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Granite 7B Lab Bnb 4bit by sroecker

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  4-bit   4bit   Autotrain compatible Base model:instructlab/granite... Base model:quantized:instructl...   Bitsandbytes   Conversational   En   Endpoints compatible   Llama   Quantized   Region:us   Safetensors   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/sroecker/granite-7b-lab-bnb-4bit 

Granite 7B Lab Bnb 4bit Benchmarks

LLME Score: 0.19119
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 Bnb 4bit (sroecker/granite-7b-lab-bnb-4bit)

Granite 7B Lab Bnb 4bit Parameters and Internals

Model Type 
text-generation-inference, transformers
Additional Notes 
This model was trained 2x faster with Unsloth and Huggingface's TRL library.
Supported Languages 
en (native)
LLM NameGranite 7B Lab Bnb 4bit
Repository 🤗https://huggingface.co/sroecker/granite-7b-lab-bnb-4bit 
Base Model(s)  Granite 7B Lab   instructlab/granite-7b-lab
Model Size7b
Required VRAM3.9 GB
Updated2025-02-22
Maintainersroecker
Model Typellama
Model Files  3.9 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.41.2
Tokenizer ClassLlamaTokenizer
Padding Token<|pad|>
Vocabulary Size32008
Torch Data Typebfloat16

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Rank the Granite 7B Lab Bnb 4bit 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 v20241227
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