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Llama3 ChatQA 1.5 8B by nvidia

 »  All LLMs  »  nvidia  »  Llama3 ChatQA 1.5 8B   URL Share it on

  10012   
  Arxiv:2401.10225   Autotrain compatible   Chatqa   Chatqa-1.5   Conversational   En   Endpoints compatible   Llama   Llama-3   Nvidia   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/nvidia/Llama3-ChatQA-1.5-8B 

Llama3 ChatQA 1.5 8B Benchmarks

ARC: 58.28 vs 96.7 (so35)-39.7%
HellaSwag: 83.17 vs 95.3 (gpt4)-12.7%
MMLU: 63.76 vs 88.3 (so35)-27.8%
TruthfulQA: 43.5 vs 59 (gpt4)-26.3%
WinoGrande: 78.3 vs 87.5 (gpt4)-10.5%
GSM8K: 13.27 vs 96.4 (so35)-86.2%
LLME Score: 0.29639
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3 ChatQA 1.5 8B (nvidia/Llama3-ChatQA-1.5-8B)

Llama3 ChatQA 1.5 8B Parameters and Internals

Model Type 
text-generation, conversational QA, RAG
Additional Notes 
Optimized for contexts, performs retrieval over large documents.
Supported Languages 
en (proficient)
Training Details 
Data Sources:
HybriDial training dataset
Methodology:
Improved training recipe from ChatQA paper with additional conversational QA data
Input Output 
Input Format:
Input format based on retrieval and chat structure
Accepted Modalities:
text
Output Format:
conversation completion
Performance Tips:
Optimize for contexts, especially retrieval from long documents.
LLM NameLlama3 ChatQA 1.5 8B
Repository 🤗https://huggingface.co/nvidia/Llama3-ChatQA-1.5-8B 
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
Maintainernvidia
Model Typellama
Model Files  10.0 GB: 1-of-2   6.1 GB: 2-of-2
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typefloat16

Quantized Models of the Llama3 ChatQA 1.5 8B

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Llama3 ChatQA 1.5 8B AWQ0815 GB
LLama3 Nvidia QA 4bit0805 GB

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Note: green Score (e.g. "73.2") means that the model is better than nvidia/Llama3-ChatQA-1.5-8B.

Rank the Llama3 ChatQA 1.5 8B Capabilities

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