Llama2 22B Empath Alpacagpt4 by nkpz

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  Autotrain compatible   Endpoints compatible   Llama   Pytorch   Region:us   Sharded

Llama2 22B Empath Alpacagpt4 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama2 22B Empath Alpacagpt4 (nkpz/llama2-22b-empath-alpacagpt4)

Llama2 22B Empath Alpacagpt4 Parameters and Internals

Model Type 
Conversational, Instruction-following
Use Cases 
Primary Use Cases:
Chatting, Following Instructions
Additional Notes 
Experimental model with a fixation on Alpaca prompt format.
Training Details 
Data Sources:
https://huggingface.co/datasets/Adapting/empathetic_dialogues_v2, https://huggingface.co/datasets/vicgalle/alpaca-gpt4
Methodology:
Conversational and instruction fine-tuning
Input Output 
Input Format:
Standard prompting format
Accepted Modalities:
text
Output Format:
Conversational and instruction-following responses
Performance Tips:
Use the Alpaca prompt format for optimal results.
LLM NameLlama2 22B Empath Alpacagpt4
Repository ๐Ÿค—https://huggingface.co/nkpz/llama2-22b-empath-alpacagpt4 
Model Size22b
Required VRAM43.7 GB
Updated2025-02-16
Maintainernkpz
Model Typellama
Model Files  9.8 GB: 1-of-5   10.0 GB: 2-of-5   9.9 GB: 3-of-5   9.9 GB: 4-of-5   4.1 GB: 5-of-5
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length4098
Model Max Length4098
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than nkpz/llama2-22b-empath-alpacagpt4.

Rank the Llama2 22B Empath Alpacagpt4 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 v20241227