Granite 3B Code Base by ibm-granite

 ยป  All LLMs  ยป  ibm-granite  ยป  Granite 3B Code Base   URL Share it on

  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
Model Typellama
Model Files  5.0 GB: 1-of-2   2.0 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
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

Granite 3B Code Instruct GGUF0141881 GB

Best Alternatives to Granite 3B Code Base

Best Alternatives
HF Rank
Openbuddy Zero 3B V21.2 32K0.332K / 9.5 GB1931
Mm4.ascii.star0.332K / 6 GB3290
Openbuddy Zen 3B V21.1 32K0.232K / 9.5 GB302
Mm4.more.star0.232K / 6 GB81
KoreanLM 3B0.220K / 11.4 GB14910
Pruned Yi 3B Prerelease Ckpt010.316K / 6.5 GB4501
Buzz 3B Small V0.6.30.28K / 8.7 GB71
Deacon 3B0.28K / 13.7 GB22962
LLongMA 3B LIMA0.28K / 13.7 GB23053
MiniChat 2 3B0.34K / 6 GB280125
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

๐Ÿ†˜ Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! ๐ŸŒŸ

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  

What open-source LLMs or SLMs are you in search of? 34255 in total.

Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024071601