commit b74af8c1c98417043925edebdc512840fc9a1568 Author: ModelHub XC Date: Thu Oct 1 10:28:14 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640-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..08dfae1 --- /dev/null +++ b/README.md @@ -0,0 +1,64 @@ +--- +base_model: alvinming/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640 +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: [] +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/alvinming/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640 + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640-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/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640-i1-GGUF/resolve/master/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.6 | | +| [GGUF](https://www.modelscope.cn/models/mradermacher/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640-i1-GGUF/resolve/master/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.4 | | +| [GGUF](https://www.modelscope.cn/models/mradermacher/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640-i1-GGUF/resolve/master/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.3 | | +| [GGUF](https://www.modelscope.cn/models/mradermacher/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640-i1-GGUF/resolve/master/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640.i1-Q4_K_M.gguf) | i1-Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://www.modelscope.cn/models/mradermacher/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640-i1-GGUF/resolve/master/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.5 | | +| [GGUF](https://www.modelscope.cn/models/mradermacher/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640-i1-GGUF/resolve/master/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640.i1-Q6_K.gguf) | i1-Q6_K | 6.4 | 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/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640.i1-IQ2_XS.gguf b/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640.i1-IQ2_XS.gguf new file mode 100644 index 0000000..975362f --- /dev/null +++ b/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f206f84cb5c88ec07918dd8fff8e9f333f35d48f12b87c988ae16686a8f2b0e2 +size 2469022464 diff --git a/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640.i1-IQ3_XS.gguf b/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640.i1-IQ3_XS.gguf new file mode 100644 index 0000000..d03a96f --- /dev/null +++ b/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bf28bb6954dc09633219733accb7b5c29d57f91ff0c4fa6a178bfa0220b6623a +size 3346256640 diff --git a/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640.i1-IQ4_XS.gguf b/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640.i1-IQ4_XS.gguf new file mode 100644 index 0000000..63ec747 --- /dev/null +++ b/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be8f3ce1fc8fa59750c657c15ae9f27471f1bb42ec6738f05c55fd9f5b63420a +size 4218473216 diff --git a/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640.i1-Q4_K_M.gguf b/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640.i1-Q4_K_M.gguf new file mode 100644 index 0000000..facda30 --- /dev/null +++ b/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d2a78f856495bba54035024e0fed606f0bed2422d27bc3f31e3c786ac4b24d7 +size 4683074304 diff --git a/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640.i1-Q5_K_M.gguf b/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640.i1-Q5_K_M.gguf new file mode 100644 index 0000000..e00745d --- /dev/null +++ b/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2af11c16f38ec85519d066c0f9a90c237b348f048db8eefcbbaa6ac9fef40648 +size 5444832000 diff --git a/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640.i1-Q6_K.gguf b/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640.i1-Q6_K.gguf new file mode 100644 index 0000000..6d0a306 --- /dev/null +++ b/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2-step640.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5eb1b605372b2f64584799227affc40997bf92a8140d1591c60bd775d8de6788 +size 6254199552