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RedPajama INCITE Instruct 3B V1 by togethercomputer

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  Autotrain compatible Dataset:muennighoff/natural-in...   Dataset:muennighoff/p3 Dataset:togethercomputer/redpa...   En   Endpoints compatible   Fp16   Gpt neox   Instruct   Pytorch   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/togethercomputer/RedPajama-INCITE-Instruct-3B-v1 

RedPajama INCITE Instruct 3B V1 Benchmarks

MMLU Pro: 1.22
MUSR: 6.41
BBH: 4.51
IFEval: 21.24 vs 88 (so35)-75.9%
ARC: 41.55 vs 96.7 (so35)-57%
HellaSwag: 65.48 vs 95.3 (gpt4)-31.3%
MMLU: 25.03 vs 88.3 (so35)-71.7%
TruthfulQA: 36.41 vs 59 (gpt4)-38.3%
WinoGrande: 64.48 vs 87.5 (gpt4)-26.3%
GSM8K: 1.36 vs 96.4 (so35)-98.6%
MATH Lvl 5: 1.28
LLME Score: 0.14992
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
RedPajama INCITE Instruct 3B V1 (togethercomputer/RedPajama-INCITE-Instruct-3B-v1)
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RedPajama INCITE Instruct 3B V1 Parameters and Internals

Model Type 
language model
Additional Notes 
The model may not be suitable for use in safety-critical applications or for making decisions with significant impacts.
Supported Languages 
en (proficient)
Training Details 
Data Sources:
togethercomputer/RedPajama-Data-1T
Data Volume:
131M tokens
Methodology:
Fine-tuned for few-shot applications with exclusion of tasks that overlap with the HELM core scenarios
Hardware Used:
8 A100 GPUs
LLM NameRedPajama INCITE Instruct 3B V1
Repository 🤗https://huggingface.co/togethercomputer/RedPajama-INCITE-Instruct-3B-v1 
Base Model(s)  Guanaco 3B Uncensored V2 LoRA   Fredithefish/Guanaco-3B-Uncensored-v2-LoRA
Model Size3b
Required VRAM5.7 GB
Updated2025-10-21
Maintainertogethercomputer
Model Typegpt_neox
Instruction-BasedYes
Model Files  5.7 GB
Supported Languagesen
Quantization Typefp16
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-Instruct-3B-v1.

Rank the RedPajama INCITE Instruct 3B V1 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 v20241124
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