher/qwen2-0.5b_numina_math-instruct-i1-GGUF/resolve/master/qwen2-0.5b_numina_math-instruct.i1-IQ3_XS.gguf) | i1-IQ3_XS | 0.4 | | +| [GGUF](https://www.modelscope.cn/models/mradermacher/qwen2-0.5b_numina_math-instruct-i1-GGUF/resolve/master/qwen2-0.5b_numina_math-instruct.i1-IQ4_XS.gguf) | i1-IQ4_XS | 0.4 | | +| [GGUF](https://www.modelscope.cn/models/mradermacher/qwen2-0.5b_numina_math-instruct-i1-GGUF/resolve/master/qwen2-0.5b_numina_math-instruct.i1-Q4_K_M.gguf) | i1-Q4_K_M | 0.5 | fast, recommended | +| [GGUF](https://www.modelscope.cn/models/mradermacher/qwen2-0.5b_numina_math-instruct-i1-GGUF/resolve/master/qwen2-0.5b_numina_math-instruct.i1-Q5_K_M.gguf) | i1-Q5_K_M | 0.5 | | +| [GGUF](https://www.modelscope.cn/models/mradermacher/qwen2-0.5b_numina_math-instruct-i1-GGUF/resolve/master/qwen2-0.5b_numina_math-instruct.i1-Q6_K.gguf) | i1-Q6_K | 0.6 | practically like static Q6_K | + +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/qwen2-0.5b_numina_math-instruct.i1-IQ2_XS.gguf b/qwen2-0.5b_numina_math-instruct.i1-IQ2_XS.gguf new file mode 100644 index 0000000..0f5e4b3 --- /dev/null +++ b/qwen2-0.5b_numina_math-instruct.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9fe0dd18a2bee1850bbd81db8045f383d4f5f2ff67cdd7c2aa3cf4b2ed8067a9 +size 324407904 diff --git a/qwen2-0.5b_numina_math-instruct.i1-IQ3_XS.gguf b/qwen2-0.5b_numina_math-instruct.i1-IQ3_XS.gguf new file mode 100644 index 0000000..4fcd755 --- /dev/null +++ b/qwen2-0.5b_numina_math-instruct.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3cb01a7bf73f8e1d486209e61656af1b1f821bdbfe9e9b8328992f43c8115fca +size 338605920 diff --git a/qwen2-0.5b_numina_math-instruct.i1-IQ4_XS.gguf b/qwen2-0.5b_numina_math-instruct.i1-IQ4_XS.gguf new file mode 100644 index 0000000..b08cd9d --- /dev/null +++ b/qwen2-0.5b_numina_math-instruct.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d85e875000685e84e086d4ea4f2e745299647c79b2fe75dccc0ed5880d73962a +size 349400928 diff --git a/qwen2-0.5b_numina_math-instruct.i1-Q4_K_M.gguf b/qwen2-0.5b_numina_math-instruct.i1-Q4_K_M.gguf new file mode 100644 index 0000000..6966ec8 --- /dev/null +++ b/qwen2-0.5b_numina_math-instruct.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8dcca8a57a4220d9aafc0976bdf115783e25251acfde075fd2e9a5ca50ca5167 +size 397806432 diff --git a/qwen2-0.5b_numina_math-instruct.i1-Q5_K_M.gguf b/qwen2-0.5b_numina_math-instruct.i1-Q5_K_M.gguf new file mode 100644 index 0000000..fff605e --- /dev/null +++ b/qwen2-0.5b_numina_math-instruct.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:49a727117ac18fe1d0b2ec4cf76cdce4e27f160bac3db3ff97d351b77e19848a +size 420084576 diff --git a/qwen2-0.5b_numina_math-instruct.i1-Q6_K.gguf b/qwen2-0.5b_numina_math-instruct.i1-Q6_K.gguf new file mode 100644 index 0000000..f28b750 --- /dev/null +++ b/qwen2-0.5b_numina_math-instruct.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:df52a7ef883c0f889e50dc6504920d2d41866b7e2bd0a8f8e9cc5960f944f0a4 +size 505735008