diff --git a/README.md b/README.md
index 81097819..0ef472b3 100644
--- a/README.md
+++ b/README.md
@@ -188,7 +188,16 @@ Please refer to [constants.py](src/llmtuner/extras/constants.py) for a full list
 - [LMSYS Chat 1M (en)](https://huggingface.co/datasets/lmsys/lmsys-chat-1m)
 - [Evol Instruct V2 (en)](https://huggingface.co/datasets/WizardLM/WizardLM_evol_instruct_V2_196k)
 - [Glaive Function Calling V2 (en)](https://huggingface.co/datasets/glaiveai/glaive-function-calling-v2)
-
+- [Open Assistant (de)](https://huggingface.co/datasets/mayflowergmbh/oasst_de)
+- [Dolly 15k (de)](https://huggingface.co/datasets/mayflowergmbh/dolly-15k_de)
+- [FreedomIntelligence Alpaca GPT4 (de)](https://huggingface.co/datasets/mayflowergmbh/alpaca-gpt4_de)
+- [LeoLM/OpenSchnabeltier (de)](https://huggingface.co/datasets/mayflowergmbh/openschnabeltier_de)
+- [FreedomIntelligence/evol-instruct-deutsch (de)](https://huggingface.co/datasets/mayflowergmbh/evol-instruct_de)
+- [wiki_qa (de)](https://huggingface.co/datasets/wiki_qa)
+- [cognitivecomputations/dolphin (de)](https://huggingface.co/datasets/mayflowergmbh/dolphin_de)
+- [booksum (de)](https://huggingface.co/datasets/mayflowergmbh/booksum_de)
+- [jondurbin/airoboros-3.0 (de)](https://huggingface.co/datasets/mayflowergmbh/airoboros-3.0_de)
+- [stingning/ultrachat (de)](https://huggingface.co/datasets/mayflowergmbh/ultra-chat_de)
 </details>
 
 <details><summary>Preference datasets</summary>
@@ -197,6 +206,7 @@ Please refer to [constants.py](src/llmtuner/extras/constants.py) for a full list
 - [Open Assistant (multilingual)](https://huggingface.co/datasets/OpenAssistant/oasst1)
 - [GPT-4 Generated Data (en&zh)](https://github.com/Instruction-Tuning-with-GPT-4/GPT-4-LLM)
 - [Nectar (en)](https://huggingface.co/datasets/berkeley-nest/Nectar)
+- [Intel/orca_dpo_pairs (de)](https://huggingface.co/datasets/mayflowergmbh/intel_orca_dpo_pairs_de)
 
 </details>
 
diff --git a/data/dataset_info.json b/data/dataset_info.json
index ceb3ec2c..9b69f9a1 100644
--- a/data/dataset_info.json
+++ b/data/dataset_info.json
@@ -15,6 +15,9 @@
     "file_name": "alpaca_gpt4_data_zh.json",
     "file_sha1": "3eaa3bda364ccdd59925d7448a698256c31ef845"
   },
+  "alpaca-gpt4_de": {
+    "hf_hub_url": "mayflowergmbh/alpaca-gpt4_de"
+  },
   "self_cognition": {
     "file_name": "self_cognition.json",
     "file_sha1": "6287a730ada924fc5d9eadc6d8f865e01b7a6f67"
@@ -39,6 +42,9 @@
       "history": "history"
     }
   },
+  "oasst_de": {
+    "hf_hub_url": "mayflowergmbh/oasst_de"
+  },
   "lima": {
     "file_name": "lima.json",
     "file_sha1": "9db59f6b7007dc4b17529fc63379b9cd61640f37",
@@ -120,6 +126,31 @@
       "system": "system_prompt"
     }
   },
+  "intel_orca_dpo_pairs_de" : {
+    "hf_hub_url": "mayflowergmbh/intel_orca_dpo_pairs_de",
+    "ranking": true
+  },
+  "airoboros-3.0_de": {
+    "hf_hub_url": "mayflowergmbh/airoboros-3.0_de"
+  },
+  "booksum_de": {
+    "hf_hub_url": "mayflowergmbh/booksum_de"
+  },
+  "dolphin_de": {
+    "hf_hub_url": "mayflowergmbh/dolphin_de"
+  },
+  "wiki_qa_de": {
+    "hf_hub_url": "mayflowergmbh/wiki_qa_de"
+  },
+  "evol-instruct_de": {
+    "hf_hub_url": "mayflowergmbh/evol-instruct_de"
+  },
+  "openschnabeltier_de": {
+    "hf_hub_url": "mayflowergmbh/openschnabeltier_de"
+  },
+  "dolly-15k_de": {
+    "hf_hub_url": "mayflowergmbh/dolly-15k_de"
+  },
   "mathinstruct": {
     "hf_hub_url": "TIGER-Lab/MathInstruct",
     "ms_hub_url": "AI-ModelScope/MathInstruct",
@@ -184,6 +215,9 @@
     },
     "formatting": "sharegpt"
   },
+  "ultrachat_chat_de": {
+    "hf_hub_url": "mayflowergmbh/ultra-chat_de"
+  },
   "agent_instruct": {
     "hf_hub_url": "THUDM/AgentInstruct",
     "ms_hub_url": "ZhipuAI/AgentInstruct",
diff --git a/src/llmtuner/data/template.py b/src/llmtuner/data/template.py
index cf4c6d53..00a005dc 100644
--- a/src/llmtuner/data/template.py
+++ b/src/llmtuner/data/template.py
@@ -515,6 +515,16 @@ register_template(
 
 register_template(name="vanilla")
 
+register_template(
+    name="chatml_de",
+    format_user=StringFormatter(slots=["<|im_start|>user\n{{content}}<|im_end|>\n<|im_start|>assistant\n"]),
+    format_system=StringFormatter(slots=["<|im_start|>system\n{{content}}<|im_end|>\n"]),
+    format_separator=EmptyFormatter(slots=["\n"]),
+    default_system="Du bist ein freundlicher und hilfsbereiter KI-Assistent.",
+    stop_words=["<|im_end|>"],
+    replace_eos=True,
+)
+
 
 register_template(
     name="vicuna",