commit 78422f359fd9fa6aedaf8ac4d97407e198661732 Author: ModelHub XC Date: Tue Jun 23 22:32:17 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/Majority-Voting-Qwen2.5-7B-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..af41f89 --- /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 +Majority-Voting-Qwen2.5-7B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Majority-Voting-Qwen2.5-7B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Majority-Voting-Qwen2.5-7B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Majority-Voting-Qwen2.5-7B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Majority-Voting-Qwen2.5-7B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Majority-Voting-Qwen2.5-7B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Majority-Voting-Qwen2.5-7B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Majority-Voting-Qwen2.5-7B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Majority-Voting-Qwen2.5-7B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Majority-Voting-Qwen2.5-7B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Majority-Voting-Qwen2.5-7B.f16.gguf filter=lfs diff=lfs merge=lfs -text +Majority-Voting-Qwen2.5-7B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Majority-Voting-Qwen2.5-7B.IQ4_XS.gguf b/Majority-Voting-Qwen2.5-7B.IQ4_XS.gguf new file mode 100644 index 0000000..5a76b19 --- /dev/null +++ b/Majority-Voting-Qwen2.5-7B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d4eabc764d97cc31fbd9eaba8c887941c4d01e5127a3c4f8e0077b276db8cb68 +size 4250298624 diff --git a/Majority-Voting-Qwen2.5-7B.Q2_K.gguf b/Majority-Voting-Qwen2.5-7B.Q2_K.gguf new file mode 100644 index 0000000..1dd755b --- /dev/null +++ b/Majority-Voting-Qwen2.5-7B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0de162e78679dff7f82e06d8be05a860e75850e2fb1b39077b38bb0f6d8a6b3d +size 3015940352 diff --git a/Majority-Voting-Qwen2.5-7B.Q3_K_L.gguf b/Majority-Voting-Qwen2.5-7B.Q3_K_L.gguf new file mode 100644 index 0000000..799acd3 --- /dev/null +++ b/Majority-Voting-Qwen2.5-7B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4f29cb5db4d0a1c783e669f328688df84702ad3a28c25727eb14a7835a28d165 +size 4088459520 diff --git a/Majority-Voting-Qwen2.5-7B.Q3_K_M.gguf b/Majority-Voting-Qwen2.5-7B.Q3_K_M.gguf new file mode 100644 index 0000000..8f2a386 --- /dev/null +++ b/Majority-Voting-Qwen2.5-7B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8acc93b555492d12852c6832c8071e1f0facb7a2dd602e1dc545e71720a0cb63 +size 3808391424 diff --git a/Majority-Voting-Qwen2.5-7B.Q3_K_S.gguf b/Majority-Voting-Qwen2.5-7B.Q3_K_S.gguf new file mode 100644 index 0000000..8eb09d4 --- /dev/null +++ b/Majority-Voting-Qwen2.5-7B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c5adca2ab7ea3d37ce8acd0917bc5cc872b4012e49b04e966ade4cb4f60b9da +size 3492368640 diff --git a/Majority-Voting-Qwen2.5-7B.Q4_K_M.gguf b/Majority-Voting-Qwen2.5-7B.Q4_K_M.gguf new file mode 100644 index 0000000..7801303 --- /dev/null +++ b/Majority-Voting-Qwen2.5-7B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4f6ee88a9493c55df75b26c2e425faf4ede17ab2075daff680ae21fbedc4aa7b +size 4683073792 diff --git a/Majority-Voting-Qwen2.5-7B.Q4_K_S.gguf b/Majority-Voting-Qwen2.5-7B.Q4_K_S.gguf new file mode 100644 index 0000000..5a41e9b --- /dev/null +++ b/Majority-Voting-Qwen2.5-7B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e5f7df92fd493f4fc107eb453b98d8e8a8aabd605fd1da7b1b59639315ec774e +size 4457769216 diff --git a/Majority-Voting-Qwen2.5-7B.Q5_K_M.gguf b/Majority-Voting-Qwen2.5-7B.Q5_K_M.gguf new file mode 100644 index 0000000..e961d0f --- /dev/null +++ b/Majority-Voting-Qwen2.5-7B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fefe963f42bb0bad9ca21a783fd9fcecdedc79e585f9e52beee40ac943beb198 +size 5444831488 diff --git a/Majority-Voting-Qwen2.5-7B.Q5_K_S.gguf b/Majority-Voting-Qwen2.5-7B.Q5_K_S.gguf new file mode 100644 index 0000000..0684b32 --- /dev/null +++ b/Majority-Voting-Qwen2.5-7B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:935de510a5b8b75687422617575f0994f0259fcf38403af6330cf5d2c6ed9a15 +size 5315176704 diff --git a/Majority-Voting-Qwen2.5-7B.Q6_K.gguf b/Majority-Voting-Qwen2.5-7B.Q6_K.gguf new file mode 100644 index 0000000..dfa9cd5 --- /dev/null +++ b/Majority-Voting-Qwen2.5-7B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:254c44b4762e3c315579d1187b6b481ccc090436659abde10f43e08ce839e8d5 +size 6254199040 diff --git a/Majority-Voting-Qwen2.5-7B.Q8_0.gguf b/Majority-Voting-Qwen2.5-7B.Q8_0.gguf new file mode 100644 index 0000000..9ce4aeb --- /dev/null +++ b/Majority-Voting-Qwen2.5-7B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8fbf39b6a693830eeccda4eb388811872025b61e5e77fbfb740f24251b55f9c1 +size 8098525440 diff --git a/Majority-Voting-Qwen2.5-7B.f16.gguf b/Majority-Voting-Qwen2.5-7B.f16.gguf new file mode 100644 index 0000000..11b276f --- /dev/null +++ b/Majority-Voting-Qwen2.5-7B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6d6c1eb3db9f4c166a7c0ee5d38f4aebf485763ce3c84fea80152c1522d7d3dc +size 15237853440 diff --git a/README.md b/README.md new file mode 100644 index 0000000..801ac01 --- /dev/null +++ b/README.md @@ -0,0 +1,72 @@ +--- +base_model: TMLR-Group-HF/Majority-Voting-Qwen2.5-7B-MATH +language: +- en +library_name: transformers +license: mit +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/TMLR-Group-HF/Majority-Voting-Qwen2.5-7B-MATH + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Majority-Voting-Qwen2.5-7B-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Majority-Voting-Qwen2.5-7B-i1-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://huggingface.co/mradermacher/Majority-Voting-Qwen2.5-7B-GGUF/resolve/main/Majority-Voting-Qwen2.5-7B.Q2_K.gguf) | Q2_K | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/Majority-Voting-Qwen2.5-7B-GGUF/resolve/main/Majority-Voting-Qwen2.5-7B.Q3_K_S.gguf) | Q3_K_S | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/Majority-Voting-Qwen2.5-7B-GGUF/resolve/main/Majority-Voting-Qwen2.5-7B.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Majority-Voting-Qwen2.5-7B-GGUF/resolve/main/Majority-Voting-Qwen2.5-7B.Q3_K_L.gguf) | Q3_K_L | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/Majority-Voting-Qwen2.5-7B-GGUF/resolve/main/Majority-Voting-Qwen2.5-7B.IQ4_XS.gguf) | IQ4_XS | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/Majority-Voting-Qwen2.5-7B-GGUF/resolve/main/Majority-Voting-Qwen2.5-7B.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Majority-Voting-Qwen2.5-7B-GGUF/resolve/main/Majority-Voting-Qwen2.5-7B.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Majority-Voting-Qwen2.5-7B-GGUF/resolve/main/Majority-Voting-Qwen2.5-7B.Q5_K_S.gguf) | Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/Majority-Voting-Qwen2.5-7B-GGUF/resolve/main/Majority-Voting-Qwen2.5-7B.Q5_K_M.gguf) | Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/Majority-Voting-Qwen2.5-7B-GGUF/resolve/main/Majority-Voting-Qwen2.5-7B.Q6_K.gguf) | Q6_K | 6.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Majority-Voting-Qwen2.5-7B-GGUF/resolve/main/Majority-Voting-Qwen2.5-7B.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Majority-Voting-Qwen2.5-7B-GGUF/resolve/main/Majority-Voting-Qwen2.5-7B.f16.gguf) | f16 | 15.3 | 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. + +