Llama 2 70B Instruct V0.1 by dfurman

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  Arxiv:2002.05202   Arxiv:2104.09864   Arxiv:2305.13245   Adapter Base model:adapter:meta-llama/... Base model:meta-llama/llama-2-...   Dataset:ehartford/dolphin   Finetuned   Instruct   Llama2   Lora   Model-index   Peft   Region:us   Safetensors

Llama 2 70B Instruct V0.1 Benchmarks

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

Llama 2 70B Instruct V0.1 Parameters and Internals

LLM NameLlama 2 70B Instruct V0.1
Repository ๐Ÿค—https://huggingface.co/dfurman/Llama-2-70B-Instruct-v0.1 
Base Model(s)  Llama 2 70B Hf   meta-llama/Llama-2-70b-hf
Model Size70b
Required VRAM1.1 GB
Updated2024-09-18
Maintainerdfurman
Instruction-BasedYes
Model Files  1.1 GB   1.1 GB
Model ArchitectureAdapter
Licensellama2
Is Biasednone
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|k_proj|v_proj|o_proj
LoRA Alpha16
LoRA Dropout0.1
R Param64
Llama 2 70B Instruct V0.1 (dfurman/Llama-2-70B-Instruct-v0.1)

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Note: green Score (e.g. "73.2") means that the model is better than dfurman/Llama-2-70B-Instruct-v0.1.

Rank the Llama 2 70B Instruct V0.1 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 v2024072803