commit 75468eb4461627b5e50fcc1fd48ac22185071b18 Author: ModelHub XC Date: Mon May 25 16:48:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..dfb730e --- /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 +Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.f16.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.IQ4_XS.gguf b/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.IQ4_XS.gguf new file mode 100644 index 0000000..3456f8f --- /dev/null +++ b/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:28c4129a3159c404f875de90192964dfa8a944cd0e8544247d4e7a1e17e813c5 +size 4250299296 diff --git a/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q2_K.gguf b/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q2_K.gguf new file mode 100644 index 0000000..005ee35 --- /dev/null +++ b/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3963f5fa53968581e771cfeeea88d41e67c4ca4a298a418f72322d000e643e21 +size 3015941024 diff --git a/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q3_K_L.gguf b/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q3_K_L.gguf new file mode 100644 index 0000000..94f9bd0 --- /dev/null +++ b/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a6764d9f886a01da2564c0b6eab8d10c88c96e8ebab9daf265286e0d69189f89 +size 4088460192 diff --git a/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q3_K_M.gguf b/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q3_K_M.gguf new file mode 100644 index 0000000..96c46a7 --- /dev/null +++ b/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0e69088b525a5a3896851683eb245ed58cdc9c700366b7371fe13a3385dafce6 +size 3808392096 diff --git a/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q3_K_S.gguf b/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q3_K_S.gguf new file mode 100644 index 0000000..f2c12b3 --- /dev/null +++ b/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d9552c35d593eaf32ec16619777da2912f37a931c20e67f81307c2eb485f1053 +size 3492369312 diff --git a/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q4_K_M.gguf b/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q4_K_M.gguf new file mode 100644 index 0000000..dc3f1be --- /dev/null +++ b/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f44245b8c7254ae409d5203a582a843f387de10812d15d4cf54494cbc86c687 +size 4683074464 diff --git a/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q4_K_S.gguf b/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q4_K_S.gguf new file mode 100644 index 0000000..2732b38 --- /dev/null +++ b/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:17f8ea2df7c2c1b0cb59ba48f881259c84d05a4e5a5b64bda28344ed1f00f15a +size 4457769888 diff --git a/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q5_K_M.gguf b/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q5_K_M.gguf new file mode 100644 index 0000000..b42ad88 --- /dev/null +++ b/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7bef0ed21566dd834f83ebb9473cff37e720eb582a062c0d09f8ff6accd65a0a +size 5444832160 diff --git a/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q5_K_S.gguf b/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q5_K_S.gguf new file mode 100644 index 0000000..5b952d7 --- /dev/null +++ b/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:30f45e4c275ebad4fc7b407341205404b32b6e390dd5d8645e8cd27f6b2146da +size 5315177376 diff --git a/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q6_K.gguf b/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q6_K.gguf new file mode 100644 index 0000000..b803cbe --- /dev/null +++ b/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7085654e7953b3f4c561d82b01900242158d5297942da482651c65313a3099de +size 6254199712 diff --git a/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q8_0.gguf b/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q8_0.gguf new file mode 100644 index 0000000..b3a3a92 --- /dev/null +++ b/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a5a3fd29d856d289c7d8c20e6790e6b05306f72c2d5c83eae4999f6706413030 +size 8098526112 diff --git a/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.f16.gguf b/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.f16.gguf new file mode 100644 index 0000000..f5e2315 --- /dev/null +++ b/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:90e34367c63617c7cc4dc0695f8b51ede0befe961b85bf9d942b520fb24d958b +size 15237854112 diff --git a/README.md b/README.md new file mode 100644 index 0000000..bfd229a --- /dev/null +++ b/README.md @@ -0,0 +1,73 @@ +--- +base_model: mlfoundations-dev/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B +language: +- en +library_name: transformers +license: other +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- llama-factory +- full +- generated_from_trainer +--- +## About + + + + + + +static quants of https://huggingface.co/mlfoundations-dev/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B-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/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B-GGUF/resolve/main/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q2_K.gguf) | Q2_K | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B-GGUF/resolve/main/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q3_K_S.gguf) | Q3_K_S | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B-GGUF/resolve/main/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B-GGUF/resolve/main/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q3_K_L.gguf) | Q3_K_L | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B-GGUF/resolve/main/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.IQ4_XS.gguf) | IQ4_XS | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B-GGUF/resolve/main/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B-GGUF/resolve/main/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B-GGUF/resolve/main/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q5_K_S.gguf) | Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B-GGUF/resolve/main/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q5_K_M.gguf) | Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B-GGUF/resolve/main/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q6_K.gguf) | Q6_K | 6.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B-GGUF/resolve/main/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B-GGUF/resolve/main/Qwen2.5-7B-Instruct_openthoughts3_300k_annotated_Qwen3-32B.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. + +