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MobileLLaMA 1.4B Base by mtgv

 »  All LLMs  »  mtgv  »  MobileLLaMA 1.4B Base   URL Share it on

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  Arxiv:2312.16886   Autotrain compatible Dataset:togethercomputer/redpa...   Endpoints compatible   Llama   Pytorch   Region:us

MobileLLaMA 1.4B Base Benchmarks

ARC: 34.39 vs 96.7 (so35)-64.4%
HellaSwag: 56.29 vs 95.3 (gpt4)-40.9%
MMLU: 24.79 vs 88.3 (so35)-71.9%
TruthfulQA: 34.81 vs 59 (gpt4)-41%
WinoGrande: 59.43 vs 87.5 (gpt4)-32.1%
GSM8K: 1.14 vs 96.4 (so35)-98.8%
LLME Score: 0.23864
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

MobileLLaMA 1.4B Base Parameters and Internals

LLM NameMobileLLaMA 1.4B Base
Repository 🤗https://huggingface.co/mtgv/MobileLLaMA-1.4B-Base 
Model Size1.4b
Required VRAM2.7 GB
Updated2024-09-07
Maintainermtgv
Model Typellama
Model Files  2.7 GB
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.33.1
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16
MobileLLaMA 1.4B Base (mtgv/MobileLLaMA-1.4B-Base)

Quantized Models of the MobileLLaMA 1.4B Base

Model
Likes
Downloads
VRAM
MobileLLaMA 1.4B Base GGUF12210 GB

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Note: green Score (e.g. "73.2") means that the model is better than mtgv/MobileLLaMA-1.4B-Base.

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Release v2024072803
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