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Granite 34B Code Base by ibm-granite

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  Arxiv:2405.04324   Autotrain compatible   Code   Codegen   Dataset:bigcode/starcoderdata Dataset:codeparrot/github-code...   Dataset:math-ai/stackmathqa Dataset:open-web-math/open-web...   Endpoints compatible   Gpt bigcode   Granite   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/ibm-granite/granite-34b-code-base 

Granite 34B Code Base Benchmarks

LLME Score: 0.16039
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Granite 34B Code Base (ibm-granite/granite-34b-code-base)
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Granite 34B Code Base Parameters and Internals

LLM NameGranite 34B Code Base
Repository 🤗https://huggingface.co/ibm-granite/granite-34b-code-base 
Model Size34b
Required VRAM67.1 GB
Updated2024-09-01
Maintaineribm-granite
Model Typegpt_bigcode
Model Files  5.0 GB: 1-of-14   4.9 GB: 2-of-14   4.9 GB: 3-of-14   4.9 GB: 4-of-14   4.9 GB: 5-of-14   4.9 GB: 6-of-14   4.9 GB: 7-of-14   4.9 GB: 8-of-14   4.9 GB: 9-of-14   4.9 GB: 10-of-14   4.9 GB: 11-of-14   4.9 GB: 12-of-14   4.9 GB: 13-of-14   3.3 GB: 14-of-14
Generates CodeYes
Model ArchitectureGPTBigCodeForCausalLM
Licenseapache-2.0
Model Max Length8192
Transformers Version4.38.1
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size49152
Torch Data Typebfloat16
Activation Functiongelu_pytorch_tanh

Quantized Models of the Granite 34B Code Base

Model
Likes
Downloads
VRAM
Granite 34B Code Base 4bit12518 GB

Best Alternatives to Granite 34B Code Base

Best Alternatives
Context / RAM
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Likes
Granite 34B Code Instruct0K / 67.1 GB271068
Granite 34B Code Instruct 8K0K / 67.1 GB132775
Granite 34B Code Base 8K0K / 67.1 GB10119
Granite 34B Code Base 4bit0K / 18.9 GB251
Granite 34B Code Instruct AWQ0K / 18.6 GB53
Note: green Score (e.g. "73.2") means that the model is better than ibm-granite/granite-34b-code-base.

Rank the Granite 34B 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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Release v20241124
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