Granite 20B Code Base FP8 by nm-testing

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Granite 20B Code Base FP8 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Granite 20B Code Base FP8 Parameters and Internals

LLM NameGranite 20B Code Base FP8
Repository ๐Ÿค—https://huggingface.co/nm-testing/granite-20b-code-base-FP8 
Model Size20b
Required VRAM20.4 GB
Updated2024-10-12
Maintainernm-testing
Model Typegpt_bigcode
Model Files  5.0 GB: 1-of-5   4.9 GB: 2-of-5   4.9 GB: 3-of-5   4.9 GB: 4-of-5   0.7 GB: 5-of-5
Generates CodeYes
Model ArchitectureGPTBigCodeForCausalLM
Model Max Length9223372036854775807
Transformers Version4.41.2
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size49152
Torch Data Typebfloat16
Activation Functiongelu_pytorch_tanh
Granite 20B Code Base FP8 (nm-testing/granite-20b-code-base-FP8)

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Note: green Score (e.g. "73.2") means that the model is better than nm-testing/granite-20b-code-base-FP8.

Rank the Granite 20B Code Base FP8 Capabilities

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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  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803