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Llama 2 7B Guanaco by mlabonne

 »  All LLMs  »  mlabonne  »  Llama 2 7B Guanaco   URL Share it on

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  Autotrain compatible Dataset:timdettmers/openassist...   Endpoints compatible   Llama   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlabonne/llama-2-7b-guanaco 

Llama 2 7B Guanaco Benchmarks

LLME Score: 0.11113
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 Guanaco (mlabonne/llama-2-7b-guanaco)

Llama 2 7B Guanaco Parameters and Internals

Model Type 
text-generation
Use Cases 
Applications:
chatbots, language translation, content generation
Primary Use Cases:
Translation, Summarization, Sentiment Analysis, Text classification, Generative writing, Conversational language generation
Training Details 
Data Sources:
timdettmers/openassistant-guanaco
Methodology:
fine-tuned using QLoRA (4-bit precision)
Hardware Used:
T4 GPU
Model Architecture:
llama-2-7b-chat-hf
Input Output 
Input Format:
Instructions format with [INST] and [/INST] tags
Accepted Modalities:
text
Output Format:
text generation
LLM NameLlama 2 7B Guanaco
Repository 🤗https://huggingface.co/mlabonne/llama-2-7b-guanaco 
Model Size7b
Required VRAM13.5 GB
Updated2025-04-29
Maintainermlabonne
Model Typellama
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2   10.0 GB: 1-of-2   3.5 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
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 Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than mlabonne/llama-2-7b-guanaco.

Rank the Llama 2 7B Guanaco 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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