German 2B Lora 6K by Fischerboot

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  Arxiv:1910.09700   Adapter   Base model:aculi/tinyllama-2b Base model:adapter:aculi/tinyl...   Finetuned   Lora   Peft   Region:us   Safetensors

German 2B Lora 6K Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

German 2B Lora 6K Parameters and Internals

LLM NameGerman 2B Lora 6K
Repository ๐Ÿค—https://huggingface.co/Fischerboot/german-2b-lora-6k 
Base Model(s)  Tinyllama 2B   Aculi/Tinyllama-2B
Model Size2b
Required VRAM0 GB
Updated2024-09-02
MaintainerFischerboot
Model Files  0.2 GB   0.6 GB   0.0 GB   0.0 GB
Model ArchitectureAdapter
Model Max Length2048
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Moduleso_proj|k_proj|v_proj|q_proj|gate_proj|down_proj|up_proj
LoRA Alpha24
LoRA Dropout0.05
R Param48
German 2B Lora 6K (Fischerboot/german-2b-lora-6k)

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Note: green Score (e.g. "73.2") means that the model is better than Fischerboot/german-2b-lora-6k.

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Instruction Following and Task Automation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803