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MobileLLaMA 1.4B Base by mtgv

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

  1024   
  Arxiv:2312.16886   Autotrain compatible Dataset:togethercomputer/redpa...   Endpoints compatible   Llama   Pytorch   Region:us
Model Card on HF 🤗: https://huggingface.co/mtgv/MobileLLaMA-1.4B-Base 

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: 0.22415
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 (mtgv/MobileLLaMA-1.4B-Base)

MobileLLaMA 1.4B Base Parameters and Internals

Model Type 
Transformer
Additional Notes 
MobileLLaMA aims to facilitate off-the-shelf deployment and reproducibility for further research.
Training Details 
Data Sources:
RedPajama v1 dataset
Data Volume:
1.3T tokens
LLM NameMobileLLaMA 1.4B Base
Repository 🤗https://huggingface.co/mtgv/MobileLLaMA-1.4B-Base 
Model Size1.4b
Required VRAM2.7 GB
Updated2025-01-15
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

Quantized Models of the MobileLLaMA 1.4B Base

Model
Likes
Downloads
VRAM
MobileLLaMA 1.4B Base GGUF2670 GB

Best Alternatives to MobileLLaMA 1.4B Base

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Context / RAM
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42dot V04K / 5.8 GB13290
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ITT AF PLM 1.4B V0.12K / 5.8 GB12290
MobileLLaMA 1.4B Chat2K / 5.5 GB40018
MobileLLaMA 1.4B Base GGUF2K / 0.6 GB672
Tinyfrank 1.4B2K / 2.7 GB29128
Tinyfrank 1.4B GGUF2K / 0.6 GB170
Note: green Score (e.g. "73.2") means that the model is better than mtgv/MobileLLaMA-1.4B-Base.

Rank the MobileLLaMA 1.4B Base Capabilities

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Instruction Following and Task Automation  
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Release v20241227
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