Granite 20B Code Instruct by ibm-granite

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  Arxiv:2405.04324   Autotrain compatible Base model:ibm-granite/granite...   Code   Codegen   Conversational   Dataset:bigcode/commitpackft Dataset:bugdaryan/sql-create-c... Dataset:garage-baind/open-plat... Dataset:glaive-function-callin... Dataset:glaiveai/glaive-code-a...   Dataset:meta-math/metamathqa   Dataset:nvidia/helpsteer   Dataset:tiger-lab/mathinstruct   Endpoints compatible   Gpt bigcode   Granite   Instruct   License:apache-2.0   Model-index   Region:us   Safetensors   Sharded   Tensorflow

Granite 20B Code Instruct Parameters and Internals

LLM NameGranite 20B Code Instruct
RepositoryOpen on ๐Ÿค— 
Base Model(s)  Granite 20B Code Base   ibm-granite/granite-20b-code-base
Model Size20b
Required VRAM40 GB
Model Typegpt_bigcode
Model Files  5.0 GB: 1-of-9   4.9 GB: 2-of-9   4.9 GB: 3-of-9   4.9 GB: 4-of-9   4.9 GB: 5-of-9   4.9 GB: 6-of-9   4.9 GB: 7-of-9   4.9 GB: 8-of-9   0.7 GB: 9-of-9
Generates CodeYes
Model ArchitectureGPTBigCodeForCausalLM
Model Max Length8192
Transformers Version4.41.0.dev0
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size49152
Torch Data Typebfloat16
Activation Functiongelu_pytorch_tanh
Granite 20B Code Instruct (ibm-granite/granite-20b-code-instruct)

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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  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024071601