LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Orca 2 13B by microsoft

 »  All LLMs  »  microsoft  »  Orca 2 13B   URL Share it on

  14052   
  Arxiv:2311.11045   Autotrain compatible   Endpoints compatible   Llama   Microsoft   Orca   Orca2   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/microsoft/Orca-2-13b 

Orca 2 13B Benchmarks

MMLU Pro: 19.44
GPQA: 4.03
MUSR: 25.79
BBH: 27.31
IFEval: 31.28 vs 88 (so35)-64.5%
ARC: 60.67 vs 96.7 (so35)-37.3%
HellaSwag: 79.81 vs 95.3 (gpt4)-16.3%
MMLU: 60.37 vs 88.3 (so35)-31.6%
TruthfulQA: 56.41 vs 59 (gpt4)-4.4%
WinoGrande: 76.64 vs 87.5 (gpt4)-12.4%
GSM8K: 17.97 vs 96.4 (so35)-81.4%
MATH Lvl 5: 1.06
LLME Score: 0.30455
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Orca 2 13B (microsoft/Orca-2-13b)

Orca 2 13B Parameters and Internals

Model Type 
text generation
Use Cases 
Limitations:
Inheriting limitations from LLAMA 2 and other LLMs, Data biases, Lack of contextual understanding, Lack of transparency, Content harms, Hallucination potential, Potential for misuse, Data distribution affects performance, System message induced variability, Zero-Shot setting limitations
Additional Notes 
The model is not optimized for chat and lacks certain direct application capabilities without finetuning.
Training Details 
Data Sources:
synthetic dataset
Methodology:
Enhanced reasoning abilities
LLM NameOrca 2 13B
Repository 🤗https://huggingface.co/microsoft/Orca-2-13b 
Model Size13b
Required VRAM52.1 GB
Updated2025-02-05
Maintainermicrosoft
Model Typellama
Model Files  10.0 GB: 1-of-6   9.9 GB: 2-of-6   9.9 GB: 3-of-6   9.9 GB: 4-of-6   9.9 GB: 5-of-6   2.5 GB: 6-of-6
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.33.1
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32003
Torch Data Typefloat32

Quantized Models of the Orca 2 13B

Model
Likes
Downloads
VRAM
Orca 2 13B GGUF6218145 GB
Orca 2 13B GPTQ27507 GB
Orca 2 13B GGUF72805 GB
Orca 2 13B AWQ7297 GB

Best Alternatives to Orca 2 13B

Best Alternatives
Context / RAM
Downloads
Likes
Yarn Llama 2 13B 128K128K / 26 GB4778113
Luminaura RP 13B128K / 26 GB90
Agent Llama2 13B 80K80K / 26.4 GB140
Chat Llama2 13B 80K80K / 52.8 GB110
LongAlign 13B 64K64K / 26 GB1713
LongAlign 13B 64K Base64K / 26 GB143
Yarn Llama 2 13B 64K64K / 26 GB489917
Openbuddy Llama2 13B V15p1 64K64K / 26.1 GB64
Openbuddy Llama2 13b64k V1564K / 26.1 GB131
Airoboros L2 13B 2.1 YaRN 64K64K / 26 GB117

Rank the Orca 2 13B 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  

What open-source LLMs or SLMs are you in search of? 42625 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
  Support LLM Explorer