From 4ff1404b726ef9f476ffa375323af5c8e37eaec1 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 5 Jun 2026 00:30:12 +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/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480-i1-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++ README.md | 64 +++++++++++++++++++ ...t4-ds_o2_aug-kl0.01-step480.i1-IQ2_XS.gguf | 3 + ...t4-ds_o2_aug-kl0.01-step480.i1-IQ3_XS.gguf | 3 + ...t4-ds_o2_aug-kl0.01-step480.i1-IQ4_XS.gguf | 3 + ...t4-ds_o2_aug-kl0.01-step480.i1-Q4_K_M.gguf | 3 + ...t4-ds_o2_aug-kl0.01-step480.i1-Q5_K_M.gguf | 3 + ...k-t4-ds_o2_aug-kl0.01-step480.i1-Q6_K.gguf | 3 + 8 files changed, 129 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.i1-IQ2_XS.gguf create mode 100644 es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.i1-IQ3_XS.gguf create mode 100644 es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.i1-IQ4_XS.gguf create mode 100644 es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.i1-Q4_K_M.gguf create mode 100644 es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.i1-Q5_K_M.gguf create mode 100644 es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.i1-Q6_K.gguf 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..ccef65e --- /dev/null +++ b/README.md @@ -0,0 +1,64 @@ +--- +base_model: sparkle-reasoning/SparkleRL-7B-Stage2-aug +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: [] +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/sparkle-reasoning/SparkleRL-7B-Stage2-aug + + + +***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_aug-kl0.01-step480-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480-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_aug-kl0.01-step480-i1-GGUF/resolve/master/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.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_aug-kl0.01-step480-i1-GGUF/resolve/master/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.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_aug-kl0.01-step480-i1-GGUF/resolve/master/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.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_aug-kl0.01-step480-i1-GGUF/resolve/master/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.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_aug-kl0.01-step480-i1-GGUF/resolve/master/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.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_aug-kl0.01-step480-i1-GGUF/resolve/master/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.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_aug-kl0.01-step480.i1-IQ2_XS.gguf b/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.i1-IQ2_XS.gguf new file mode 100644 index 0000000..0c7c8b8 --- /dev/null +++ b/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e83ecbff1845bd010ce6c7759c7df6f6801339d7a60d3cdd0e8d47211ef3ae3 +size 2469022496 diff --git a/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.i1-IQ3_XS.gguf b/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.i1-IQ3_XS.gguf new file mode 100644 index 0000000..eefedad --- /dev/null +++ b/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:559f030495766d7764b12e17a92708d344eee9822feb331890d8c04c82bcf5d2 +size 3346256672 diff --git a/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.i1-IQ4_XS.gguf b/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.i1-IQ4_XS.gguf new file mode 100644 index 0000000..1bb42de --- /dev/null +++ b/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e035c1e0d3dd8e612ae6f73deceb2e99d8318c9282247a917a2a804d462d2b7f +size 4218473248 diff --git a/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.i1-Q4_K_M.gguf b/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.i1-Q4_K_M.gguf new file mode 100644 index 0000000..1ece55f --- /dev/null +++ b/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c82e0bdaf351a8d4dd927284bc10917cf524cdd383e0cf8ed870503e2d82c3a2 +size 4683074336 diff --git a/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.i1-Q5_K_M.gguf b/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.i1-Q5_K_M.gguf new file mode 100644 index 0000000..2b58d3a --- /dev/null +++ b/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e148642f3d65a8b23329dd292563dc6c24d2c330be24c6651c64d573437841b9 +size 5444832032 diff --git a/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.i1-Q6_K.gguf b/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.i1-Q6_K.gguf new file mode 100644 index 0000000..5140380 --- /dev/null +++ b/es-qwen-math-base-7b-3k-stage2-6k-t4-ds_o2_aug-kl0.01-step480.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a828cd0018e63251133139f8f555bf6dc0d276e378c68f6d4d7bb49c7535e1df +size 6254199584