Llama 2 7B Dolphin Open Platypus Pruned 70 Quantized Deepsparse by neuralmagic

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  Arxiv:1905.07830   Arxiv:1907.10641   Arxiv:1911.01547   Arxiv:2009.03300   Arxiv:2109.07958   Arxiv:2110.14168   Arxiv:2405.03594   Autotrain compatible Base model:neuralmagic/llama-2... Base model:quantized:neuralmag... Dataset:cognitivecomputations/... Dataset:garage-baind/open-plat...   Dataset:open-orca/openorca   Deepsparse   Instruct   Llama   Onnx   Region:us   Sparse

Llama 2 7B Dolphin Open Platypus Pruned 70 Quantized Deepsparse Benchmarks

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 Dolphin Open Platypus Pruned 70 Quantized Deepsparse (neuralmagic/Llama-2-7b-dolphin-open_platypus-pruned_70-quantized-deepsparse)

Llama 2 7B Dolphin Open Platypus Pruned 70 Quantized Deepsparse Parameters and Internals

Model Type 
llama, text generation
Use Cases 
Areas:
instruction following tasks
Additional Notes 
Used for efficient inference on CPUs using DeepSparse.
Training Details 
Data Sources:
garage-bAInd/Open-Platypus, Open-Orca/OpenOrca, cognitivecomputations/dolphin
Methodology:
Sparse Transfer
LLM NameLlama 2 7B Dolphin Open Platypus Pruned 70 Quantized Deepsparse
Repository ๐Ÿค—https://huggingface.co/neuralmagic/Llama-2-7b-dolphin-open_platypus-pruned_70-quantized-deepsparse 
Base Model(s)  neuralmagic/Llama-2-7b-pruned70-retrained-instruct   neuralmagic/Llama-2-7b-pruned70-retrained-instruct
Model Size7b
Updated2025-02-22
Maintainerneuralmagic
Model Typellama
Instruction-BasedYes
Model ArchitectureLlamaForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.39.3
Tokenizer ClassLlamaTokenizerFast
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than neuralmagic/Llama-2-7b-dolphin-open_platypus-pruned_70-quantized-deepsparse.

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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