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Granite 3B Code Instruct 2K by ibm-granite

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  Arxiv:2405.04324   Autotrain compatible Base model:finetune:ibm-granit... Base model:ibm-granite/granite...   Code   Conversational   Dataset:bigcode/commitpackft 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   Granite   Instruct   Llama   Model-index   Region:us   Safetensors   Sharded   Tensorflow

Granite 3B Code Instruct 2K Benchmarks

LLME Score: 0.27724
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 Instruct 2K Parameters and Internals

LLM NameGranite 3B Code Instruct 2K
Repository 🤗https://huggingface.co/ibm-granite/granite-3b-code-instruct-2k 
Base Model(s)  Granite 3B Code Base 2K   ibm-granite/granite-3b-code-base-2k
Model Size3b
Required VRAM7 GB
Updated2024-09-08
Maintaineribm-granite
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   2.0 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.41.0.dev0
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size49152
Torch Data Typebfloat16
Granite 3B Code Instruct 2K (ibm-granite/granite-3b-code-instruct-2k)

Best Alternatives to Granite 3B Code Instruct 2K

Best Alternatives
Context / RAM
Downloads
Likes
Llama 3.1 Mini Instruct128K / 6.1 GB580
Granite 3B Code Instruct 128K125K / 7 GB2732
Granite 3B Code Instruct2K / 7 GB731329
...pen Llama 3b Code Instruct 0.12K / 6.9 GB7053
Open Llama 3B V2 Instruct2K / 6.9 GB7205
...ly Llama 3B Code Instruct Ties2K / 6.9 GB50
Open Llama 3b Glaive Code V0.12K / 6.9 GB91
Open Llama 3b Instruct V 0.22K / 6.9 GB192
...V2 Wizard Evol Instuct V2 196K2K / 6.8 GB7274
OpenBezoar SFT2K / 13.7 GB283
Note: green Score (e.g. "73.2") means that the model is better than ibm-granite/granite-3b-code-instruct-2k.

Rank the Granite 3B Code Instruct 2K 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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