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Llama 2 7B Hf by sharpbai

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Model Card on HF 🤗: https://huggingface.co/sharpbai/Llama-2-7b-hf 

Llama 2 7B Hf Benchmarks

LLME Score: 0.11879
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Llama 2 7B Hf Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Commercial, Research
Applications:
Assistant-like chat, Various natural language generation tasks
Primary Use Cases:
Chat-based applications, Text generation
Limitations:
Not intended for languages other than English, Potential inaccurate, biased, or objectionable responses possible
Considerations:
Ensure safety testing before deployment
Additional Notes 
Data freshness up to July 2023 for some fine-tuning data
Supported Languages 
lang_code (en), proficiency (primary)
Training Details 
Data Sources:
A new mix of publicly available online data
Data Volume:
2 trillion tokens
Methodology:
Pretrained and fine-tuned generative text models using Reinforcement Learning with Human Feedback (RLHF)
Context Length:
4096
Hardware Used:
Meta's Research Super Cluster, custom training libraries, production clusters
Model Architecture:
Optimized transformer architecture with auto-regressive capabilities
Responsible Ai Considerations 
Mitigation Strategies:
Developers should perform safety testing tailored to specific applications
Input Output 
Input Format:
Text only
Accepted Modalities:
text
Output Format:
Text generation
Performance Tips:
Use specific formatting with INST and <> tags, BOS and EOS tokens for chat versions
LLM NameLlama 2 7B Hf
Repository 🤗https://huggingface.co/sharpbai/Llama-2-7b-hf 
Model Size7b
Required VRAM13.4 GB
Updated2025-06-10
Maintainersharpbai
Model Typellama
Model Files  0.4 GB: 1-of-34   0.4 GB: 2-of-34   0.4 GB: 3-of-34   0.4 GB: 4-of-34   0.4 GB: 5-of-34   0.4 GB: 6-of-34   0.4 GB: 7-of-34   0.4 GB: 8-of-34   0.4 GB: 9-of-34   0.4 GB: 10-of-34   0.4 GB: 11-of-34   0.4 GB: 12-of-34   0.4 GB: 13-of-34   0.4 GB: 14-of-34   0.4 GB: 15-of-34   0.4 GB: 16-of-34   0.4 GB: 17-of-34   0.4 GB: 18-of-34   0.4 GB: 19-of-34   0.4 GB: 20-of-34   0.4 GB: 21-of-34   0.4 GB: 22-of-34   0.4 GB: 23-of-34   0.4 GB: 24-of-34   0.4 GB: 25-of-34   0.4 GB: 26-of-34   0.4 GB: 27-of-34   0.4 GB: 28-of-34   0.4 GB: 29-of-34   0.4 GB: 30-of-34   0.4 GB: 31-of-34   0.4 GB: 32-of-34   0.3 GB: 33-of-34   0.3 GB: 34-of-34
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.30.2
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16
Llama 2 7B Hf (sharpbai/Llama-2-7b-hf)

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Note: green Score (e.g. "73.2") means that the model is better than sharpbai/Llama-2-7b-hf.

Rank the Llama 2 7B Hf 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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Release v20241124
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