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Minitron 8B Base by nvidia

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Minitron 8B Base is an open-source language model by nvidia. Features: 8b LLM, VRAM: 16.5GB, Context: 4K, License: other, LLM Explorer Score: 0.24.

  Arxiv:2009.03300   Arxiv:2407.14679   En   Endpoints compatible   Llama-3   Nemo   Nemotron   Nvidia   Pytorch   Region:us
Model Card on HF 🤗: https://huggingface.co/nvidia/Minitron-8B-Base 

Minitron 8B Base Benchmarks

MMLU Pro: 24.23
GPQA: 3.13
MUSR: 9.09
BBH: 22.04
IFEval: 24.24 vs 88 (so35)-72.5%
MATH Lvl 5: 2.57
LLME Score: 0.23845
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Minitron 8B Base (nvidia/Minitron-8B-Base)
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Minitron 8B Base Parameters and Internals

Model Type 
text generation, auto-regressive
Use Cases 
Areas:
research, development
Applications:
Multitask language understanding, code generation
Limitations:
Contains biases from internet-crawled data, May emit toxic or biased content
Considerations:
Developers must ensure use case requirements and address model misuse
Additional Notes 
Performance improvements achieved with fewer training tokens per model.
Supported Languages 
languages (/text), proficiency_levels (English and multilingual, including code)
Training Details 
Data Sources:
continuous pre-training data corpus from Nemotron-4 15B
Data Volume:
94 billion tokens
Methodology:
Pruning, knowledge distillation, continued training
Training Time:
Feb 2024 - June 2024
Hardware Used:
NVIDIA A100
Model Architecture:
Transformer Decoder
Responsible Ai Considerations 
Fairness:
Efforts required by developers to ensure meeting industry and use case requirements.
Accountability:
Shared responsibility promoted by NVIDIA
Mitigation Strategies:
Establish policies and practices to address product misuse.
Input Output 
Input Format:
String
Output Format:
String
Release Notes 
Version:
Minitron-8B-Base
Date:
February 2024 - June 2024
Notes:
Pruned and distilled from Nemotron-4 15B, achieving compute cost savings and improved performance.
LLM NameMinitron 8B Base
Repository 🤗https://huggingface.co/nvidia/Minitron-8B-Base 
Model Size8b
Required VRAM16.5 GB
Updated2026-03-29
Maintainernvidia
Model Typenemotron
Model Files  16.5 GB
Supported Languagesen
Model ArchitectureNemotronForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.44.0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size256000
Torch Data Typebfloat16

Best Alternatives to Minitron 8B Base

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Context / RAM
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Nemotron3 8B4K / 17.1 GB15890

Rank the Minitron 8B Base 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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