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Ende Chat 0.0.4 by kno10

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  Autotrain compatible   Conversational Dataset:freedomintelligence/sh... Dataset:mayflowergmbh/alpaca-g... Dataset:mayflowergmbh/dolly 15... Dataset:mayflowergmbh/dolphin ... Dataset:mayflowergmbh/evol ins...   Dataset:mayflowergmbh/oasst de Dataset:mayflowergmbh/openschn... Dataset:mayflowergmbh/ultracha... Dataset:wizardlm/wizardlm evol...   De   En   Endpoints compatible   Instruct   Mistral   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/kno10/ende-chat-0.0.4 

Ende Chat 0.0.4 Benchmarks

ARC: 56.14 vs 96.7 (so35)-41.9%
HellaSwag: 79.62 vs 95.3 (gpt4)-16.5%
MMLU: 54.89 vs 88.3 (so35)-37.8%
TruthfulQA: 51.61 vs 59 (gpt4)-12.5%
WinoGrande: 75.3 vs 87.5 (gpt4)-13.9%
GSM8K: 23.43 vs 96.4 (so35)-75.7%
LLME Score: 0.1979
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Ende Chat 0.0.4 (kno10/ende-chat-0.0.4)

Ende Chat 0.0.4 Parameters and Internals

Model Type 
Language model, Text generation
Additional Notes 
This model aims at improving the German capabilities. Benchmarks are English only.
Supported Languages 
deu (Basic), eng (Basic)
Training Details 
Data Sources:
FreedomIntelligence/sharegpt-deutsch, mayflowergmbh/oasst_de, mayflowergmbh/dolly_15k_de, mayflowergmbh/openschnabeltier_de, mayflowergmbh/ultrachat_de, WizardLM/WizardLM_evol_instruct_V2_196k, mayflowergmbh/evol_instruct_de, mayflowergmbh/alpaca-gpt4_de, mayflowergmbh/dolphin_de
Methodology:
Initial LoRA finetuning with LLaMA-Factory using a mixture of English and German data.
Context Length:
1024
Hardware Used:
2x V100
Model Architecture:
LoRA finetune of Mistral-7B
LLM NameEnde Chat 0.0.4
Repository 🤗https://huggingface.co/kno10/ende-chat-0.0.4 
Model Size7.2b
Required VRAM14.4 GB
Updated2025-03-13
Maintainerkno10
Model Typemistral
Instruction-BasedYes
Model Files  1.9 GB: 1-of-8   1.9 GB: 2-of-8   2.0 GB: 3-of-8   1.9 GB: 4-of-8   2.0 GB: 5-of-8   1.9 GB: 6-of-8   2.0 GB: 7-of-8   0.8 GB: 8-of-8
Supported Languagesen de
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.39.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than kno10/ende-chat-0.0.4.

Rank the Ende Chat 0.0.4 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Release v20241227
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