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Extended Mind Llama 2 7B by normalcomputing

 »  All LLMs  »  normalcomputing  »  Extended Mind Llama 2 7B   URL Share it on

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  Arxiv:2406.02332   Autotrain compatible   Custom code   Extended-llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/normalcomputing/extended-mind-llama-2-7b 

Extended Mind Llama 2 7B Benchmarks

LLME Score: 0.16501
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Extended Mind Llama 2 7B (normalcomputing/extended-mind-llama-2-7b)

Extended Mind Llama 2 7B Parameters and Internals

Model Type 
Causal Language Model, Memory-Augmented
Use Cases 
Limitations:
Not been finetuned, original model weights have not been edited.
Considerations:
This model is part of ongoing research at Normal Computing.
Additional Notes 
The model is designed to retrieve and attend to an external cache of key-value pairs (memories).
LLM NameExtended Mind Llama 2 7B
Repository 🤗https://huggingface.co/normalcomputing/extended-mind-llama-2-7b 
Model Size7b
Required VRAM27 GB
Updated2025-02-22
Maintainernormalcomputing
Model Typeextended-llama
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   7.2 GB: 3-of-3
Model ArchitectureExtendedLlamaForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.33.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat32

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

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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