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Llama 2 7B WikiChat Fused by stanford-oval

 »  All LLMs  »  stanford-oval  »  Llama 2 7B WikiChat Fused   URL Share it on

  706   
  Arxiv:2305.14292   Autotrain compatible   En   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/stanford-oval/Llama-2-7b-WikiChat-fused 

Llama 2 7B WikiChat Fused Benchmarks

ARC: 50.68 vs 96.7 (so35)-47.6%
HellaSwag: 75 vs 95.3 (gpt4)-21.3%
MMLU: 39.69 vs 88.3 (so35)-55.1%
TruthfulQA: 46.36 vs 59 (gpt4)-21.4%
WinoGrande: 69.06 vs 87.5 (gpt4)-21.1%
GSM8K: 0.08 vs 96.4 (so35)-99.9%
LLME Score: 0.20866
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 2 7B WikiChat Fused (stanford-oval/Llama-2-7b-WikiChat-fused)

Llama 2 7B WikiChat Fused Parameters and Internals

Model Type 
text generation
Additional Notes 
Model designed to stop the hallucination of large language model chatbots by few-shot grounding on Wikipedia. Works with WikiChat v1.0.
Supported Languages 
en (High proficiency)
LLM NameLlama 2 7B WikiChat Fused
Repository 🤗https://huggingface.co/stanford-oval/Llama-2-7b-WikiChat-fused 
Model Size7b
Required VRAM13.5 GB
Updated2025-01-24
Maintainerstanford-oval
Model Typellama
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32001
Torch Data Typebfloat16

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

Rank the Llama 2 7B WikiChat Fused Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241227
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