Minotaur Llama2 13B Qlora by cognitivecomputations

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  Adapter Base model:adapter:thebloke/ll... Base model:thebloke/llama-2-13...   Finetuned   Fp16   Lora   Model-index   Peft   Quantized   Region:us

Minotaur Llama2 13B Qlora Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Minotaur Llama2 13B Qlora (cognitivecomputations/minotaur-llama2-13b-qlora)

Minotaur Llama2 13B Qlora Parameters and Internals

Model Type 
text-generation
Training Details 
Methodology:
bits and bytes quantization with load_in_4bit: True
LLM NameMinotaur Llama2 13B Qlora
Repository ๐Ÿค—https://huggingface.co/cognitivecomputations/minotaur-llama2-13b-qlora 
Base Model(s)  Llama 2 13B Fp16   TheBloke/Llama-2-13B-fp16
Model Size13b
Required VRAM1 GB
Updated2024-12-26
Maintainercognitivecomputations
Model Files  1.0 GB
Quantization Typefp16
Model ArchitectureAdapter
Is Biasednone
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesgate_proj|k_proj|down_proj|q_proj|o_proj|up_proj|v_proj
LoRA Alpha16
LoRA Dropout0.1
R Param64

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Note: green Score (e.g. "73.2") means that the model is better than cognitivecomputations/minotaur-llama2-13b-qlora.

Rank the Minotaur Llama2 13B Qlora Capabilities

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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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217