Granite 8B 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

Rank the Granite 8B 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  
Granite 8B Code Base (ibm-granite/granite-8b-code-base)

Quantized Models of the Granite 8B Code Base

Granite 8B Code Instruct GGUF2304273 GB
Granite 8B Code Base 8bit148 GB

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Pyg Llama 8B 1M 0.251024K / 16.1 GB41

Granite 8B Code Base Parameters and Internals

LLM NameGranite 8B Code Base
RepositoryOpen on ๐Ÿค— 
Model Size8b
Required VRAM16.2 GB
Model Typellama
Model Files  5.0 GB: 1-of-4   4.9 GB: 2-of-4   5.0 GB: 3-of-4   1.3 GB: 4-of-4
Model ArchitectureLlamaForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.41.0.dev0
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size49152
Initializer Range0.02
Torch Data Typebfloat16

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024042801