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Granite 20B Code Instruct R1.1 by ibm-granite

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  Arxiv:2405.04324   Autotrain compatible Base model:finetune:ibm-granit... Base model:ibm-granite/granite...   Code   Codegen   Conversational   Dataset:bigcode/commitpackft Dataset:bigcode/self-oss-instr... Dataset:bugdaryan/sql-create-c... Dataset:garage-baind/open-plat... Dataset:glaive-function-callin... Dataset:glaiveai/glaive-code-a...   Dataset:meta-math/metamathqa   Dataset:nvidia/helpsteer   Dataset:tiger-lab/mathinstruct   Endpoints compatible   Gpt bigcode   Granite   Instruct   Model-index   Region:us   Safetensors   Sharded   Tensorflow

Granite 20B Code Instruct R1.1 Benchmarks

LLME Score: 0.23018
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Granite 20B Code Instruct R1.1 Parameters and Internals

LLM NameGranite 20B Code Instruct R1.1
Repository 🤗https://huggingface.co/ibm-granite/granite-20b-code-instruct-r1.1 
Base Model(s)  ibm-granite/granite-20b-code-instruct-r1.1   ibm-granite/granite-20b-code-instruct-r1.1
Model Size20b
Required VRAM40 GB
Updated2024-10-12
Maintaineribm-granite
Model Typegpt_bigcode
Instruction-BasedYes
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
Granite 20B Code Instruct R1.1 (ibm-granite/granite-20b-code-instruct-r1.1)

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Granite 20B Code Instruct0K / 40 GB1020930
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Note: green Score (e.g. "73.2") means that the model is better than ibm-granite/granite-20b-code-instruct-r1.1.

Rank the Granite 20B Code Instruct R1.1 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 v2024072803
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