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Dolly V2 12B by databricks

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  Autotrain compatible Dataset:databricks/databricks-...   En   Gpt neox   Pytorch   Region:us

Dolly V2 12B Benchmarks

LMSys ELO: 822 vs 1272 (so35)-35.4%
MMLU Pro: 1.43
MUSR: 5.5
BBH: 6.38
IFEval: 23.55 vs 88 (so35)-73.2%
ARC: 42.41 vs 96.7 (so35)-56.1%
HellaSwag: 72.53 vs 95.3 (gpt4)-23.9%
MMLU: 25.92 vs 88.3 (so35)-70.6%
TruthfulQA: 33.83 vs 59 (gpt4)-42.7%
WinoGrande: 60.85 vs 87.5 (gpt4)-30.5%
GSM8K: 1.21 vs 96.4 (so35)-98.7%
MATH Lvl 5: 1.44
LLME Score: 0.26074
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Dolly V2 12B Parameters and Internals

LLM NameDolly V2 12B
Repository 🤗https://huggingface.co/databricks/dolly-v2-12b 
Model Size12b
Required VRAM23.8 GB
Updated2024-09-07
Maintainerdatabricks
Model Typegpt_neox
Model Files  23.8 GB
Supported Languagesen
Model ArchitectureGPTNeoXForCausalLM
Licensemit
Context Length2048
Model Max Length2048
Transformers Version4.25.1
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50280
Torch Data Typebfloat16
Dolly V2 12B (databricks/dolly-v2-12b)

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Release v2024072803
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