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Granite 3B Code Base 128K 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   Llama   Model-index   Region:us   Safetensors   Sharded   Tensorflow

Granite 3B Code Base 128K Benchmarks

LLME Score: 0.25789
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Granite 3B Code Base 128K Parameters and Internals

LLM NameGranite 3B Code Base 128K
Repository 🤗https://huggingface.co/ibm-granite/granite-3b-code-base-128k 
Model Size3b
Required VRAM7 GB
Updated2024-09-16
Maintaineribm-granite
Model Typellama
Model Files  5.0 GB: 1-of-2   2.0 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length128000
Model Max Length128000
Transformers Version4.41.0
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size49152
Torch Data Typebfloat16
Granite 3B Code Base 128K (ibm-granite/granite-3b-code-base-128k)

Best Alternatives to Granite 3B Code Base 128K

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Buzz 3B Small V0.6.38K / 8.7 GB21
Deacon 3B8K / 13.7 GB13732
Note: green Score (e.g. "73.2") means that the model is better than ibm-granite/granite-3b-code-base-128k.

Rank the Granite 3B Code Base 128K Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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