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Open Llama 3B V2 by openlm-research

 »  All LLMs  »  openlm-research  »  Open Llama 3B V2   URL Share it on

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  Autotrain compatible   Dataset:bigcode/starcoderdata Dataset:tiiuae/falcon-refinedw... Dataset:togethercomputer/redpa...   Endpoints compatible   Llama   Pytorch   Region:us

Open Llama 3b V2 Benchmarks

MMLU Pro: 1.06
GPQA: 3.58
MUSR: 4.69
BBH: 2.81
IFEval: 18.72 vs 88 (so35)-78.7%
ARC: 46.6 vs 96.7 (so35)-51.8%
HellaSwag: 68.2 vs 95.3 (gpt4)-28.4%
MMLU: 27.3 vs 88.3 (so35)-69.1%
TruthfulQA: 34.78 vs 59 (gpt4)-41.1%
WinoGrande: 67.01 vs 87.5 (gpt4)-23.4%
GSM8K: 3.1 vs 96.4 (so35)-96.8%
OpenCompas: 34.6 vs 73.3 (gpt4)-52.8%
Exam: 31 vs 77.2 (gpt4)-59.8%
Language: 33.2 vs 62 (gpt4)-46.5%
Knowledge: 42.1 vs 73.5 (gpt4)-42.7%
Understand: 33.2 vs 70 (gpt4)-52.6%
Reasoning: 34.4 vs 74.4 (gpt4)-53.8%
LLME Score: 0.26625
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Open Llama 3B V2 Parameters and Internals

LLM NameOpen Llama 3b V2
Repository 🤗https://huggingface.co/openlm-research/open_llama_3b_v2 
Model Size3b
Required VRAM6.8 GB
Updated2024-09-16
Maintaineropenlm-research
Model Typellama
Model Files  6.8 GB
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.31.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16
Open Llama 3B V2 (openlm-research/open_llama_3b_v2)

Quantized Models of the Open Llama 3B V2

Model
Likes
Downloads
VRAM
...3b V2 Python Instruct 0.1 4bit052 GB

Best Alternatives to Open Llama 3B V2

Best Alternatives
Context / RAM
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Llama 3.1 Mini Instruct128K / 6.1 GB450
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Granite 3B Code Base 128K125K / 7 GB4891
Openbuddy Zero 3B V21.2 32K32K / 9.5 GB462
Openbuddy Zen 3B V21.1 32K32K / 9.5 GB122
Mm4.more.star32K / 6 GB11
Mm4.ascii.star32K / 6 GB50
KoreanLM 3B20K / 11.4 GB18110
Pruned Yi 3B Prerelease Ckpt0116K / 6.5 GB831
Buzz 3B Small V0.6.38K / 8.7 GB21
Note: green Score (e.g. "73.2") means that the model is better than openlm-research/open_llama_3b_v2.

Rank the Open Llama 3B V2 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v2024072803
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