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RedPajama INCITE Chat 3B V1 by togethercomputer

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  Autotrain compatible Dataset:databricks/databricks-...   Dataset:openassistant/oasst1 Dataset:togethercomputer/redpa...   En   Endpoints compatible   Fp16   Gpt neox   Pytorch   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/togethercomputer/RedPajama-INCITE-Chat-3B-v1 

RedPajama INCITE Chat 3B V1 Benchmarks

MMLU Pro: 1.41
MUSR: 5.09
BBH: 5.16
IFEval: 16.52 vs 88 (so35)-81.2%
ARC: 42.83 vs 96.7 (so35)-55.7%
HellaSwag: 67.62 vs 95.3 (gpt4)-29%
MMLU: 26.23 vs 88.3 (so35)-70.3%
TruthfulQA: 34.44 vs 59 (gpt4)-41.6%
WinoGrande: 65.51 vs 87.5 (gpt4)-25.1%
GSM8K: 0.53 vs 96.4 (so35)-99.5%
MATH Lvl 5: 0.91
LLME Score: 0.16329
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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RedPajama INCITE Chat 3B V1 Parameters and Internals

Model Type 
Language Model
Use Cases 
Areas:
Chatting
Limitations:
Not suitable for safety-critical applications, May not perform well for complex or ambiguous questions
Considerations:
End users should be aware of the limitations and ensure responsible use.
Supported Languages 
English (high)
Training Details 
Data Sources:
togethercomputer/RedPajama-Data-1T
Data Volume:
131M tokens
Methodology:
Fine-tuned on OASST1 and Dolly2 to enhance chatting ability
Hardware Used:
8 A100 GPUs
Input Output 
Input Format:
Prompt requires `: [Instruction] :` format
Accepted Modalities:
Text
Output Format:
Text
LLM NameRedPajama INCITE Chat 3B V1
Repository 🤗https://huggingface.co/togethercomputer/RedPajama-INCITE-Chat-3B-v1 
Base Model(s)  RedPajama INCITE Vicuna 3B V1   RootYuan/RedPajama-INCITE-Vicuna-3B-v1
Model Size3b
Required VRAM5.7 GB
Updated2025-06-09
Maintainertogethercomputer
Model Typegpt_neox
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
RedPajama INCITE Chat 3B V1 (togethercomputer/RedPajama-INCITE-Chat-3B-v1)

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Rank the RedPajama INCITE Chat 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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