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Internlm2 20B by internlm

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  Arxiv:2403.17297   Autotrain compatible   Custom code   Internlm2   Pytorch   Region:us   Sharded

Internlm2 20B Benchmarks

ARC: 62.97 vs 96.7 (so35)-34.9%
HellaSwag: 83.21 vs 95.3 (gpt4)-12.7%
MMLU: 67.58 vs 88.3 (so35)-23.5%
TruthfulQA: 51.27 vs 59 (gpt4)-13.1%
WinoGrande: 85.56 vs 87.5 (gpt4)-2.2%
GSM8K: 67.93 vs 96.4 (so35)-29.5%
LLME Score: 0.23817
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Internlm2 20B Parameters and Internals

LLM NameInternlm2 20B
Repository 🤗https://huggingface.co/internlm/internlm2-20b 
Model Size20b
Required VRAM39.7 GB
Updated2024-10-18
Maintainerinternlm
Model Typeinternlm2
Model Files  9.9 GB: 1-of-4   10.0 GB: 2-of-4   9.9 GB: 3-of-4   9.9 GB: 4-of-4
Model ArchitectureInternLM2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.41.0
Is Biased0
Tokenizer ClassInternLM2Tokenizer
Padding Token</s>
Vocabulary Size92544
Torch Data Typebfloat16
Internlm2 20B (internlm/internlm2-20b)

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Note: green Score (e.g. "73.2") means that the model is better than internlm/internlm2-20b.

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Release v2024072803
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