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LlongOrca 13B 16K by Open-Orca

 »  All LLMs  »  Open-Orca  »  LlongOrca 13B 16K   URL Share it on

  1371   
  Arxiv:2301.13688   Arxiv:2306.02707   Arxiv:2307.09288   Autotrain compatible   Dataset:open-orca/openorca   En   Endpoints compatible   Llama   Pytorch   Region:us
Model Card on HF 🤗: https://huggingface.co/Open-Orca/LlongOrca-13B-16k 

LlongOrca 13B 16K Benchmarks

ARC: 62.46 vs 96.7 (so35)-35.4%
HellaSwag: 82.75 vs 95.3 (gpt4)-13.2%
MMLU: 55.54 vs 88.3 (so35)-37.1%
TruthfulQA: 50.11 vs 59 (gpt4)-15.1%
WinoGrande: 76.4 vs 87.5 (gpt4)-12.7%
GSM8K: 12.28 vs 96.4 (so35)-87.3%
LLME Score: 0.16663
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
LlongOrca 13B 16K (Open-Orca/LlongOrca-13B-16k)

LlongOrca 13B 16K Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
research
Primary Use Cases:
instruction tuning
Supported Languages 
en (Proficient)
Training Details 
Data Sources:
OpenOrca/OpenOrca, GPT-4 augmented data
Methodology:
fine-tuning
Context Length:
16000
Training Time:
10 hours
Hardware Used:
8 H100 GPUs
Input Output 
Input Format:
OpenAI's Chat Markup Language (ChatML)
Accepted Modalities:
text
LLM NameLlongOrca 13B 16K
Repository 🤗https://huggingface.co/Open-Orca/LlongOrca-13B-16k 
Model Size13b
Required VRAM26 GB
Updated2025-02-05
MaintainerOpen-Orca
Model Typellama
Model Files  26.0 GB   0.0 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length16384
Model Max Length16384
Transformers Version4.32.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32004
Torch Data Typebfloat16

Quantized Models of the LlongOrca 13B 16K

Model
Likes
Downloads
VRAM
LlongOrca 13B 16K GPT0777 GB
LlongOrca 13B 16K GGUF101355 GB
LlongOrca 13B 16K GPTQ4317 GB
LlongOrca 13B 16K GGML965 GB

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Note: green Score (e.g. "73.2") means that the model is better than Open-Orca/LlongOrca-13B-16k.

Rank the LlongOrca 13B 16K Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241227
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