commit d3c0d5b7bd6cbd1ae1719d93904581f66074a623 Author: ModelHub XC Date: Thu May 7 14:33:13 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mayflowergmbh/Wiedervereinigung-7b-dpo Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a6344aa --- /dev/null +++ b/.gitattributes @@ -0,0 +1,35 @@ +*.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 diff --git a/README.md b/README.md new file mode 100644 index 0000000..cbae39d --- /dev/null +++ b/README.md @@ -0,0 +1,135 @@ +--- +tags: +- merge +- mergekit +- lazymergekit +- DiscoResearch/DiscoLM_German_7b_v1 +- DRXD1000/Phoenix +- VAGOsolutions/SauerkrautLM-7b-v1-mistral +- malteos/hermeo-7b +base_model: +- DiscoResearch/DiscoLM_German_7b_v1 +- DRXD1000/Phoenix +- VAGOsolutions/SauerkrautLM-7b-v1-mistral +- malteos/hermeo-7b +license: apache-2.0 +language: +- de +- en +--- + +# Wiedervereinigung-7b-dpo +![image/png](https://huggingface.co/mayflowergmbh/Wiedervereinigung-7b/resolve/main/Wiedervereinigung-7b.png) + +This is a dpo aligned merge of our favourite german models, scoring 7.11 on the mt-bench-de average. +Since the original models based on mistral - three of them on the brilliant german LeoLM/leo-mistral-hessianai-7b - they are reunited in this merged model. +Therefore the name, no nationalist ideas involved :-). + +To improve result quality they are dpo-trained with a german translation of slimorca dpo using hermeo-7B for reject results. + +If you are gpu-poor like me you can now use [LLaMA-Factory](https://github.com/hiyouga/LLaMA-Factory) to train with german datasets. + +Kudos to the authors of the original models at [DiscoResearch](https://huggingface.co/DiscoResearch) and [VAGOsolutions](https://huggingface.co/VAGOsolutions), [Malte Ostendorff](https://huggingface.co/malteos) +and [Matthias Uhlig](https://huggingface.co/DRXD1000). We are your fan club. + +This model was brought to you and the nvidia bill was paid by [Mayflower GmbH](https://mayflower.de/). + +## Benchmark results: mt-bench-de + +Is the merged model alone already good? Well, of course. But it is even better with the help of some dpo tuning. + +```json +{ + "first_turn": 7.3, + "second_turn": 6.925, + "categories": { + "writing": 8.425, + "roleplay": 8.6, + "reasoning": 5.4, + "math": 4.35, + "coding": 4.3, + "extraction": 7.975, + "stem": 8.5, + "humanities": 9.35 + }, + "average": 7.1125 +} +``` + +## Other Versions + +A big thank you to [LoneStriker](https://huggingface.co/LoneStriker) for the quantized models. + +| Name | Quant method | Bits | +| ---- | ---- | ---- | +[Wiedervereinigung-7b-dpo](https://huggingface.co/mayflowergmbh/Wiedervereinigung-7b-dpo)| Unquantized | 16 | +[Wiedervereinigung-7b-dpo-GPTQ](https://huggingface.co/LoneStriker/Wiedervereinigung-7b-dpo-GPTQ)| GPTQ | 4 | +[Wiedervereinigung-7b-dpo-AWQ](https://huggingface.co/LoneStriker/Wiedervereinigung-7b-dpo-AWQ)| AWQ | 4 | +[Wiedervereinigung-7b-dpo-GGUF](https://huggingface.co/LoneStriker/Wiedervereinigung-7b-dpo-GGUF)| GGUF | 3-8 | +[Wiedervereinigung-7b-dpo-8.0bpw-h8-exl2](https://huggingface.co/LoneStriker/Wiedervereinigung-7b-dpo-8.0bpw-h8-exl2)| EXL2 | 8 | +[Wiedervereinigung-7b-dpo-6.0bpw-h6-exl2](https://huggingface.co/LoneStriker/Wiedervereinigung-7b-dpo-6.0bpw-h6-exl2)| EXL2 | 6 | +[Wiedervereinigung-7b-dpo-5.0bpw-h6-exl2](https://huggingface.co/LoneStriker/Wiedervereinigung-7b-dpo-5.0bpw-h6-exl2)| EXL2 | 5 | +[Wiedervereinigung-7b-dpo-4.0bpw-h6-exl2](https://huggingface.co/LoneStriker/Wiedervereinigung-7b-dpo-4.0bpw-h6-exl2)| EXL2 | 4 | +[Wiedervereinigung-7b-dpo-3.0bpw-h6-exl2](https://huggingface.co/LoneStriker/Wiedervereinigung-7b-dpo-3.0bpw-h6-exl2)| EXL2 | 3 | + +Wiedervereinigung-7b is a [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing) merge of: +* [DiscoResearch/DiscoLM_German_7b_v1](https://huggingface.co/DiscoResearch/DiscoLM_German_7b_v1) +* [DRXD1000/Phoenix](https://huggingface.co/DRXD1000/Phoenix) +* [VAGOsolutions/SauerkrautLM-7b-v1-mistral](https://huggingface.co/VAGOsolutions/SauerkrautLM-7b-v1-mistral) +* [malteos/hermeo-7b](https://huggingface.co/malteos/hermeo-7b) + + +## 🧩 Configuration + +```yaml +models: + - model: LeoLM/leo-mistral-hessianai-7b + # No parameters necessary for base model + - model: DiscoResearch/DiscoLM_German_7b_v1 + parameters: + density: 0.6 + weight: 0.25 + - model: DRXD1000/Phoenix + parameters: + density: 0.6 + weight: 0.25 + - model: VAGOsolutions/SauerkrautLM-7b-v1-mistral + parameters: + density: 0.6 + weight: 0.25 + - model: malteos/hermeo-7b + parameters: + density: 0.6 + weight: 0.25 +merge_method: dare_ties +base_model: LeoLM/leo-mistral-hessianai-7b +parameters: + int8_mask: true +dtype: bfloat16 +``` + + +## 💻 Usage + +```python +!pip install -qU transformers accelerate + +from transformers import AutoTokenizer +import transformers +import torch + +model = "mayflowergmbh/Wiedervereinigung-7b-dpo" +messages = [{"role": "user", "content": "Was ist ein deutsches Large Language Model?"}] + +tokenizer = AutoTokenizer.from_pretrained(model) +prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True) +pipeline = transformers.pipeline( + "text-generation", + model=model, + torch_dtype=torch.float16, + device_map="auto", +) + +outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95) +print(outputs[0]["generated_text"]) +``` \ No newline at end of file diff --git a/Wiedervereinigung-7b.png b/Wiedervereinigung-7b.png new file mode 100644 index 0000000..188cc69 Binary files /dev/null and b/Wiedervereinigung-7b.png differ diff --git a/config.json b/config.json new file mode 100644 index 0000000..fdf4bf6 --- /dev/null +++ b/config.json @@ -0,0 +1,26 @@ +{ + "_name_or_path": "mayflowergmbh/Wiedervereinigung-7b", + "architectures": [ + "MistralForCausalLM" + ], + "attention_dropout": 0.0, + "bos_token_id": 1, + "eos_token_id": 2, + "hidden_act": "silu", + 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