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Falcon 7B German Assistant V2 by flozi00

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  Autotrain compatible   Custom code   Dataset:flozi00/conversations   De   En   Endpoints compatible   Lora   Pytorch   Refinedwebmodel   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/flozi00/falcon-7b-german-assistant-v2 

Falcon 7B German Assistant V2 Benchmarks

LLME Score: 0.09594
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Falcon 7B German Assistant V2 (flozi00/falcon-7b-german-assistant-v2)
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Falcon 7B German Assistant V2 Parameters and Internals

Model Type 
instruction following, conversational tasks
Additional Notes 
The dataset used is deduplicated and cleaned, with no codes inside. The focus is on instruction following and conversational tasks.
Supported Languages 
en (primary), de (primary)
Training Details 
Data Sources:
flozi00/conversations
Methodology:
finetuned version for german instructions and conversations in style of Open Assistant tokens
Hardware Used:
100% renewable energy powered hardware
Model Architecture:
falcon with 7B parameters
LLM NameFalcon 7B German Assistant V2
Repository 🤗https://huggingface.co/flozi00/falcon-7b-german-assistant-v2 
Model Size7b
Required VRAM13.8 GB
Updated2025-09-23
Maintainerflozi00
Model Files  0.3 GB   9.9 GB: 1-of-2   3.9 GB: 2-of-2   9.9 GB: 1-of-2   3.9 GB: 2-of-2
Supported Languagesen de
Model ArchitectureAutoModelForCausalLM
Model Max Length2048
Is Biasednone
Tokenizer ClassPreTrainedTokenizerFast
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesquery_key_value|dense|dense_h_to_4h|dense_4h_to_h
LoRA Alpha64
LoRA Dropout0
R Param32

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Note: green Score (e.g. "73.2") means that the model is better than flozi00/falcon-7b-german-assistant-v2.

Rank the Falcon 7B German Assistant V2 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 v20241124
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