commit 72ce4e77f6711e286c351bb89ab0d6174ccc8c37 Author: ModelHub XC Date: Sat May 9 17:50:28 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/O2-Searcher-Qwen2.5-3B-GRPO-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..fd98681 --- /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 +O2-Searcher-Qwen2.5-3B-GRPO.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +O2-Searcher-Qwen2.5-3B-GRPO.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +O2-Searcher-Qwen2.5-3B-GRPO.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +O2-Searcher-Qwen2.5-3B-GRPO.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +O2-Searcher-Qwen2.5-3B-GRPO.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +O2-Searcher-Qwen2.5-3B-GRPO.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +O2-Searcher-Qwen2.5-3B-GRPO.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +O2-Searcher-Qwen2.5-3B-GRPO.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +O2-Searcher-Qwen2.5-3B-GRPO.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +O2-Searcher-Qwen2.5-3B-GRPO.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +O2-Searcher-Qwen2.5-3B-GRPO.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +O2-Searcher-Qwen2.5-3B-GRPO.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/O2-Searcher-Qwen2.5-3B-GRPO.IQ4_XS.gguf b/O2-Searcher-Qwen2.5-3B-GRPO.IQ4_XS.gguf new file mode 100644 index 0000000..1a40c75 --- /dev/null +++ b/O2-Searcher-Qwen2.5-3B-GRPO.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:64c6d3d3c01a6d22d205a0d6d92f8e331415d8ec38935e10a144b643e91c8dde +size 1918491424 diff --git a/O2-Searcher-Qwen2.5-3B-GRPO.Q2_K.gguf b/O2-Searcher-Qwen2.5-3B-GRPO.Q2_K.gguf new file mode 100644 index 0000000..c445f62 --- /dev/null +++ b/O2-Searcher-Qwen2.5-3B-GRPO.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:15455650a9976466cbfc6f12babee0f0dd898e6a18c6ee905e76129f34dff294 +size 1376856864 diff --git a/O2-Searcher-Qwen2.5-3B-GRPO.Q3_K_L.gguf b/O2-Searcher-Qwen2.5-3B-GRPO.Q3_K_L.gguf new file mode 100644 index 0000000..af61ecd --- /dev/null +++ b/O2-Searcher-Qwen2.5-3B-GRPO.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f61e86885908d1771d89f66e740eed4cab5d9372d892fcb54e49fb7e27f9ad4 +size 1841095456 diff --git a/O2-Searcher-Qwen2.5-3B-GRPO.Q3_K_M.gguf b/O2-Searcher-Qwen2.5-3B-GRPO.Q3_K_M.gguf new file mode 100644 index 0000000..8fc5dfd --- /dev/null +++ b/O2-Searcher-Qwen2.5-3B-GRPO.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d9a7a61a5bc0dc1e57bb7ac5e61da7128c8335881d3147710f206275b537b877 +size 1724179232 diff --git a/O2-Searcher-Qwen2.5-3B-GRPO.Q3_K_S.gguf b/O2-Searcher-Qwen2.5-3B-GRPO.Q3_K_S.gguf new file mode 100644 index 0000000..c5b25ae --- /dev/null +++ b/O2-Searcher-Qwen2.5-3B-GRPO.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2e5a7ae96281dc4de780c46d64236e1cd5900486f70dbc08c9570d85de0d670a +size 1588060960 diff --git a/O2-Searcher-Qwen2.5-3B-GRPO.Q4_K_M.gguf b/O2-Searcher-Qwen2.5-3B-GRPO.Q4_K_M.gguf new file mode 100644 index 0000000..cff88f0 --- /dev/null +++ b/O2-Searcher-Qwen2.5-3B-GRPO.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4b0e15bfe22e20cdedf5536f15d296abfa7791712938d2054aadd6de05a8dd88 +size 2104933152 diff --git a/O2-Searcher-Qwen2.5-3B-GRPO.Q4_K_S.gguf b/O2-Searcher-Qwen2.5-3B-GRPO.Q4_K_S.gguf new file mode 100644 index 0000000..aa06e45 --- /dev/null +++ b/O2-Searcher-Qwen2.5-3B-GRPO.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:756e2ef243ac94e3ab927501fd2a1a151df5d2c657f210e030fc5d384fc35072 +size 2009414432 diff --git a/O2-Searcher-Qwen2.5-3B-GRPO.Q5_K_M.gguf b/O2-Searcher-Qwen2.5-3B-GRPO.Q5_K_M.gguf new file mode 100644 index 0000000..70c212f --- /dev/null +++ b/O2-Searcher-Qwen2.5-3B-GRPO.