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Granite 20B Functioncalling by ibm-granite

 »  All LLMs  »  ibm-granite  »  Granite 20B Functioncalling   URL Share it on

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  Arxiv:2407.00121   Autotrain compatible   Codegen   Conversational   Endpoints compatible   Gpt bigcode   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/ibm-granite/granite-20b-functioncalling 

Granite 20B Functioncalling Benchmarks

LLME Score: 0.18351
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Granite 20B Functioncalling (ibm-granite/granite-20b-functioncalling)
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Granite 20B Functioncalling Parameters and Internals

Model Type 
Function Calling
Use Cases 
Primary Use Cases:
Responding to function calling related instructions
Training Details 
Methodology:
Multi-task training approach on seven fundamental tasks.
LLM NameGranite 20B Functioncalling
Repository 🤗https://huggingface.co/ibm-granite/granite-20b-functioncalling 
Model Size20b
Required VRAM40 GB
Updated2025-09-23
Maintaineribm-granite
Model Typegpt_bigcode
Model Files  5.0 GB: 1-of-9   4.9 GB: 2-of-9   4.9 GB: 3-of-9   4.9 GB: 4-of-9   4.9 GB: 5-of-9   4.9 GB: 6-of-9   4.9 GB: 7-of-9   4.9 GB: 8-of-9   0.7 GB: 9-of-9
Generates CodeYes
Model ArchitectureGPTBigCodeForCausalLM
Licenseapache-2.0
Model Max Length8192
Transformers Version4.41.2
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size49152
Torch Data Typebfloat16
Activation Functiongelu_pytorch_tanh

Best Alternatives to Granite 20B Functioncalling

Best Alternatives
Context / RAM
Downloads
Likes
Granite 20B Code Instruct0K / 40 GB1020930
Granite 20B Code Instruct 8K0K / 40 GB188642
Granite 20B Code Base0K / 40 GB225012
Granite 20B Code Base 8K0K / 40 GB164414
Granite 20B Code Base R1.10K / 40 GB702
Granite 20B Code Instruct R1.10K / 40 GB551
Granite 20B Code Base FP80K / 20.4 GB70
Granite 20B Code Base GGUF0K / 12.8 GB400
Note: green Score (e.g. "73.2") means that the model is better than ibm-granite/granite-20b-functioncalling.

Rank the Granite 20B Functioncalling 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 v20241124
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