commit 7eef6954451443c9b597065c981a6679b594913b Author: ModelHub XC Date: Wed Sep 9 07:24:15 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: afrideva/Qwen2-0.5B-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..261ef33 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,42 @@ +*.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 +qwen2-0.5b.fp16.gguf filter=lfs diff=lfs merge=lfs -text +qwen2-0.5b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +qwen2-0.5b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +qwen2-0.5b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +qwen2-0.5b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +qwen2-0.5b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +qwen2-0.5b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..9004f3a --- /dev/null +++ b/README.md @@ -0,0 +1,96 @@ +--- +base_model: Qwen/Qwen2-0.5B +inference: true +language: +- en +license: apache-2.0 +model_creator: Qwen +model_name: Qwen2-0.5B +pipeline_tag: text-generation +quantized_by: afrideva +tags: +- pretrained +- gguf +- ggml +- quantized +--- + +# Qwen2-0.5B-GGUF + +Quantized GGUF model files for [Qwen2-0.5B](https://huggingface.co/Qwen/Qwen2-0.5B) from [Qwen](https://huggingface.co/Qwen) + +## Original Model Card: + +# Qwen2-0.5B + +## Introduction + +Qwen2 is the new series of Qwen large language models. For Qwen2, we release a number of base language models and instruction-tuned language models ranging from 0.5 to 72 billion parameters, including a Mixture-of-Experts model. This repo contains the 0.5B Qwen2 base language model. + +Compared with the state-of-the-art opensource language models, including the previous released Qwen1.5, Qwen2 has generally surpassed most opensource models and demonstrated competitiveness against proprietary models across a series of benchmarks targeting for language understanding, language generation, multilingual capability, coding, mathematics, reasoning, etc. + +For more details, please refer to our [blog](https://qwenlm.github.io/blog/qwen2/), [GitHub](https://github.com/QwenLM/Qwen2), and [Documentation](https://qwen.readthedocs.io/en/latest/). +
+ + +## Model Details +Qwen2 is a language model series including decoder language models of different model sizes. For each size, we release the base language model and the aligned chat model. It is based on the Transformer architecture with SwiGLU activation, attention QKV bias, group query attention, etc. Additionally, we have an improved tokenizer adaptive to multiple natural languages and codes. + +## Requirements +The code of Qwen2 has been in the latest Hugging face transformers and we advise you to install `transformers>=4.37.0`, or you might encounter the following error: +``` +KeyError: 'qwen2' +``` + + +## Usage + +We do not advise you to use base language models for text generation. Instead, you can apply post-training, e.g., SFT, RLHF, continued pretraining, etc., on this model. + +## Performance + + +The evaluation of base models mainly focuses on the model performance of natural language understanding, general question answering, coding, mathematics, scientific knowledge, reasoning, multilingual capability, etc. + +The datasets for evaluation include: + +**English Tasks**: MMLU (5-shot), MMLU-Pro (5-shot), GPQA (5shot), Theorem QA (5-shot), BBH (3-shot), HellaSwag (10-shot), Winogrande (5-shot), TruthfulQA (0-shot), ARC-C (25-shot) + +**Coding Tasks**: EvalPlus (0-shot) (HumanEval, MBPP, HumanEval+, MBPP+), MultiPL-E (0-shot) (Python, C++, JAVA, PHP, TypeScript, C#, Bash, JavaScript) + +**Math Tasks**: GSM8K (4-shot), MATH (4-shot) + +**Chinese Tasks**: C-Eval(5-shot), CMMLU (5-shot) + +**Multilingual Tasks**: Multi-Exam (M3Exam 5-shot, IndoMMLU 3-shot, ruMMLU 5-shot, mMMLU 5-shot), Multi-Understanding (BELEBELE 5-shot, XCOPA 5-shot, XWinograd 5-shot, XStoryCloze 0-shot, PAWS-X 5-shot), Multi-Mathematics (MGSM 8-shot), Multi-Translation (Flores-101 5-shot) + +#### Qwen2-0.5B & Qwen2-1.5B performances +| Datasets | Phi-2 | Gemma-2B | MiniCPM | Qwen1.5-1.8B | Qwen2-0.5B | Qwen2-1.5B | +| :--------| :---------: | :------------: | :------------: |:------------: | :------------: | :------------: | +|#Non-Emb Params | 2.5B | 2.0B | 2.4B | 1.3B | 0.35B | 1.3B | +|MMLU | 52.7 | 42.3 | 53.5 | 46.8 | 45.4 | **56.5** | +|MMLU-Pro | - | 15.9 | - | - | 14.7 | 21.8 | +|Theorem QA | - | - | - |- | 8.9 | **15.0** | +|HumanEval | 47.6 | 22.0 |**50.0**| 20.1 | 22.0 | 31.1 | +|MBPP | **55.0** | 29.2 | 47.3 | 18.0 | 22.0 | 37.4 | +|GSM8K | 57.2 | 17.7 | 53.8 | 38.4 | 36.5 | **58.5** | +|MATH | 3.5 | 11.8 | 10.2 | 10.1 | 10.7 | **21.7** | +|BBH | **43.4** | 35.2 | 36.9 | 24.2 | 28.4 | 37.2 | +|HellaSwag | **73.1** | 71.4 | 68.3 | 61.4 | 49.3 | 66.6 | +|Winogrande | **74.4** | 66.8 | -| 60.3 | 56.8 | 66.2 | +|ARC-C | **61.1** | 48.5 | -| 37.9 | 31.5 | 43.9 | +|TruthfulQA | 44.5 | 33.1 | -| 39.4 | 39.7 | **45.9** | +|C-Eval | 23.4 | 28.0 | 51.1| 59.7 | 58.2 | **70.6** | +|CMMLU | 24.2 | - | 51.1 | 57.8 | 55.1 | **70.3** | + + +## Citation + +If you find our work helpful, feel free to give us a cite. + +``` +@article{qwen2, + title={Qwen2 Technical Report}, + year={2024} +} +``` \ No newline at end of file diff --git a/qwen2-0.5b.Q2_K.gguf b/qwen2-0.5b.Q2_K.gguf new file mode 100644 index 0000000..d24b0db --- /dev/null +++ b/qwen2-0.5b.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a6fc49fdc28f06981b807dbd402d15a6082f0b1513b1c3ab7b4021b2f7b47b57 +size 338604448 diff --git a/qwen2-0.5b.Q3_K_M.gguf b/qwen2-0.5b.Q3_K_M.gguf new file mode 100644 index 0000000..a15dc87 --- /dev/null +++ b/qwen2-0.5b.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6c2a7d0b0427676c76a361c65f66c599b823763fd6e9bd1a92c6ae28c628e17e +size 355463584 diff --git a/qwen2-0.5b.Q4_K_M.gguf b/qwen2-0.5b.Q4_K_M.gguf new file mode 100644 index 0000000..908f404 --- /dev/null +++ b/qwen2-0.5b.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9be48fb8a850876397c9e671c4cdbbc1db6673b24b7967de808245e6ecdf9193 +size 397804960 diff --git a/qwen2-0.5b.Q5_K_M.gguf b/qwen2-0.5b.Q5_K_M.gguf new file mode 100644 index 0000000..e115295 --- /dev/null +++ b/qwen2-0.5b.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:15795d6833c0111a4fc968e5c1acb068f2afc26787bcbc4cb613f8f32160d329 +size 420083104 diff --git a/qwen2-0.5b.Q6_K.gguf b/qwen2-0.5b.Q6_K.gguf new file mode 100644 index 0000000..2377221 --- /dev/null +++ b/qwen2-0.5b.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:12f4738913d7874bbf9eb30b3144aeda4bcf74946262526bd695a25dd3cfc843 +size 505733536 diff --git a/qwen2-0.5b.Q8_0.gguf b/qwen2-0.5b.Q8_0.gguf new file mode 100644 index 0000000..a77adbb --- /dev/null +++ b/qwen2-0.5b.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:620b70351ea3dfcb0de9c1f010020a8109321626a5e1184ba69b090aab1560bd +size 531065248 diff --git a/qwen2-0.5b.fp16.gguf b/qwen2-0.5b.fp16.gguf new file mode 100644 index 0000000..1903988 --- /dev/null +++ b/qwen2-0.5b.fp16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f33f03601f7f0939c14d12700637b6683209a7f9dd6226e6359fd085940606b +size 994153888