Granite 3B Code Base by ibm-granite

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  Arxiv:2405.04324   Autotrain compatible   Code   Dataset:bigcode/starcoderdata Dataset:codeparrot/github-code...   Dataset:math-ai/stackmathqa Dataset:open-web-math/open-web...   Granite   License:apache-2.0   Llama   Model-index   Region:us   Safetensors   Sharded   Tensorflow

Granite 3B Code Base Parameters and Internals

LLM NameGranite 3B Code Base
RepositoryOpen on ๐Ÿค— 
Model Size3b
Required VRAM7 GB
Updated2024-07-20
Maintaineribm-granite
Model Typellama
Model Files  5.0 GB: 1-of-2   2.0 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.41.0.dev0
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size49152
Torch Data Typebfloat16
Granite 3B Code Base (ibm-granite/granite-3b-code-base)

Quantized Models of the Granite 3B Code Base

Model
Likes
Downloads
VRAM
Granite 3B Code Instruct GGUF0141881 GB

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Note: green Score (e.g. "73.2") means that the model is better than ibm-granite/granite-3b-code-base.

Rank the Granite 3B Code Base 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  
Code Generation  
Multi-Language Support and Translation  

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