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Llama2 7B Guanaco 1K by mncai

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Llama2 7B Guanaco 1K is an open-source language model by mncai. Features: 7b LLM, VRAM: 27GB, Context: 2K, HF Score: 52.3, LLM Explorer Score: 0.14, Arc: 55.1, HellaSwag: 80.5, MMLU: 47.9, TruthfulQA: 47.7, WinoGrande: 74.8, GSM8K: 7.6.

  Autotrain compatible   Endpoints compatible   Llama   Lora   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/mncai/Llama2-7B-guanaco-1k 

Llama2 7B Guanaco 1K Benchmarks

ARC: 55.12 vs 96.7 (so35)-43%
HellaSwag: 80.53 vs 95.3 (gpt4)-15.5%
MMLU: 47.93 vs 88.3 (so35)-45.7%
TruthfulQA: 47.69 vs 59 (gpt4)-19.2%
WinoGrande: 74.82 vs 87.5 (gpt4)-14.5%
GSM8K: 7.58 vs 96.4 (so35)-92.1%
LLME Score: 0.13935
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama2 7B Guanaco 1K (mncai/Llama2-7B-guanaco-1k)
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Llama2 7B Guanaco 1K Parameters and Internals

LLM NameLlama2 7B Guanaco 1K
Repository 🤗https://huggingface.co/mncai/Llama2-7B-guanaco-1k 
Model Size7b
Required VRAM27 GB
Updated2025-09-23
Maintainermncai
Model Typellama
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   7.2 GB: 3-of-3
Model ArchitectureLlamaForCausalLM
Context Length2048
Model Max Length2048
Transformers Version4.28.1
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
LoRA ModelYes
Torch Data Typefloat32

Quantized Models of the Llama2 7B Guanaco 1K

Model
Likes
Downloads
VRAM
Llama 2 7B Guanaco Fp161080113 GB

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Note: green Score (e.g. "73.2") means that the model is better than mncai/Llama2-7B-guanaco-1k.

Rank the Llama2 7B Guanaco 1K 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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