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RedPajama INCITE 7B Base by togethercomputer

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RedPajama INCITE 7B Base is an open-source language model by togethercomputer. Features: 7b LLM, VRAM: 13.8GB, Context: 2K, License: apache-2.0, HF Score: 41.5, LLM Explorer Score: 0.15, Arc: 46.3, HellaSwag: 71.6, MMLU: 27.7, TruthfulQA: 33, WinoGrande: 67.3, GSM8K: 3.

Dataset:togethercomputer/redpa...   En   Endpoints compatible   Gpt neox   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/togethercomputer/RedPajama-INCITE-7B-Base 

RedPajama INCITE 7B Base Benchmarks

MMLU Pro: 2.19
GPQA: 0.67
MUSR: 3.02
BBH: 5.09
IFEval: 20.82 vs 88 (so35)-76.3%
ARC: 46.25 vs 96.7 (so35)-52.2%
HellaSwag: 71.63 vs 95.3 (gpt4)-24.8%
MMLU: 27.68 vs 88.3 (so35)-68.7%
TruthfulQA: 33.03 vs 59 (gpt4)-44%
WinoGrande: 67.32 vs 87.5 (gpt4)-23.1%
GSM8K: 3.03 vs 96.4 (so35)-96.9%
MATH Lvl 5: 1.59
LLME Score: 0.14567
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
RedPajama INCITE 7B Base (togethercomputer/RedPajama-INCITE-7B-Base)
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RedPajama INCITE 7B Base Parameters and Internals

Model Type 
Language Model
Use Cases 
Primary Use Cases:
Language modeling
Limitations:
Not suitable for safety-critical applications, May not provide accurate or relevant answers for complex or ambiguous questions
Supported Languages 
en (Proficient)
Training Details 
Data Sources:
togethercomputer/RedPajama-Data-1T
Data Volume:
1.001T Tokens
Hardware Used:
3,072 V100 GPUs
LLM NameRedPajama INCITE 7B Base
Repository 🤗https://huggingface.co/togethercomputer/RedPajama-INCITE-7B-Base 
Model Size7b
Required VRAM13.8 GB
Updated2026-04-09
Maintainertogethercomputer
Model Typegpt_neox
Model Files  10.0 GB: 1-of-2   3.8 GB: 2-of-2
Supported Languagesen
Model ArchitectureGPTNeoXForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.28.1
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50432
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than togethercomputer/RedPajama-INCITE-7B-Base.

Rank the RedPajama INCITE 7B 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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