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d84cea7be8ec50a353004eb00864a6d12a2145b223b39864c1185cf50843fc46 +size 2438740768 diff --git a/O2-Searcher-Qwen2.5-3B-GRPO.Q5_K_S.gguf b/O2-Searcher-Qwen2.5-3B-GRPO.Q5_K_S.gguf new file mode 100644 index 0000000..8928012 --- /dev/null +++ b/O2-Searcher-Qwen2.5-3B-GRPO.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad9adb67b27b9a2178b0fc99ebcffcc37c308bfd93a46352346f430f8b2ae5c3 +size 2383592224 diff --git a/O2-Searcher-Qwen2.5-3B-GRPO.Q6_K.gguf b/O2-Searcher-Qwen2.5-3B-GRPO.Q6_K.gguf new file mode 100644 index 0000000..ad3e2ba --- /dev/null +++ b/O2-Searcher-Qwen2.5-3B-GRPO.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fcbf41b1454b72a497334da8300d98658ea57af6fabe7a9cd022d1ca4c6ffd89 +size 2793411360 diff --git a/O2-Searcher-Qwen2.5-3B-GRPO.Q8_0.gguf b/O2-Searcher-Qwen2.5-3B-GRPO.Q8_0.gguf new file mode 100644 index 0000000..5273ae8 --- /dev/null +++ b/O2-Searcher-Qwen2.5-3B-GRPO.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:18dc1306a062ebe3e2e9bcefcf3d0cd7e91b692c66ac59329f606ded1cad2c03 +size 3616088864 diff --git a/O2-Searcher-Qwen2.5-3B-GRPO.f16.gguf b/O2-Searcher-Qwen2.5-3B-GRPO.f16.gguf new file mode 100644 index 0000000..69118ad --- /dev/null +++ b/O2-Searcher-Qwen2.5-3B-GRPO.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b4651e80cb57d50ff3540500e6c29676896ff8aa0e3fc1bba0a5eb3ab425f172 +size 6800646944 diff --git a/README.md b/README.md new file mode 100644 index 0000000..c26bb76 --- /dev/null +++ b/README.md @@ -0,0 +1,63 @@ +--- +base_model: Jianbiao/O2-Searcher-Qwen2.5-3B-GRPO +language: +- en +library_name: transformers +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/Jianbiao/O2-Searcher-Qwen2.5-3B-GRPO + + +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/O2-Searcher-Qwen2.5-3B-GRPO-GGUF/resolve/main/O2-Searcher-Qwen2.5-3B-GRPO.Q2_K.gguf) | Q2_K | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/O2-Searcher-Qwen2.5-3B-GRPO-GGUF/resolve/main/O2-Searcher-Qwen2.5-3B-GRPO.Q3_K_S.gguf) | Q3_K_S | 1.7 | | +| [GGUF](https://huggingface.co/mradermacher/O2-Searcher-Qwen2.5-3B-GRPO-GGUF/resolve/main/O2-Searcher-Qwen2.5-3B-GRPO.Q3_K_M.gguf) | Q3_K_M | 1.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/O2-Searcher-Qwen2.5-3B-GRPO-GGUF/resolve/main/O2-Searcher-Qwen2.5-3B-GRPO.Q3_K_L.gguf) | Q3_K_L | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/O2-Searcher-Qwen2.5-3B-GRPO-GGUF/resolve/main/O2-Searcher-Qwen2.5-3B-GRPO.IQ4_XS.gguf) | IQ4_XS | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/O2-Searcher-Qwen2.5-3B-GRPO-GGUF/resolve/main/O2-Searcher-Qwen2.5-3B-GRPO.Q4_K_S.gguf) | Q4_K_S | 2.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/O2-Searcher-Qwen2.5-3B-GRPO-GGUF/resolve/main/O2-Searcher-Qwen2.5-3B-GRPO.Q4_K_M.gguf) | Q4_K_M | 2.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/O2-Searcher-Qwen2.5-3B-GRPO-GGUF/resolve/main/O2-Searcher-Qwen2.5-3B-GRPO.Q5_K_S.gguf) | Q5_K_S | 2.5 | | +| [GGUF](https://huggingface.co/mradermacher/O2-Searcher-Qwen2.5-3B-GRPO-GGUF/resolve/main/O2-Searcher-Qwen2.5-3B-GRPO.Q5_K_M.gguf) | Q5_K_M | 2.5 | | +| [GGUF](https://huggingface.co/mradermacher/O2-Searcher-Qwen2.5-3B-GRPO-GGUF/resolve/main/O2-Searcher-Qwen2.5-3B-GRPO.Q6_K.gguf) | Q6_K | 2.9 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/O2-Searcher-Qwen2.5-3B-GRPO-GGUF/resolve/main/O2-Searcher-Qwen2.5-3B-GRPO.Q8_0.gguf) | Q8_0 | 3.7 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/O2-Searcher-Qwen2.5-3B-GRPO-GGUF/resolve/main/O2-Searcher-Qwen2.5-3B-GRPO.f16.gguf) | f16 | 6.9 | 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. + +