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Granite 7B Lab by instructlab

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  Arxiv:2403.01081   Autotrain compatible Base model:finetune:ibm-granit... Base model:ibm-granite/granite...   Conversational   En   Endpoints compatible   Granite   Ibm   Lab   Labrador   Labradorite   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/instructlab/granite-7b-lab 

Granite 7B Lab Benchmarks

LLME Score: 0.22668
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Granite 7B Lab (instructlab/granite-7b-lab)

Granite 7B Lab Parameters and Internals

LLM NameGranite 7B Lab
Repository 🤗https://huggingface.co/instructlab/granite-7b-lab 
Base Model(s)  ibm/granite-7b-base   ibm/granite-7b-base
Model Size7b
Required VRAM13.5 GB
Updated2025-02-22
Maintainerinstructlab
Model Typellama
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   3.6 GB: 3-of-3
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.40.0
Tokenizer ClassLlamaTokenizer
Padding Token<|pad|>
Vocabulary Size32008

Quantized Models of the Granite 7B Lab

Model
Likes
Downloads
VRAM
Granite 7B Lab Bnb 4bit0153 GB

Best Alternatives to Granite 7B Lab

Best Alternatives
Context / RAM
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Likes
2 Very Sci Fi1024K / 16.1 GB3170
...1M 1000000ctx AEZAKMI 3 1 17021024K / 13.5 GB231
... Qwen2.5llamaify 7B V23.1 200K195K / 15.2 GB39433
LlamaStock 8B128K / 16.1 GB111
SuperNeuralDreadDevil 8B128K / 16.1 GB541
Yarn Llama 2 7B 128K128K / 13.5 GB642239
LLaMA 7B PoSE YaRN 128K128K / 13.5 GB73
LLaMA 7B PoSE Linear 96K96K / 27 GB92
LLaMA 7B PoSE YaRN 96K96K / 13.5 GB111
Chat Llama2 7B 80K80K / 13.8 GB80
Note: green Score (e.g. "73.2") means that the model is better than instructlab/granite-7b-lab.

Rank the Granite 7B Lab 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 v20241227
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